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IEEE Transactions on Medical Imaging, Volume 41
Volume 41, Number 1, January 2022
- Heyi Li
, Dongdong Chen, William H. Nailon, Mike E. Davies
, David I. Laurenson:
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography. 3-13 - Kübra Keskin
, Ugur Yilmaz, Tolga Çukur
:
Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI. 14-26 - Jae Eun Song
, Dong-Hyun Kim
:
Improved Multi-Echo Gradient-Echo-Based Myelin Water Fraction Mapping Using Dimensionality Reduction. 27-38 - Aurelien Destruel
, Jin Jin, Ewald Weber
, Mingyan Li
, Craig Engstrom
, Feng Liu
, Stuart Crozier
:
Integrated Multi-Modal Antenna With Coupled Radiating Structures (I-MARS) for 7T pTx Body MRI. 39-51 - Joon Sik Park
, Seung-Hong Choi, Chul-Ho Sohn, Jaeseok Park
:
Joint Reconstruction of Vascular Structure and Function Maps in Dynamic Contrast Enhanced MRI Using Vascular Heterogeneity Priors. 52-62 - Erpeng Dai
, Philip K. Lee
, Zijing Dong, Fanrui Fu, Kawin Setsompop, Jennifer A. McNab
:
Distortion-Free Diffusion Imaging Using Self-Navigated Cartesian Echo-Planar Time Resolved Acquisition and Joint Magnitude and Phase Constrained Reconstruction. 63-74 - Xiahan Chen
, Zihao Chen
, Jun Li, Yu-Dong Zhang
, Xiaozhu Lin, Xiaohua Qian:
Model-Driven Deep Learning Method for Pancreatic Cancer Segmentation Based on Spiral-Transformation. 75-87 - Gengxin Xu
, Chen Liu
, Jun Liu
, Zhongxiang Ding, Feng Shi
, Man Guo, Wei Zhao
, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren
, Dinggang Shen
:
Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation. 88-102 - Sushanth G. Sathyanarayana
, Zhuoying Wang
, Naidi Sun, Bo Ning
, Song Hu
, John A. Hossack
:
Recovery of Blood Flow From Undersampled Photoacoustic Microscopy Data Using Sparse Modeling. 103-120 - Xiaoting Han
, Lei Qi
, Qian Yu
, Ziqi Zhou, Yefeng Zheng
, Yinghuan Shi
, Yang Gao
:
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. 121-132 - Anna E. Knight
, Courtney A. Trutna
, Ned C. Rouze
, Lisa D. Hobson-Webb, Annette Caenen
, Felix Q. Jin
, Mark L. Palmeri
, Kathryn Nightingale
:
Full Characterization of in vivo Muscle as an Elastic, Incompressible, Transversely Isotropic Material Using Ultrasonic Rotational 3D Shear Wave Elasticity Imaging. 133-144 - Shengye Hu, Baiying Lei
, Shuqiang Wang
, Yong Wang
, Zhiguang Feng, Yanyan Shen
:
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis. 145-157 - Jaime Tierney
, Adam Luchies
, Christopher Khan
, Jennifer Baker
, Daniel B. Brown
, Brett C. Byram
, Matthew Berger:
Training Deep Network Ultrasound Beamformers With Unlabeled In Vivo Data. 158-171 - Arvind Balachandrasekaran
, Alexander Li Cohen
, Onur Afacan
, Simon K. Warfield
, Ali Gholipour
:
Reducing the Effects of Motion Artifacts in fMRI: A Structured Matrix Completion Approach. 172-185 - Zhenyuan Ning
, Denghui Du
, Chao Tu, Qianjin Feng
, Yu Zhang
:
Relation-Aware Shared Representation Learning for Cancer Prognosis Analysis With Auxiliary Clinical Variables and Incomplete Multi-Modality Data. 186-198 - Xi Jia
, Alexander Thorley, Wei Chen
, Huaqi Qiu
, Linlin Shen
, Iain B. Styles
, Hyung Jin Chang
, Ales Leonardis
, Antonio de Marvao
, Declan P. O'Regan
, Daniel Rueckert
, Jinming Duan
:
Learning a Model-Driven Variational Network for Deformable Image Registration. 199-212 - Sheng He
, Patricia Ellen Grant
, Yangming Ou
:
Global-Local Transformer for Brain Age Estimation. 213-224 - Juhun Lee
, Robert M. Nishikawa
:
Identifying Women With Mammographically- Occult Breast Cancer Leveraging GAN-Simulated Mammograms. 225-236 - Yang Li, Jingyu Liu, Yiqiao Jiang, Yu Liu, Baiying Lei:
Virtual Adversarial Training-Based Deep Feature Aggregation Network From Dynamic Effective Connectivity for MCI Identification. 237-251
Volume 41, Number 2, February 2022
- Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu
, Yanwu Xu
, Risa Higashita, Xiulan Zhang, Jiang Liu
, Yitian Zhao
:
Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT. 254-265 - Shujaat Khan
, Jaeyoung Huh
, Jong Chul Ye
:
Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound. 266-278 - Dominik Narnhofer
, Alexander Effland
, Erich Kobler
, Kerstin Hammernik
, Florian Knoll
, Thomas Pock
:
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction. 279-291 - Jiahong Wei
, Guijie Zhu, Zhun Fan
, Jinchao Liu, Yibiao Rong
, Jiajie Mo
, Wenji Li, Xinjian Chen
:
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm. 292-307 - Li Guo, Jian Lyu, Zhe Zhang, Jinping Shi, Qianjin Feng, Yanqiu Feng, Mingyong Gao, Xinyuan Zhang
:
A Joint Framework for Denoising and Estimating Diffusion Kurtosis Tensors Using Multiple Prior Information. 308-319 - Masashi Nagaya, Norimichi Ukita
:
Embryo Grading With Unreliable Labels Due to Chromosome Abnormalities by Regularized PU Learning With Ranking. 320-331 - Niek R. F. Huttinga
, Tom Bruijnen
, Cornelis A. T. van den Berg
, Alessandro Sbrizzi
:
Real-Time Non-Rigid 3D Respiratory Motion Estimation for MR-Guided Radiotherapy Using MR-MOTUS. 332-346 - Wenxiang Ding
, Jiangyuan Yu, Chaojie Zheng, Peng Fu, Qiu Huang
, David Dagan Feng
, Zhi Yang, Richard L. Wahl, Yun Zhou
:
Machine Learning-Based Noninvasive Quantification of Single-Imaging Session Dual-Tracer 18F-FDG and 68Ga-DOTATATE Dynamic PET-CT in Oncology. 347-359 - Raghav Mehta
, Thomas Christinck
, Tanya Nair, Aurélie Bussy
, Swapna Premasiri, Manuela Costantino
, M. Mallar Chakravarthy, Douglas L. Arnold
, Yarin Gal
, Tal Arbel:
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference. 360-373 - Woo June Choi
, Jung-Ki Yoon, Bjorn Paulson
, Chang-Hoon Lee, Jae-Joon Yim, Jong-Il Kim, Jun Ki Kim
:
Image Correlation-Based Method to Assess Ciliary Beat Frequency in Human Airway Organoids. 374-382 - Jiabo Ma
, Sibo Liu
, Shenghua Cheng
, Ruixi Chen, Xiuli Liu, Li Chen, Shaoqun Zeng
:
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network. 383-393 - Meng Wang
, Weifang Zhu
, Fei Shi
, Jinzhu Su, Haoyu Chen, Kai Yu
, Yi Zhou
, Yuanyuan Peng
, Zhongyue Chen, Xinjian Chen
:
MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images. 394-406 - Mufeng Geng
, Xiangxi Meng
, Jiangyuan Yu, Lei Zhu
, Lujia Jin
, Zhe Jiang, Bin Qiu, Hui Li, Hanjing Kong, Jianmin Yuan, Kun Yang, Hongming Shan, Hongbin Han, Zhi Yang, Qiushi Ren, Yanye Lu
:
Content-Noise Complementary Learning for Medical Image Denoising. 407-419 - Jun Chen
, Heye Zhang
, Raad Mohiaddin, Tom Wong
, David N. Firmin, Jennifer Keegan
, Guang Yang
:
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. 420-433 - Xiaoqing Guo
, Jie Liu
, Yixuan Yuan
:
Semantic-Oriented Labeled-to-Unlabeled Distribution Translation for Image Segmentation. 434-445 - Adam Rauff
, Lucas H. Timmins
, Ross T. Whitaker, Jeffrey A. Weiss
:
A Nonparametric Approach for Estimating Three-Dimensional Fiber Orientation Distribution Functions (ODFs) in Fibrous Materials. 446-455 - Fatmatülzehra Uslu
, Marta Varela
, Georgia Boniface
, Thakshayene Mahenthran, Henry Chubb
, Anil A. Bharath
:
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium. 456-464 - Mikkel Fly Kragh
, Jens Rimestad, Jacob Theilgaard Lassen
, Jørgen Berntsen
, Henrik Karstoft
:
Predicting Embryo Viability Based on Self-Supervised Alignment of Time-Lapse Videos. 465-475 - Zhenyuan Ning
, Shengzhou Zhong, Qianjin Feng
, Wufan Chen
, Yu Zhang
:
SMU-Net: Saliency-Guided Morphology-Aware U-Net for Breast Lesion Segmentation in Ultrasound Image. 476-490 - Juhyung Park
, Woojin Jung
, Eun-Jung Choi, Se-Hong Oh
, Jinhee Jang
, Dongmyung Shin
, Hongjun An
, Jongho Lee
:
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value. 491-499
Volume 41, Number 3, March 2022
- Jonathan Fincke
, Xiang Zhang
, Bonghun Shin, Gregory Ely, Brian W. Anthony
:
Quantitative Sound Speed Imaging of Cortical Bone and Soft Tissue: Results From Observational Data Sets. 502-514 - Hanene Ben Yedder
, Ben Cardoen
, Majid Shokoufi
, Farid Golnaraghi, Ghassan Hamarneh
:
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography. 515-530 - Guotai Wang
, Shuwei Zhai, Giovanni Lasio
, Baoshe Zhang
, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou, Shaoting Zhang
:
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention. 531-542 - Malte Hoffmann
, Benjamin Billot
, Douglas N. Greve
, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
:
SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images. 543-558 - Yan Wang
, Zizhou Wang, Yangqin Feng
, Lei Zhang
:
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification. 559-570 - Oz Frank
, Nir Schipper, Mordehay Vaturi, Gino Soldati, Andrea Smargiassi
, Riccardo Inchingolo
, Elena Torri
, Tiziano Perrone
, Federico Mento
, Libertario Demi
, Meirav Galun, Yonina C. Eldar
, Shai Bagon
:
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19. 571-581 - Kang Zhou, Jing Li, Weixin Luo
, Zhengxin Li
, Jianlong Yang, Huazhu Fu
, Jun Cheng
, Jiang Liu, Shenghua Gao:
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. 582-594 - Jiawei Chen, Ziqi Zhang
, Xinpeng Xie, Yuexiang Li
, Tao Xu
, Kai Ma
, Yefeng Zheng
:
Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint. 595-607 - Yinghuan Shi
, Jian Zhang, Tong Ling, Jiwen Lu
, Yefeng Zheng
, Qian Yu
, Lei Qi
, Yang Gao
:
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. 608-620 - Cheng Chen
, Qi Dou
, Yueming Jin
, Quande Liu
, Pheng-Ann Heng
:
Learning With Privileged Multimodal Knowledge for Unimodal Segmentation. 621-632 - Zhen Yu
, Jennifer Nguyen, Toàn D. Nguyên
, John Kelly, Catriona A. McLean
, C. Paul Bonnington
, Lei Zhang
, Victoria Mar, Zongyuan Ge
:
Early Melanoma Diagnosis With Sequential Dermoscopic Images. 633-646 - Nikolay B. Yavich
, Nikolay A. Koshev
, Mikhail S. Malovichko
, Alexandra Razorenova
, Maxim V. Fedorov:
Conservative Finite Element Modeling of EEG and MEG on Unstructured Grids. 647-656 - Yu An, Chang Bian
, Daxiang Yan, Hanfan Wang
, Yu Wang, Yang Du, Jie Tian
:
A Fast and Automated FMT/XCT Reconstruction Strategy Based on Standardized Imaging Space. 657-666 - Yue Han, Qiu-Hua Lin
, Li-Dan Kuang, Xiao-Feng Gong
, Fengyu Cong
, Yu-Ping Wang
, Vince D. Calhoun
:
Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint. 667-679 - Kuang Gong
, Ciprian Catana, Jinyi Qi
, Quanzheng Li
:
Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior. 680-689 - Yanda Meng
, Hongrun Zhang, Yitian Zhao
, Xiaoyun Yang, Yihong Qiao
, Ian J. C. MacCormick
, Xiaowei Huang
, Yalin Zheng
:
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. 690-701 - Soufiane Belharbi
, Jérôme Rony
, Jose Dolz
, Ismail Ben Ayed
, Luke McCaffrey, Eric Granger
:
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. 702-714 - Jie Liu
, Xiaoqing Guo
, Yixuan Yuan
:
Graph-Based Surgical Instrument Adaptive Segmentation via Domain-Common Knowledge. 715-726 - Yachao Zhang
, Yue Wang
, Puxiang Lai
, Lidai Wang
:
Video-Rate Dual-Modal Wide-Beam Harmonic Ultrasound and Photoacoustic Computed Tomography. 727-736 - Deepika Singh
, Ashutosh Kumar Singh, Sonia Tiwari:
Breast Thermography as an Adjunct Tool to Monitor the Chemotherapy Response in a Triple Negative BIRADS V Cancer Patient: A Case Study. 737-745 - Ethan H. Nguyen
, Haichun Yang, Ruining Deng
, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman
, Agnes B. Fogo, Yuankai Huo
:
Circle Representation for Medical Object Detection. 746-754
Volume 41, Number 4, April 2022
- Richard J. Chen, Ming Y. Lu
, Jingwen Wang, Drew F. K. Williamson
, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood
:
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. 757-770 - Feng Shi
, Bojiang Chen, Qiqi Cao, Ying Wei, Qing Zhou, Rui Zhang, Yaojie Zhou, Wenjie Yang, Xiang Wang, Rongrong Fan, Fan Yang, Yanbo Chen, Weimin Li, Yaozong Gao, Dinggang Shen
:
Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images. 771-781 - Chloé Bourquin
, Jonathan Porée
, Frédéric Lesage
, Jean Provost
:
In Vivo Pulsatility Measurement of Cerebral Microcirculation in Rodents Using Dynamic Ultrasound Localization Microscopy. 782-792 - Mohammad H. Jafari
, Christina Luong
, Michael Y. Tsang, Ang Nan Gu
, Nathan Van Woudenberg, Robert Rohling
, Teresa Tsang
, Purang Abolmaesumi
:
U-LanD: Uncertainty-Driven Video Landmark Detection. 793-804 - Zhuoying Wang
, Yifeng Zhou, Song Hu
:
Sparse Coding-Enabled Low-Fluence Multi-Parametric Photoacoustic Microscopy. 805-814 - Ponkrshnan Thiagarajan
, Pushkar Khairnar
, Susanta Ghosh
:
Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images. 815-825 - Yue Zhao
, Lingming Zhang
, Yang Liu
, Deyu Meng
, Zhiming Cui
, Chenqiang Gao
, Xinbo Gao
, Chunfeng Lian
, Dinggang Shen
:
Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation. 826-835 - Laurent Chauvin
, Kuldeep Kumar
, Christian Desrosiers
, William M. Wells III, Matthew Toews
:
Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets. 836-845 - Justine Robin
, Ali Özbek
, Michael Reiss
, Xosé-Luís Dean-Ben
, Daniel Razansky
:
Dual-Mode Volumetric Optoacoustic and Contrast Enhanced Ultrasound Imaging With Spherical Matrix Arrays. 846-856 - Chao Li
, Haibo Jia, Jinwei Tian
, Chong He, Fang Lu, Kaiwen Li
, Yubin Gong
, Sining Hu, Bo Yu, Zhao Wang
:
Comprehensive Assessment of Coronary Calcification in Intravascular OCT Using a Spatial-Temporal Encoder-Decoder Network. 857-868 - Hong Wang
, Yuexiang Li
, Nanjun He
, Kai Ma
, Deyu Meng
, Yefeng Zheng
:
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. 869-880 - Chuang Zhu
, Wenkai Chen
, Ting Peng
, Ying Wang
, Mulan Jin:
Hard Sample Aware Noise Robust Learning for Histopathology Image Classification. 881-894 - Rafael C. Schick
, Thomas Koehler, Wolfgang Noichl
, Fabio De Marco
, Konstantin Willer, Theresa Urban
, Manuela Frank
, Thomas Pralow, Ingo Maack, Sven Prevrhal, Bernd Lundt, Alexander Fingerle, Daniela Pfeiffer, Julia Herzen, Franz Pfeiffer
:
Correction of Motion Artifacts in Dark-Field Radiography of the Human Chest. 895-902 - Bo Yang
, Min Liu
, Yaonan Wang
, Kang Zhang, Erik Meijering
:
Structure-Guided Segmentation for 3D Neuron Reconstruction. 903-914 - Stephen A. Lee
, Elisa E. Konofagou
:
FUS-Net: U-Net-Based FUS Interference Filtering. 915-924 - S. Mazdak Abulnaga
, Esra Abaci Turk, Mikhail Bessmeltsev, Patricia Ellen Grant
, Justin Solomon, Polina Golland:
Volumetric Parameterization of the Placenta to a Flattened Template. 925-936 - Maria Wimmer
, Gert Sluiter
, David Major
, Dimitrios Lenis
, Astrid Berg
, Theresa Neubauer
, Katja Bühler
:
Multi-Task Fusion for Improving Mammography Screening Data Classification. 937-950 - Bin Huang
, Yufeng Ye, Ziyue Xu
, Zongyou Cai, Yan He, Zhangnan Zhong, Lingxiang Liu, Xin Chen
, Hanwei Chen, Bingsheng Huang:
3D Lightweight Network for Simultaneous Registration and Segmentation of Organs-at-Risk in CT Images of Head and Neck Cancer. 951-964 - Jeya Maria Jose Valanarasu
, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel
:
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation. 965-976 - Mariia Borovkova
, Oleksii Sieryi
, Ivan Lopushenko
, Natalia Kartashkina, Jens Pahnke
, Alexander Bykov
, Igor V. Meglinski
:
Screening of Alzheimer's Disease With Multiwavelength Stokes Polarimetry in a Mouse Model. 977-982 - Zhe Liu
, Pierre-Olivier Bagnaninchi, Yunjie Yang
:
Impedance-Optical Dual-Modal Cell Culture Imaging With Learning-Based Information Fusion. 983-996 - Adrien Foucart
, Olivier Debeir, Christine Decaestecker
:
Comments on "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge". 997-999 - Ruchika Verma
, Neeraj Kumar
, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane
, Amit Sethi:
Author's Reply to "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge". 1000-1003
Volume 41, Number 5, May 2022
- Jiasheng Su
, Ruben Pellicer-Guridi
, Thomas Edwards, Miguel Fuentes, Matthew S. Rosen
, Viktor Vegh
, David C. Reutens
:
A CNN Based Software Gradiometer for Electromagnetic Background Noise Reduction in Low Field MRI Applications. 1007-1016 - Peiliang Bai
, Abolfazl Safikhani
, George Michailidis
:
A Fast Detection Method of Break Points in Effective Connectivity Networks. 1017-1030 - Weixun Chen
, Min Liu
, Hao Du, Miroslav Radojevic
, Yaonan Wang
, Erik Meijering
:
Deep-Learning-Based Automated Neuron Reconstruction From 3D Microscopy Images Using Synthetic Training Images. 1031-1042 - Cheng Bian
, Chenglang Yuan, Kai Ma
, Shuang Yu
, Dong Wei
, Yefeng Zheng
:
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. 1043-1056 - Jue Jiang
, Andreas Rimner
, Joseph O. Deasy
, Harini Veeraraghavan
:
Unpaired Cross-Modality Educed Distillation (CMEDL) for Medical Image Segmentation. 1057-1068 - Xuan Wang
, Min Liu
, Yaonan Wang
, Jiawang Fan, Erik Meijering
:
A 3D Tubular Flux Model for Centerline Extraction in Neuron Volumetric Images. 1069-1079 - Linghua Wu, Zhongwen Cheng
, Yuanzheng Ma, Yujing Li
, Mingyang Ren, Da Xing, Huan Qin
:
A Handheld Microwave Thermoacoustic Imaging System With an Impedance Matching Microwave-Sono Probe for Breast Tumor Screening. 1080-1086 - Lei Guo
, Nghia Nguyen-Trong
, Ahmed Al-Saffar
, Anthony E. Stancombe
, Konstanty Bialkowski
, Amin M. Abbosh
:
Calibrated Frequency-Division Distorted Born Iterative Tomography for Real-Life Head Imaging. 1087-1103 - Chang-Hoon Choi
, Suk-Min Hong
, Jörg Felder
, Lutz Tellmann
, Jürgen Scheins, Elena Rota Kops
, Christoph W. Lerche
, N. Jon Shah
:
A Novel J-Shape Antenna Array for Simultaneous MR-PET or MR-SPECT Imaging. 1104-1113 - Kaiyan Li
, Weimin Zhou
, Hua Li
, Mark A. Anastasio
:
A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods. 1114-1124 - Majid Zamani
, Merja Kallio
, Richard H. Bayford
, Andreas Demosthenous
:
Generation of Anatomically Inspired Human Airway Tree Using Electrical Impedance Tomography: A Method to Estimate Regional Lung Filling Characteristics. 1125-1137 - Fei Lyu
, Andy J. Ma
, Terry Cheuk-Fung Yip
, Grace Lai-Hung Wong, Pong C. Yuen
:
Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation. 1138-1149 - Yue Hu
, Peng Li
, Hao Chen
, Lixian Zou, Haifeng Wang
:
High-Quality MR Fingerprinting Reconstruction Using Structured Low-Rank Matrix Completion and Subspace Projection. 1150-1164 - Yuchuan Qiao
, Yonggang Shi
:
Unsupervised Deep Learning for FOD-Based Susceptibility Distortion Correction in Diffusion MRI. 1165-1175 - Wenyuan Li
, Jiayun Li
, Zichen Wang, Jennifer Polson
, Anthony E. Sisk, Dipti P. Sajed, William Speier
, Corey W. Arnold
:
PathAL: An Active Learning Framework for Histopathology Image Analysis. 1176-1187 - Lorenzo Massimi
, Tamara Suaris, Charlotte K. Hagen, Marco Endrizzi
, Peter Munro
, Glafkos Havariyoun, P. M. Sam Hawker, Bennie Smit, Alberto Astolfo, Oliver J. Larkin
, Richard M. Waltham
, Zoheb Shah, Stephen W. Duffy, Rachel L. Nelan
, Anthony Peel, J. Louise Jones, Ian G. Haig, David Bate, Alessandro Olivo
:
Volumetric High-Resolution X-Ray Phase-Contrast Virtual Histology of Breast Specimens With a Compact Laboratory System. 1188-1195 - Yiren Chen
, Kunjin He
, Bo Hao
, Yiping Weng, Zhengming Chen:
FractureNet: A 3D Convolutional Neural Network Based on the Architecture of m-Ary Tree for Fracture Type Identification. 1196-1207 - Fudong Li
, Xingyu Lu
, Jianjun Yuan
:
MHA-CoroCapsule: Multi-Head Attention Routing-Based Capsule Network for COVID-19 Chest X-Ray Image Classification. 1208-1218 - Dongming Wei
, Sahar Ahmad
, Yuyu Guo
, Liyun Chen, Yunzhi Huang
, Lei Ma
, Zhengwang Wu
, Gang Li
, Li Wang
, Weili Lin, Pew-Thian Yap
, Dinggang Shen
, Qian Wang
:
Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images. 1219-1229 - Tiantian Li
, Mengxi Zhang, Wenyuan Qi, Evren Asma, Jinyi Qi
:
Deep Learning Based Joint PET Image Reconstruction and Motion Estimation. 1230-1241 - Peng Yao
, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao
, Benjamin Kaffenberger
, Ronald X. Xu:
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification. 1242-1254 - Weihang Dai
, Xiaomeng Li
, Wan Hang Keith Chiu
, Michael David Kuo, Kwang-Ting Cheng
:
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment. 1255-1268 - Ivan Ezhov
, Tudor Mot, Suprosanna Shit
, Jana Lipková
, Johannes C. Paetzold, Florian Kofler
, Chantal Pellegrini
, Marcel Kollovieh, Fernando Navarro
, Hongwei Li
, Marie Metz, Benedikt Wiestler
, Bjoern H. Menze
:
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. 1269-1278 - Huijuan Zhang
, Wei Bo, Depeng Wang, Anthony DiSpirito III
, Chuqin Huang, Nikhila Nyayapathi
, Emily Zheng, Tri Vu, Yiyang Gong
, Junjie Yao
, Wenyao Xu
, Jun Xia
:
Deep-E: A Fully-Dense Neural Network for Improving the Elevation Resolution in Linear-Array-Based Photoacoustic Tomography. 1279-1288 - Meghdoot Mozumder
, Andreas Hauptmann
, Ilkka Nissilä
, Simon R. Arridge
, Tanja Tarvainen
:
A Model-Based Iterative Learning Approach for Diffuse Optical Tomography. 1289-1299 - Jinbum Kang
, Kanghee Han, Ilseob Song
, Kang-sik Kim, Won Seuk Jang
, Min Jung Kim
, Yangmo Yoo
:
Real-Time Ultrasound Detection of Breast Microcalcifications Using Multifocus Twinkling Artifact Imaging. 1300-1308
Volume 41, Number 6, June 2022
- Ester Bonmati
, Yipeng Hu
, Alexander Grimwood, Gavin J. Johnson, George Goodchild, Margaret G. Keane
, Kurinchi Gurusamy
, Brian R. Davidson
, Matthew J. Clarkson
, Stephen P. Pereira
, Dean C. Barratt
:
Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks. 1311-1319 - Minh H. Vu
, Gabriella Norman, Tufve Nyholm
, Tommy Löfstedt
:
A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation. 1320-1330 - Xuanang Xu
, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood
, Pingkun Yan
:
Shadow-Consistent Semi-Supervised Learning for Prostate Ultrasound Segmentation. 1331-1345 - Yuyin Zhou
, David Dreizin
, Yan Wang
, Fengze Liu, Wei Shen
, Alan L. Yuille:
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation With Limited Data. 1346-1357 - Xiaoguang Li
, Yichao Zhou
, Hongxia Yin, Zhenchang Wang, Li Zhuo
, Hui Zhang
:
Detecting Absence of Bone Wall in Jugular Bulb by Image Transformation Surrogate Tasks. 1358-1370 - Cheng Xue
, Lequan Yu
, Pengfei Chen
, Qi Dou
, Pheng-Ann Heng
:
Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training. 1371-1382 - Yao Sui
, Onur Afacan
, Camilo Jaimes, Ali Gholipour
, Simon K. Warfield
:
Scan-Specific Generative Neural Network for MRI Super-Resolution Reconstruction. 1383-1399 - Naohiro Eda
, Motofumi Fushimi
, Keisuke Hasegawa
, Takaaki Nara
:
A Method for Electrical Property Tomography Based on a Three-Dimensional Integral Representation of the Electric Field. 1400-1409 - Miles Thies
, Michael L. Oelze
:
Combined Therapy Planning, Real-Time Monitoring, and Low Intensity Focused Ultrasound Treatment Using a Diagnostic Imaging Array. 1410-1419 - Yue Zhu
, Charlotte R. Sappo
, William A. Grissom
, John C. Gore
, Xinqiang Yan
:
Dual-Tuned Lattice Balun for Multi-Nuclear MRI and MRS. 1420-1430 - Chee-Ming Ting
, Jeremy I. Skipper
, Fuad Noman
, Steven L. Small
, Hernando C. Ombao
:
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. 1431-1442 - Minh Q. Tran
, Tuong Do
, Huy Tran, Erman Tjiputra, Quang D. Tran
, Anh Nguyen
:
Light-Weight Deformable Registration Using Adversarial Learning With Distilling Knowledge. 1443-1453 - Fan Zhang
, William M. Wells III, Lauren J. O'Donnell
:
Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration. 1454-1467 - Md. Murad Hossain
, Caterina M. Gallippi
:
Quantitative Estimation of Mechanical Anisotropy Using Acoustic Radiation Force (ARF)-Induced Peak Displacements (PD): In Silico and Experimental Demonstration. 1468-1481 - Yexin Liu, Jian Zhou
, Lizhu Liu
, Zhengjia Zhan, Yueqiang Hu, Yongqing Fu
, Huigao Duan:
FCP-Net: A Feature-Compression-Pyramid Network Guided by Game-Theoretic Interactions for Medical Image Segmentation. 1482-1496 - Shixuan Zhao
, Yang Chen, Kai-Fu Yang
, Yan Luo, Bu-Yun Ma
, Yong-Jie Li
:
A Local and Global Feature Disentangled Network: Toward Classification of Benign-Malignant Thyroid Nodules From Ultrasound Image. 1497-1509 - Guoyang Li
, Yuxuan Jiang
, Yang Zheng
, Weiqiang Xu, Zhaoyi Zhang, Yanping Cao:
Arterial Stiffness Probed by Dynamic Ultrasound Elastography Characterizes Waveform of Blood Pressure. 1510-1519 - Jianhong Cheng
, Jin Liu
, Hulin Kuang
, Jianxin Wang
:
A Fully Automated Multimodal MRI-Based Multi-Task Learning for Glioma Segmentation and IDH Genotyping. 1520-1532 - Lie Ju
, Xin Wang
, Lin Wang
, Dwarikanath Mahapatra
, Xin Zhao, Quan Zhou
, Tongliang Liu
, Zongyuan Ge
:
Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation. 1533-1546 - Gang Xing
, Li Chen, Hualin Wang, Jiong Zhang
, Dongke Sun, Feng Xu, Jianqin Lei
, Xiayu Xu
:
Multi-Scale Pathological Fluid Segmentation in OCT With a Novel Curvature Loss in Convolutional Neural Network. 1547-1559 - Suraj Mishra
, Yizhe Zhang, Danny Z. Chen
, X. Sharon Hu
:
Data-Driven Deep Supervision for Medical Image Segmentation. 1560-1574 - Jinbiao Liu
, Gansheng Tan
, Jixian Wang, Yina Wei, Yixuan Sheng
, Hui Chang, Qing Xie, Honghai Liu:
Closed-Loop Construction and Analysis of Cortico-Muscular-Cortical Functional Network After Stroke. 1575-1586 - Viktor Puchnin
, Viacheslav Ivanov
, Mikhail Gulyaev
, Yury Pirogov, Mikhail Zubkov
:
Imaging Capabilities of the ¹H-X-Nucleus Metamaterial-Inspired Multinuclear RF-Coil. 1587-1595 - Shiqi Huang
, Jianan Li
, Yuze Xiao
, Ning Shen
, Tingfa Xu
:
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-Lesion Segmentation. 1596-1607
Volume 41, Number 7, July 2022
- Zixun Huang
, Rui Zhao
, Frank H. F. Leung
, Sunetra Banerjee
, Timothy Tin-Yan Lee
, De Yang, Daniel Pak-Kong Lun
, Kin-Man Lam
, Yong-Ping Zheng
, Sai Ho Ling
:
Joint Spine Segmentation and Noise Removal From Ultrasound Volume Projection Images With Selective Feature Sharing. 1610-1624 - Zaccharie Ramzi
, Chaithya G. R.
, Jean-Luc Starck
, Philippe Ciuciu
:
NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction. 1625-1638 - Yang Li
, Tingting Dan
, Haojiang Li, Jiazhou Chen
, Hong Peng, Lizhi Liu, Hongmin Cai
:
NPCNet: Jointly Segment Primary Nasopharyngeal Carcinoma Tumors and Metastatic Lymph Nodes in MR Images. 1639-1650 - Wenyao Xia
, Elvis C. S. Chen
, Stephen E. Pautler, Terry M. Peters
:
A Robust Edge-Preserving Stereo Matching Method for Laparoscopic Images. 1651-1664 - Jiale Cheng
, Xin Zhang
, Hao Ni
, Chenyang Li, Xiangmin Xu
, Zhengwang Wu
, Li Wang
, Weili Lin, Gang Li
:
Path Signature Neural Network of Cortical Features for Prediction of Infant Cognitive Scores. 1665-1676 - Beatrice van Amsterdam
, Isabel Funke
, Eddie Edwards, Stefanie Speidel
, Justin Collins
, Ashwin Sridhar
, John D. Kelly, Matthew J. Clarkson
, Danail Stoyanov
:
Gesture Recognition in Robotic Surgery With Multimodal Attention. 1677-1687 - Sheng Wang
, Xi Ouyang
, Tianming Liu
, Qian Wang
, Dinggang Shen
:
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis. 1688-1698 - Heng Li
, Haofeng Liu
, Yan Hu
, Huazhu Fu
, Yitian Zhao
, Hanpei Miao
, Jiang Liu
:
An Annotation-Free Restoration Network for Cataractous Fundus Images. 1699-1710 - Junhao Hu
, Chenyang Zhang
, Kang Zhou
, Shenghua Gao
:
Chest X-Ray Diagnostic Quality Assessment: How Much Is Pixel-Wise Supervision Needed? 1711-1723 - Ian Rubinoff
, David A. Miller, Roman Kuranov, Yuanbo Wang, Raymond Fang
, Nicholas J. Volpe
, Hao F. Zhang
:
High-Speed Balanced-Detection Visible-Light Optical Coherence Tomography in the Human Retina Using Subpixel Spectrometer Calibration. 1724-1734 - Corey E. Cruttenden, Wei Zhu, Yi Zhang, Xiao-Hong Zhu, Wei Chen
, Rajesh Rajamani
:
Toward Completely Sampled Extracellular Neural Recording During fMRI. 1735-1746 - Yilmaz Korkmaz
, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey
, Tolga Çukur
:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. 1747-1763 - Marwa Ismail
, Prateek Prasanna, Kaustav Bera
, Volodymyr Statsevych, Virginia B. Hill, Gagandeep Singh, Sasan Partovi
, Niha G. Beig, Sean D. McGarry, Peter S. LaViolette, Manmeet Ahluwalia
, Anant Madabhushi
, Pallavi Tiwari
:
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. 1764-1777 - Dianlin Hu
, Yikun Zhang
, Jin Liu
, Shouhua Luo, Yang Chen
:
DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT Reconstruction. 1778-1790 - Runnan Chen
, Yuexin Ma, Nenglun Chen, Lingjie Liu, Zhiming Cui
, Yanhong Lin, Wenping Wang:
Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark Detection. 1791-1801 - Sean M. Rothenberger
, Jiacheng Zhang
, Melissa C. Brindise
, Susanne Schnell
, Michael Markl, Pavlos P. Vlachos
, Vitaliy L. Rayz:
Modeling Bias Error in 4D Flow MRI Velocity Measurements. 1802-1812 - Tommaso Di Ianni
, Raag D. Airan
:
Deep-fUS: A Deep Learning Platform for Functional Ultrasound Imaging of the Brain Using Sparse Data. 1813-1825 - Jingliang Zhao
, Jie Zhao
, Shumao Pang
, Qianjin Feng
:
Segmentation of the True Lumen of Aorta Dissection via Morphology-Constrained Stepwise Deep Mesh Regression. 1826-1836 - Cheng Ouyang
, Carlo Biffi
, Chen Chen
, Turkay Kart
, Huaqi Qiu
, Daniel Rueckert
:
Self-Supervised Learning for Few-Shot Medical Image Segmentation. 1837-1848 - Han Wang
, Fasheng Yi, Jingling Wang, Zhang Yi
, Haixian Zhang
:
RECISTSup: Weakly-Supervised Lesion Volume Segmentation Using RECIST Measurement. 1849-1861 - Fabian Mohn
, Tobias Knopp
, Marija Boberg
, Florian Thieben
, Patryk Szwargulski
, Matthias Graeser
:
System Matrix Based Reconstruction for Pulsed Sequences in Magnetic Particle Imaging. 1862-1873 - Zehui Liao
, Yutong Xie
, Shishuai Hu
, Yong Xia
:
Learning From Ambiguous Labels for Lung Nodule Malignancy Prediction. 1874-1884 - Kerem Can Tezcan
, Neerav Karani, Christian F. Baumgartner
, Ender Konukoglu:
Sampling Possible Reconstructions of Undersampled Acquisitions in MR Imaging With a Deep Learned Prior. 1885-1896 - Xinyu Liu
, Yixuan Yuan
:
A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow. 1897-1908
Volume 41, Number 8, August 2022
- Ewan Evain
, Yunyun Sun, Khuram Faraz, Damien Garcia
, Eric Saloux, Bernhard L. Gerber
, Mathieu De Craene, Olivier Bernard
:
Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation. 1911-1924 - Chen-Chen Fan
, Liang Peng
, Tian Wang, Hongjun Yang
, Xiao-Hu Zhou
, Zhen-Liang Ni
, Guan'an Wang
, Sheng Chen, Yan-Jie Zhou
, Zeng-Guang Hou
:
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network. 1925-1937 - Jipeng Yan
, Tao Zhang, Jacob Broughton-Venner
, Pintong Huang, Meng-Xing Tang
:
Super-Resolution Ultrasound Through Sparsity-Based Deconvolution and Multi-Feature Tracking. 1938-1947 - Assaf Arbelle, Shaked Cohen
, Tammy Riklin Raviv
:
Dual-Task ConvLSTM-UNet for Instance Segmentation of Weakly Annotated Microscopy Videos. 1948-1960 - Qingjie Meng
, Chen Qin
, Wenjia Bai
, Tianrui Liu
, Antonio de Marvao
, Declan P. O'Regan
, Daniel Rueckert
:
MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI. 1961-1974 - Yang Li
, Yue Zhang
, Wei-Gang Cui
, Baiying Lei
, Xihe Kuang
, Teng Zhang
:
Dual Encoder-Based Dynamic-Channel Graph Convolutional Network With Edge Enhancement for Retinal Vessel Segmentation. 1975-1989 - Chengsheng Mao
, Liang Yao
, Yuan Luo:
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays. 1990-2003 - Jungbin Lee
, Seonghan Kim, Jeongho Kim, Byeong Jae Son, Chang Ho Yoon
, Hong Kyun Kim, Ki Hean Kim
:
Moxifloxacin-Based Extended Depth-of-Field Fluorescence Microscopy for Real-Time Conjunctival Goblet Cell Examination. 2004-2008 - Xiangmin Han
, Xiaoyan Fei, Jun Wang
, Tao Zhou
, Shihui Ying
, Jun Shi
, Dinggang Shen
:
Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis With Imbalanced Modalities. 2009-2020 - Jue Jiang
, Harini Veeraraghavan
:
One Shot PACS: Patient Specific Anatomic Context and Shape Prior Aware Recurrent Registration-Segmentation of Longitudinal Thoracic Cone Beam CTs. 2021-2032 - Eric Z. Chen
, Puyang Wang
, Xiao Chen
, Terrence Chen, Shanhui Sun
:
Pyramid Convolutional RNN for MRI Image Reconstruction. 2033-2047 - Luis Albert Zavala-Mondragón
, Peter M. J. Rongen
, Javier Oliván Bescós, Peter H. N. de With
, Fons van der Sommen
:
Noise Reduction in CT Using Learned Wavelet-Frame Shrinkage Networks. 2048-2066 - Qier Meng
, Liang Liao
, Shin'ichi Satoh
:
Weakly-Supervised Learning With Complementary Heatmap for Retinal Disease Detection. 2067-2078 - Lei Mou, Hong Qi
, Yonghuai Liu
, Yalin Zheng
, Peter Matthew, Pan Su, Jiang Liu
, Jiong Zhang, Yitian Zhao
:
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity. 2079-2091 - Yang Zhou
, Zhiwen Yang
, Hui Zhang, Eric I-Chao Chang, Yubo Fan
, Yan Xu
:
3D Segmentation Guided Style-Based Generative Adversarial Networks for PET Synthesis. 2092-2104 - Chaithya G. R.
, Pierre Weiss
, Guillaume Daval-Frerot, Aurélien Massire, Alexandre Vignaud, Philippe Ciuciu
:
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging. 2105-2117 - William Consagra
, Arun Venkataraman, Zhengwu Zhang
:
Optimized Diffusion Imaging for Brain Structural Connectome Analysis. 2118-2129 - Mengting Xu
, Tao Zhang, Daoqiang Zhang
:
MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack. 2130-2143 - Xiang Chen, Wenjun Xia
, Yan Liu
, Hu Chen
, Jiliu Zhou, Zhiyuan Zha
, Bihan Wen
, Yi Zhang
:
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction. 2144-2156 - Diya Sun
, Yungeng Zhang, Yuru Pei
, Peixin Li, Kaichen Nie
, Tianmin Xu, Tianbing Wang, Hongbin Zha
:
Deep Volumetric Descriptor Learning for Dense Correspondence of Cone-Beam Computed Tomography via Spectral Maps. 2157-2169 - Gary Ruben
, Isaac Pinar, Jeremy M. C. Brown
, Florian Schaff, James A. Pollock
, Kelly J. Crossley, Anton Maksimenko, Chris Hall, Daniel Hausermann, Kentaro Uesugi, Marcus J. Kitchen
:
Full Field X-Ray Scatter Tomography. 2170-2179 - Tiange Xiang
, Yang Song
, Chaoyi Zhang, Dongnan Liu
, Mei Chen, Fan Zhang
, Heng Huang
, Lauren O'Donnell
, Weidong Cai
:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. 2180-2190 - Ya Gao
, Wenyi Xu
, Yiming Chen
, Weiya Xie, Qian Cheng
:
Deep Learning-Based Photoacoustic Imaging of Vascular Network Through Thick Porous Media. 2191-2204
Volume 41, Number 9, September 2022
- Shuai Zheng
, Zhenfeng Zhu
, Zhizhe Liu
, Zhenyu Guo, Yang Liu, Yuchen Yang
, Yao Zhao
:
Multi-Modal Graph Learning for Disease Prediction. 2207-2216 - Dasheng Wu
, Haoming Li, Jianbo Chang
, Chenchen Qin, Yihao Chen, Yixun Liu, Qinghua Zhang, Bingsheng Huang, Ming Feng, Renzhi Wang, Jianhua Yao
:
Automatic Brain Midline Surface Delineation on 3D CT Images With Intracranial Hemorrhage. 2217-2227 - Chenyu You
, Yuan Zhou
, Ruihan Zhao, Lawrence H. Staib
, James S. Duncan
:
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation. 2228-2237 - Yubo Tan
, Kai-Fu Yang
, Shixuan Zhao
, Yong-Jie Li
:
Retinal Vessel Segmentation With Skeletal Prior and Contrastive Loss. 2238-2251 - Jiatai Lin
, Guoqiang Han
, Xipeng Pan, Zaiyi Liu, Hao Chen
, Danyi Li, Xiping Jia
, Zhenwei Shi
, Zhizhen Wang, Yanfen Cui, Haiming Li, Changhong Liang, Li Liang, Ying Wang, Chu Han
:
PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning. 2252-2262 - Yipu Zhang
, Haowei Zhang, Li Xiao
, Yuntong Bai
, Vince D. Calhoun
, Yu-Ping Wang
:
Multi-Modal Imaging Genetics Data Fusion via a Hypergraph-Based Manifold Regularization: Application to Schizophrenia Study. 2263-2272 - Jiahuan Song
, Xinjian Chen
, Qianlong Zhu
, Fei Shi
, Dehui Xiang
, Zhongyue Chen, Ying Fan, Lingjiao Pan, Weifang Zhu
:
Global and Local Feature Reconstruction for Medical Image Segmentation. 2273-2284 - Mohammad Sarabian
, Hessam Babaee
, Kaveh Laksari
:
Physics-Informed Neural Networks for Brain Hemodynamic Predictions Using Medical Imaging. 2285-2303 - Sheng He
, Yanfang Feng, Patricia Ellen Grant
, Yangming Ou
:
Deep Relation Learning for Regression and Its Application to Brain Age Estimation. 2304-2317 - Guanhua Wang
, Tianrui Luo
, Jon-Fredrik Nielsen, Douglas C. Noll
, Jeffrey A. Fessler
:
B-Spline Parameterized Joint Optimization of Reconstruction and K-Space Trajectories (BJORK) for Accelerated 2D MRI. 2318-2330 - Matthias Wilms
, Jordan J. Bannister
, Pauline Mouches
, M. Ethan MacDonald
, Deepthi Rajashekar
, Sönke Langner
, Nils D. Forkert
:
Invertible Modeling of Bidirectional Relationships in Neuroimaging With Normalizing Flows: Application to Brain Aging. 2331-2347 - Wonjun Ko
, Wonsik Jung
, Eunjin Jeon
, Heung-Il Suk
:
A Deep Generative-Discriminative Learning for Multimodal Representation in Imaging Genetics. 2348-2359 - Brian Matejek
, Tim Franzmeyer, Donglai Wei, Xueying Wang
, Jinglin Zhao, Kálmán Palágyi, Jeff W. Lichtman, Hanspeter Pfister
:
Scalable Biologically-Aware Skeleton Generation for Connectomic Volumes. 2360-2370 - Weijie Gan
, Yu Sun
, Cihat Eldeniz
, Jiaming Liu
, Hongyu An
, Ulugbek S. Kamilov
:
Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. 2371-2384 - Qi You
, Joshua D. Trzasko, Matthew R. Lowerison
, Xi Chen
, Zhijie Dong
, Nathiya Vaithiyalingam ChandraSekaran, Daniel A. Llano
, Shigao Chen
, Pengfei Song
:
Curvelet Transform-Based Sparsity Promoting Algorithm for Fast Ultrasound Localization Microscopy. 2385-2398 - Matthew Tivnan
, Wenying Wang, Grace J. Gang
, J. Webster Stayman
:
Design Optimization of Spatial-Spectral Filters for Cone-Beam CT Material Decomposition. 2399-2413 - Lin Ge
, Xingyue Wei
, Yayu Hao, Jianwen Luo
, Yan Xu
:
Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network. 2414-2431 - Tingting Chen
, Wenhao Zheng, Haochao Ying
, Xiangyu Tan, Kexin Li, Xiaoping Li, Danny Z. Chen
, Jian Wu:
A Task Decomposing and Cell Comparing Method for Cervical Lesion Cell Detection. 2432-2442 - Dwarikanath Mahapatra
, Zongyuan Ge
, Mauricio Reyes
:
Self-Supervised Generalized Zero Shot Learning for Medical Image Classification Using Novel Interpretable Saliency Maps. 2443-2456 - Yunlong Zhang
, Xin Lin
, Yihong Zhuang
, Liyan Sun, Yue Huang
, Xinghao Ding
, Guisheng Wang, Lin Yang, Yizhou Yu
:
Harmonizing Pathological and Normal Pixels for Pseudo-Healthy Synthesis. 2457-2468 - Yonghui Li
, Yao Xue
, Liangfu Li
, Xingjun Zhang
, Xueming Qian
:
Domain Adaptive Box-Supervised Instance Segmentation Network for Mitosis Detection. 2469-2485 - Xinlin Zhang
, Hengfa Lu
, Di Guo
, Zongying Lai, Huihui Ye
, Xi Peng
, Bo Zhao
, Xiaobo Qu
:
Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization. 2486-2498 - Kai Xuan
, Lei Xiang
, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen
, Qian Wang
:
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network. 2499-2509 - Fei Lyu
, Mang Ye
, Andy J. Ma
, Terry Cheuk-Fung Yip
, Grace Lai-Hung Wong, Pong C. Yuen
:
Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation. 2510-2520 - Antoine Legouhy
, François Rousseau
, Christian Barillot, Olivier Commowick
:
An Iterative Centroid Approach for Diffeomorphic Online Atlasing. 2521-2531 - Nathan Blanken
, Jelmer M. Wolterink
, Hervé Delingette
, Christoph Brune
, Michel Versluis
, Guillaume P. R. Lajoinie
:
Super-Resolved Microbubble Localization in Single-Channel Ultrasound RF Signals Using Deep Learning. 2532-2542 - Shuangyang Zhang
, Li Qi
, Xipan Li
, Zhichao Liang, Xiangdong Sun, Jiaming Liu, Lijun Lu
, Yanqiu Feng
, Wufan Chen
:
MRI Information-Based Correction and Restoration of Photoacoustic Tomography. 2543-2555
Volume 41, Number 10, October 2022
- Jiahong Ouyang
, Qingyu Zhao
, Ehsan Adeli
, Greg Zaharchuk
, Kilian M. Pohl
:
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI. 2558-2569 - Anqi Xiao
, Biluo Shen, Xiaojing Shi, Zhe Zhang, Zeyu Zhang, Jie Tian, Nan Ji
, Zhenhua Hu
:
Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging. 2570-2581 - Peixian Liang
, Yizhe Zhang, Yifan Ding, Jianxu Chen
, Chinedu S. Madukoma
, Tim Weninger
, Joshua D. Shrout
, Danny Z. Chen
:
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation. 2582-2597 - Onat Dalmaz
, Mahmut Yurt, Tolga Çukur
:
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. 2598-2614 - Yakub A. Bayhaqi
, Arsham Hamidi
, Ferda Canbaz
, Alexander A. Navarini
, Philippe C. Cattin
, Azhar Zam
:
Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy. 2615-2628 - Xuanxuan Zhang
, Xu Cao, Peng Zhang
, Fan Song, Jiulou Zhang, Lin Zhang, Guanglei Zhang
:
Self-Training Strategy Based on Finite Element Method for Adaptive Bioluminescence Tomography Reconstruction. 2629-2643 - Haoran Lai
, Sirui Fu, Jie Zhang, Jianyun Cao, Qianjin Feng, Ligong Lu, Meiyan Huang
:
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma. 2644-2657 - Ke Yan, Jinzheng Cai
, Dakai Jin, Shun Miao
, Dazhou Guo, Adam P. Harrison
, Youbao Tang
, Jing Xiao, Jingjing Lu, Le Lu
:
SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images. 2658-2669 - Yu Zhao
, Yurui Gao, Muwei Li
, Adam W. Anderson, Zhaohua Ding
, John C. Gore
:
Functional Parcellation of Human Brain Using Localized Topo-Connectivity Mapping. 2670-2680 - Hongyan Liu
, Oscar van der Heide
, Stefano Mandija
, Cornelis A. T. van den Berg
, Alessandro Sbrizzi
:
Acceleration Strategies for MR-STAT: Achieving High-Resolution Reconstructions on a Desktop PC Within 3 Minutes. 2681-2692 - Abdul Haseeb Ahmed
, Qing Zou
, Prashant Nagpal
, Mathews Jacob
:
Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation (DEBLUR). 2693-2703 - Mucong Li
, Nathan Beaumont
, Chenshuo Ma, Juan Rojas, Tri Vu, Max Harlacher, Graeme O'Connell
, Ryan C. Gessner, Hailey Kilian, Ludmila A. Kasatkina
, Yong Chen, Qiang Huang
, Xiling Shen, Jonathan F. Lovell
, Vladislav V. Verkhusha, Tomasz J. Czernuszewicz, Junjie Yao
:
Three-Dimensional Deep-Tissue Functional and Molecular Imaging by Integrated Photoacoustic, Ultrasound, and Angiographic Tomography (PAUSAT). 2704-2714 - Wei Wu
, Jingyang Zhang, Wenjia Peng, Hongzhi Xie, Shuyang Zhang, Lixu Gu
:
CAR-Net: A Deep Learning-Based Deformation Model for 3D/2D Coronary Artery Registration. 2715-2727 - David Zimmerer
, Peter M. Full, Fabian Isensee
, Paul Jäger, Tim Adler
, Jens Petersen, Gregor Köhler
, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan
, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz
, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein:
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. 2728-2738 - Seungbo Ha
, Ilwoo Lyu
:
SPHARM-Net: Spherical Harmonics-Based Convolution for Cortical Parcellation. 2739-2751 - Tingting Dan
, Zhuobin Huang, Hongmin Cai
, Paul J. Laurienti
, Guorong Wu
:
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network. 2752-2763 - Yu Li
, Xin Zhang
, Jingxin Nie
, Guowei Zhang, Ruiyan Fang, Xiangmin Xu
, Zhengwang Wu, Dan Hu, Li Wang
, Han Zhang
, Weili Lin, Gang Li
:
Brain Connectivity Based Graph Convolutional Networks and Its Application to Infant Age Prediction. 2764-2776 - Zhihua Wang
, Lequan Yu
, Xin Ding, Xuehong Liao, Liansheng Wang
:
Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer. 2777-2787 - Jinxin Lv
, Zhiwei Wang, Hongkuan Shi, Haobo Zhang
, Sheng Wang, Yilang Wang, Qiang Li
:
Joint Progressive and Coarse-to-Fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion. 2788-2802 - Zhanyu Wang
, Hongwei Han
, Lei Wang
, Xiu Li
, Luping Zhou
:
Automated Radiographic Report Generation Purely on Transformer: A Multicriteria Supervised Approach. 2803-2813 - Jianjia Zhang
, Luping Zhou
, Lei Wang
, Mengting Liu, Dinggang Shen
:
Diffusion Kernel Attention Network for Brain Disorder Classification. 2814-2827 - Huihui Fang
, Fei Li
, Huazhu Fu
, Xu Sun
, Xingxing Cao, Fengbin Lin, Jaemin Son
, Sunho Kim, Gwenolé Quellec
, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah
, Chia-Yen Lee, Chih-Chung Hsu
, Hai Xie
, Baiying Lei
, Ujjwal Baid, Shubham Innani
, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal
, Ching-Wei Wang
, Shih-Chang Lo
, José Ignacio Orlando, Hrvoje Bogunovic
, Xiulan Zhang, Yanwu Xu
:
ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. 2828-2847 - Jinyi Qi
, Bangyan Huang
:
Positronium Lifetime Image Reconstruction for TOF PET. 2848-2855 - Yankun Lang
, Chunfeng Lian
, Deqiang Xiao
, Han Deng
, Kim-Han Thung
, Peng Yuan, Jaime Gateno
, Tianshu Kuang
, David M. Alfi, Li Wang
, Dinggang Shen, James J. Xia
, Pew-Thian Yap
:
Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. 2856-2866 - Nathan Painchaud
, Nicolas Duchateau
, Olivier Bernard
, Pierre-Marc Jodoin
:
Echocardiography Segmentation With Enforced Temporal Consistency. 2867-2878 - Ryoji Hirano
, Takuto Emura, Otoichi Nakata, Toshiharu Nakashima, Miyako Asai
, Kuriko Kagitani-Shimono, Haruhiko Kishima
, Masayuki Hirata:
Fully-Automated Spike Detection and Dipole Analysis of Epileptic MEG Using Deep Learning. 2879-2890 - Junzhong Ji
, Yaqin Zhang
:
Functional Brain Network Classification Based on Deep Graph Hashing Learning. 2891-2902 - Ali Özbek
, Xosé-Luís Dean-Ben
, Daniel Razansky
:
Universal Real-Time Adaptive Signal Compression for High-Frame-Rate Optoacoustic Tomography. 2903-2911 - Changyu Chen
, Yuxiang Xing
, Hewei Gao
, Li Zhang, Zhiqiang Chen
:
Sam's Net: A Self-Augmented Multistage Deep-Learning Network for End-to-End Reconstruction of Limited Angle CT. 2912-2924 - Xuzhe Zhang
, Xinzi He, Jia Guo, Nabil Ettehadi
, Natalie Aw, David Semanek, Jonathan Posner, Andrew Laine, Yun Wang
:
PTNet3D: A 3D High-Resolution Longitudinal Infant Brain MRI Synthesizer Based on Transformers. 2925-2940 - Datta Singh Goolaub
, Jiawei Xu
, Eric M. Schrauben, Davide Marini
, John Kingdom, John G. Sled
, Mike Seed, Christopher K. Macgowan
:
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging. 2941-2952 - Qiushi Yang, Xiaoqing Guo
, Zhen Chen
, Yat Ming Peter Woo
, Yixuan Yuan
:
D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities. 2953-2964 - Rencheng Zheng, Qidong Wang, Shuangzhi Lv, Cuiping Li, Chengyan Wang
, Weibo Chen
, He Wang
:
Automatic Liver Tumor Segmentation on Dynamic Contrast Enhanced MRI Using 4D Information: Deep Learning Model Based on 3D Convolution and Convolutional LSTM. 2965-2976
Volume 41, Number 11, November 2022
- Anton Aminzadeh
, B. D. Arhatari, Anton Maksimenko, C. J. Hall
, Daniel Hausermann, A. G. Peele, Jane Fox
, B. Kumar, Zdenka Prodanovic, Matthew R. Dimmock
, D. Lockie, Konstantin M. Pavlov
, Yakov I. Nesterets
, Darren Thompson
, S. C. Mayo, David M. Paganin
, Seyedamir Tavakoli Taba
, Sarah Lewis
, Patrick C. Brennan, H. M. Quiney, Tim E. Gureyev
:
Imaging Breast Microcalcifications Using Dark-Field Signal in Propagation-Based Phase-Contrast Tomography. 2980-2990 - Yueming Jin
, Yang Yu
, Cheng Chen
, Zixu Zhao
, Pheng-Ann Heng
, Danail Stoyanov
:
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation. 2991-3002 - Yi Zheng, Rushin H. Gindra
, Emily J. Green, Eric J. Burks
, Margrit Betke, Jennifer E. Beane
, Vijaya B. Kolachalama
:
A Graph-Transformer for Whole Slide Image Classification. 3003-3015 - Wei Huang
, Chang Chen
, Zhiwei Xiong
, Yueyi Zhang, Xuejin Chen
, Xiaoyan Sun, Feng Wu:
Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning. 3016-3028 - Siqi Li, Guobao Wang
:
Deep Kernel Representation for Image Reconstruction in PET. 3029-3038 - Shahed K. Mohammed
, Mohammad Honarvar
, Qi Zeng
, Hoda S. Hashemi
, Robert Rohling
, Piotr Kozlowski, Septimiu E. Salcudean
:
Model-Based Quantitative Elasticity Reconstruction Using ADMM. 3039-3052 - Lei Pan
, Yihui He, Vladislav V. Klepov
, Michael C. De Siena
, Mercouri G. Kanatzidis:
Perovskite CsPbBr3 Single Crystal Detector for High Flux X-Ray Photon Counting. 3053-3061 - Zhe Xu
, Donghuan Lu
, Jie Luo, Yixin Wang
, Jiangpeng Yan
, Kai Ma
, Yefeng Zheng
, Raymond Kai-Yu Tong
:
Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. 3062-3073 - Emanuele Colleoni
, Dimitris Psychogyios
, Beatrice van Amsterdam
, Francisco Vasconcelos
, Danail Stoyanov
:
SSIS-Seg: Simulation-Supervised Image Synthesis for Surgical Instrument Segmentation. 3074-3086 - Binjie Qin
, Haohao Mao
, Yiming Liu
, Jun Zhao
, Yisong Lv
, Yueqi Zhu, Song Ding, Xu Chen
:
Robust PCA Unrolling Network for Super-Resolution Vessel Extraction in X-Ray Coronary Angiography. 3087-3098 - Md. Murad Hossain
, Elisa E. Konofagou
:
Imaging of Single Transducer-Harmonic Motion Imaging-Derived Displacements at Several Oscillation Frequencies Simultaneously. 3099-3115 - Pengcheng Li
, Yang Liu
, Zhiming Cui
, Feng Yang
, Yue Zhao
, Chunfeng Lian
, Chenqiang Gao
:
Semantic Graph Attention With Explicit Anatomical Association Modeling for Tooth Segmentation From CBCT Images. 3116-3127 - M. Sadegh Saberian
, Kathleen P. Moriarty
, Andrea D. Olmstead
, Christian Hallgrimson
, François Jean
, Ivan Robert Nabi
, Maxwell W. Libbrecht
, Ghassan Hamarneh
:
DEEMD: Drug Efficacy Estimation Against SARS-CoV-2 Based on Cell Morphology With Deep Multiple Instance Learning. 3128-3145 - Along He
, Kai Wang
, Tao Li
, Wang Bo
, Hong Kang, Huazhu Fu
:
Progressive Multiscale Consistent Network for Multiclass Fundus Lesion Segmentation. 3146-3157 - Tai-Hsien Wu
, Chunfeng Lian, Sanghee Lee, Matthew Pastewait, Christian Piers
, Jie Liu, Fan Wang, Li Wang
, Chiung-Ying Chiu, Wenchi Wang, Christina Jackson, Wei-Lun Chao, Dinggang Shen
, Ching-Chang Ko:
Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans. 3158-3166 - Qinqin Yang
, Yanhong Lin, Jiechao Wang, Jianfeng Bao, Xiaoyin Wang, Lingceng Ma, Zihan Zhou, Qizhi Yang
, Shuhui Cai
, Hongjian He
, Congbo Cai
, Jiyang Dong
, Jingliang Cheng
, Zhong Chen
, Jianhui Zhong
:
MOdel-Based SyntheTic Data-Driven Learning (MOST-DL): Application in Single-Shot T2 Mapping With Severe Head Motion Using Overlapping-Echo Acquisition. 3167-3181 - Christoph Dehner
, Ivan Olefir
, Kaushik Basak Chowdhury
, Dominik Jüstel
, Vasilis Ntziachristos
:
Deep-Learning-Based Electrical Noise Removal Enables High Spectral Optoacoustic Contrast in Deep Tissue. 3182-3193 - Yaochen Xie
, Yu Ding
, Shuiwang Ji
:
Augmented Equivariant Attention Networks for Microscopy Image Transformation. 3194-3206 - Kun Hu
, Wenhua Wu
, Wei Li
, Milena Simic, Albert Y. Zomaya
, Zhiyong Wang
:
Adversarial Evolving Neural Network for Longitudinal Knee Osteoarthritis Prediction. 3207-3217 - Dimitris Psychogyios
, Evangelos B. Mazomenos
, Francisco Vasconcelos
, Danail Stoyanov
:
MSDESIS: Multitask Stereo Disparity Estimation and Surgical Instrument Segmentation. 3218-3230 - Daniel Gut
, Zbislaw Tabor
, Mateusz Szymkowski, Milosz Rozynek
, Iwona Kucybala
, Wadim Wojciechowski:
Benchmarking of Deep Architectures for Segmentation of Medical Images. 3231-3241 - Yun Gu
, Yunze Xu, Xiaolin Huang
, Jie Yang
, Wei Xue, Guang-Zhong Yang
:
Toward Robust Histology-Prior Embedding for Endomicroscopy Image Classification. 3242-3252 - Jonathan K. Stelter
, Christof Boehm
, Stefan Ruschke
, Kilian Weiss
, Maximilian N. Diefenbach, Mingming Wu, Tabea Borde
, Georg P. Schmidt, Marcus R. Makowski, Eva M. Fallenberg, Dimitrios C. Karampinos
:
Hierarchical Multi-Resolution Graph-Cuts for Water-Fat-Silicone Separation in Breast MRI. 3253-3265 - Xiaohang Fu
, Lei Bi
, Ashnil Kumar
, Michael J. Fulham
, Jinman Kim
:
Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images. 3266-3277 - Karen Sanchez
, Carlos Hinojosa
, Henry Arguello
, Denis Kouamé
, Olivier Meyrignac, Adrian Basarab:
CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset. 3278-3288 - Jianfeng Guo
, Charles Ross Schmidtlein
, Andrzej Król
, Si Li
, Yizun Lin
, Sangtae Ahn
, Charles W. Stearns
, Yuesheng Xu
:
A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction. 3289-3300 - Mandy Ahlborg
, Thomas Friedrich, Thorsten Göttsche, Vincent Scheitenberger, Reinhard Linemann, Maximilian Wattenberg, Anne T. Buessen, Tobias Knopp
, Patryk Szwargulski
, Michael G. Kaul, Johannes Salamon, Thorsten M. Buzug, Jörg Barkhausen, Franz Wegner
:
First Dedicated Balloon Catheter for Magnetic Particle Imaging. 3301-3308 - Xinpeng Ding
, Xiaomeng Li
:
Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos. 3309-3319 - Jiaren Zou
, Yue Cao:
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation. 3320-3331 - Haifan Gong
, Guanqi Chen
, Mingzhi Mao, Zhen Li
, Guanbin Li
:
VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering. 3332-3343 - Shuwei Xing
, Joeana Cambranis Romero
, Derek W. Cool, Amol Mujoomdar
, Elvis C. S. Chen
, Terry M. Peters
, Aaron Fenster
:
3D US-Based Evaluation and Optimization of Tumor Coverage for US-Guided Percutaneous Liver Thermal Ablation. 3344-3356 - Mufeng Geng
, Xiangxi Meng
, Lei Zhu
, Zhe Jiang
, Mengdi Gao, Zhiyu Huang, Bin Qiu, Yicheng Hu, Yibao Zhang
, Qiushi Ren, Yanye Lu
:
Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography. 3357-3372 - Antonia Longo
, Dominik Jüstel
, Vasilis Ntziachristos
:
Disentangling the Frequency Content in Optoacoustics. 3373-3384 - Fu'ze Cong
, Shibiao Xu
, Li Guo
, Yinbing Tian
:
Anomaly Matters: An Anomaly-Oriented Model for Medical Visual Question Answering. 3385-3397 - Zihao Liu
, Zhuowei Li
, Zhiqiang Hu, Qing Xia
, Ruiqin Xiong
, Shaoting Zhang
, Tingting Jiang
:
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation. 3398-3410 - Mohammadreza Amjadian
, Seyed Masood Mostafavi
, Jiangbo Chen, Lidai Wang
, Zhengtang Luo
:
Super-Resolution Photoacoustic Microscopy via Modified Phase Compounding. 3411-3420 - Qianye Yang
, David Atkinson
, Yunguan Fu
, Tom Syer
, Wen Yan
, Shonit Punwani
, Matthew J. Clarkson
, Dean C. Barratt
, Tom Vercauteren
, Yipeng Hu
:
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality. 3421-3431 - Yang Gao
, Xiaotong Zhang
:
Intrinsic Temporal Performance of the RF Receive Coil in Magnetic Resonance Imaging. 3432-3444 - Xu Chen
, Tianshu Kuang
, Hannah H. Deng
, Steve H. Fung
, Jaime Gateno
, James J. Xia
, Pew-Thian Yap
:
Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation. 3445-3453 - Weijie Tao
, Damien Rohmer
, Grant T. Gullberg
, Youngho Seo
, Qiu Huang
:
An Analytical Algorithm for Tensor Tomography From Projections Acquired About Three Axes. 3454-3472 - Qi Zhu
, Ruting Xu, Ran Wang
, Xijia Xu
, Zhiqiang Zhang
, Daoqiang Zhang
:
Stacked Topological Preserving Dynamic Brain Networks Representation and Classification. 3473-3484 - Fabian Mohn
, Tobias Knopp
, Marija Boberg
, Florian Thieben
, Patryk Szwargulski
, Matthias Graeser
:
Corrections to "System Matrix Based Reconstruction for Pulsed Sequences in Magnetic Particle Imaging". 3485
Volume 41, Number 12, December 2022
- Madleen Busse
, Simone Ferstl, Melanie A. Kimm
, Lorenz Hehn, Katja Steiger, Sebastian Allner, Mark Müller, Enken Drecoll, Toni Bürkner, Martin Dierolf
, Bernhard Gleich
, Wilko Weichert, Franz Pfeiffer
:
Multi-Scale Investigation of Human Renal Tissue in Three Dimensions. 3489-3497 - Hong-Yu Zhou
, Chixiang Lu
, Liansheng Wang
, Yizhou Yu
:
GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis. 3498-3508 - Dana Cohen Hochberg
, Hayit Greenspan, Raja Giryes
:
A Self Supervised StyleGAN for Image Annotation and Classification With Extremely Limited Labels. 3509-3519 - Ying Chen
, Darui Jin
, Bin Guo
, Xiangzhi Bai
:
Attention-Assisted Adversarial Model for Cerebrovascular Segmentation in 3D TOF-MRA Volumes. 3520-3532 - Mei Yang
, Zhiying Xie
, Zhaoxia Wang, Yun Yuan, Jue Zhang
:
Su-MICL: Severity-Guided Multiple Instance Curriculum Learning for Histopathology Image Interpretable Classification. 3533-3543 - Yifeng Zhou
, Naidi Sun, Song Hu
:
Deep Learning-Powered Bessel-Beam Multiparametric Photoacoustic Microscopy. 3544-3551 - Qing Zou
, Abdul Haseeb Ahmed
, Prashant Nagpal
, Sarv Priya
, Rolf F. Schulte, Mathews Jacob:
Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI. 3552-3561 - Alper Güngör
, Baris Askin, Damla Alptekin Soydan
, Emine Ulku Saritas
, Can Baris Top
, Tolga Çukur
:
TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging. 3562-3574 - Hongzheng Yang, Cheng Chen
, Meirui Jiang
, Quande Liu
, Jianfeng Cao, Pheng-Ann Heng
, Qi Dou
:
DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images. 3575-3586 - Bo Zhou
, Xiongchao Chen
, Huidong Xie
, S. Kevin Zhou
, James S. Duncan
, Chi Liu
:
DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction. 3587-3599 - Yun Gu
, Chuanjia Gu, Jie Yang
, Jiayuan Sun
, Guang-Zhong Yang
:
Vision-Kinematics Interaction for Robotic-Assisted Bronchoscopy Navigation. 3600-3610 - Zeyu Gao
, Chang Jia, Yang Li, Xianli Zhang
, Bangyang Hong, Jialun Wu, Tieliang Gong
, Chunbao Wang, Deyu Meng
, Yefeng Zheng
, Chen Li
:
Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast. 3611-3623 - Chao Liu
, Deli Wang, Han Zhang, Wei Wu, Wenzhi Sun, Ting Zhao, Nenggan Zheng
:
Using Simulated Training Data of Voxel-Level Generative Models to Improve 3D Neuron Reconstruction. 3624-3635 - Zhengyuan Zhang
, Haoran Jin
, Zesheng Zheng
, Arunima Sharma
, Lipo Wang
, Manojit Pramanik
, Yuanjin Zheng
:
Deep and Domain Transfer Learning Aided Photoacoustic Microscopy: Acoustic Resolution to Optical Resolution. 3636-3648 - Jonas Lamy
, Odyssée Merveille
, Bertrand Kerautret
, Nicolas Passat
:
A Benchmark Framework for Multiregion Analysis of Vesselness Filters. 3649-3662 - Zhen Chen
, Chen Yang
, Meilu Zhu
, Zhe Peng
, Yixuan Yuan
:
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data. 3663-3674 - Doruk Öner
, Mateusz Kozinski
, Leonardo Citraro, Pascal Fua
:
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate. 3675-3685 - Yihao Liu
, Aaron Carass
, Lianrui Zuo, Yufan He, Shuo Han
, Lorenzo Gregori, Sean Murray, Rohit Mishra, Jianqin Lei
, Peter A. Calabresi
, Shiv Saidha, Jerry L. Prince
:
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data. 3686-3698 - Junyan Lyu
, Yiqi Zhang
, Yijin Huang
, Li Lin
, Pujin Cheng
, Xiaoying Tang
:
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. 3699-3711 - Shen Zhao
, Rizwan Ahmad, Lee C. Potter
:
Venc Design and Velocity Estimation for Phase Contrast MRI. 3712-3724 - Guang Jia
, Liyu Huang
, Ze Wang
, Xiaofeng Liang
, Yu Zhang
, Yifei Zhang
, Qiguang Miao
, Kai Hu
, Tanping Li
, Ying Wang
, Li Xi
, Xin Feng
, Hui Hui
, Jie Tian
:
Gradient-Based Pulsed Excitation and Relaxation Encoding in Magnetic Particle Imaging. 3725-3733 - Shiyu Deng
, Wei Huang
, Chang Chen
, Xueyang Fu
, Zhiwei Xiong
:
A Unified Deep Learning Framework for ssTEM Image Restoration. 3734-3746 - Megumi Nakao
, Mitsuhiro Nakamura, Tetsuya Matsuda
:
Image-to-Graph Convolutional Network for 2D/3D Deformable Model Registration of Low-Contrast Organs. 3747-3761 - Christopher Vassos
, Fraser Robb, Shreyas Vasanawala
, John M. Pauly
, Greig C. Scott:
A Semi-Blind Calibration and Compensation Method for Dynamic Range Recovery of Low-Power Pre-Amplifiers in MRI Receive Chains. 3762-3773 - Musa Tunç Arslan
, A. Alper Özaslan
, Semih Kurt
, Yavuz Muslu
, Emine Ulku Saritas
:
Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging. 3774-3786 - Yanjiang Wang
, Jichao Ma, Xue Chen, Baodi Liu:
Accurately Modeling the Resting Brain Functional Correlations Using Wave Equation With Spatiotemporal Varying Hypergraph Laplacian. 3787-3798 - Yang Nan, Peng Tang
, Guyue Zhang
, Caihong Zeng, Zhihong Liu
, Zhifan Gao
, Heye Zhang
, Guang Yang
:
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. 3799-3811 - Xiangyu Zhao, Peng Zhang
, Fan Song, Chenbin Ma
, Guangda Fan, Yangyang Sun, Youdan Feng, Guanglei Zhang
:
Prior Attention Network for Multi-Lesion Segmentation in Medical Images. 3812-3823 - Dimitre Hristov
, Lauri Mustonen, Rie von Eyben, Sebastian Götschel
, Michael L. Minion, Ahmed El Kaffas
:
Dynamic Contrast-Enhanced Ultrasound Modeling of an Analog to Pseudo-Diffusivity in Intravoxel Incoherent Motion Magnetic Resonance Imaging. 3824-3834 - Yiqing Shen
, Dinggang Shen
, Jing Ke
:
Identify Representative Samples by Conditional Random Field of Cancer Histology Images. 3835-3848 - Danyang Li
, Zhaoying Bian, Sui Li, Ji He
, Dong Zeng
, Jianhua Ma
:
Noise Characteristics Modeled Unsupervised Network for Robust CT Image Reconstruction. 3849-3861 - Yukun Wang
, Yanfeng Gu
, Xiaomei Li:
A Novel Low Rank Smooth Flat-Field Correction Algorithm for Hyperspectral Microscopy Imaging. 3862-3872 - Wenyao Xia, Golafsoun Ameri, Djalal Fakim, Humayon Akhuanzada, Malik Z. Raza, S. Abbas Shobeiri, Linda McLean, Elvis C. S. Chen
:
Automatic Plane of Minimal Hiatal Dimensions Extraction From 3D Female Pelvic Floor Ultrasound. 3873-3883 - Qi Zhu
, Heyang Wang, Bingliang Xu, Zhiqiang Zhang
, Wei Shao
, Daoqiang Zhang
:
Multimodal Triplet Attention Network for Brain Disease Diagnosis. 3884-3894 - Mahmut Yurt, Onat Dalmaz
, Salman Ul Hassan Dar, Muzaffer Özbey
, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
:
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. 3895-3906 - William Lambert
, Justine Robin
, Laura A. Cobus
, Mathias Fink
, Alexandre Aubry
:
Ultrasound Matrix Imaging - Part I: The Focused Reflection Matrix, the F-Factor and the Role of Multiple Scattering. 3907-3920 - William Lambert
, Laura A. Cobus
, Justine Robin
, Mathias Fink
, Alexandre Aubry
:
Ultrasound Matrix Imaging - Part II: The Distortion Matrix for Aberration Correction Over Multiple Isoplanatic Patches. 3921-3938 - Wenhua Zhang
, Jun Zhang, Sen Yang
, Xiyue Wang
, Wei Yang, Junzhou Huang
, Wenping Wang, Xiao Han
:
Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images. 3939-3951 - Zhenzhen Wang
, Carla Saoud, Sintawat Wangsiricharoen, Aaron W. James, Aleksander S. Popel, Jeremias Sulam
:
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images. 3952-3968 - Jinkui Hao
, Ting Shen, Xueli Zhu, Yonghuai Liu
, Ardhendu Behera
, Dan Zhang, Bang Chen, Jiang Liu
, Jiong Zhang
, Yitian Zhao
:
Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning. 3969-3980 - Yannick Berker
, Dina ElHarouni
, Heike Peterziel, Petra Fiesel, Olaf Witt, Ina Oehme
, Matthias Schlesner
, Sina Oppermann
:
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids. 3981-3999
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