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IEEE Transactions on Medical Imaging, Volume 42
Volume 42, Number 1, January 2023
- Nick Byrne
, James R. Clough
, Israel Valverde, Giovanni Montana
, Andrew P. King
:
A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR. 3-14 - Pan Huang
, Peng He
, Sukun Tian
, Mingrui Ma, Peng Feng
, Hualiang Xiao, Francesco Mercaldo
, Antonella Santone
, Jing Qin
:
A ViT-AMC Network With Adaptive Model Fusion and Multiobjective Optimization for Interpretable Laryngeal Tumor Grading From Histopathological Images. 15-28 - Robert Twyman
, Simon R. Arridge
, Zeljko Kereta, Bangti Jin
, Ludovica Brusaferri, Sangtae Ahn
, Charles W. Stearns, Brian F. Hutton
, Irene A. Burger
, Fotis Kotasidis, Kris Thielemans
:
An Investigation of Stochastic Variance Reduction Algorithms for Relative Difference Penalized 3D PET Image Reconstruction. 29-41 - Suvadip Mukherjee
, Rituparna Sarkar
, Maria Manich, Elisabeth Labruyère, Jean-Christophe Olivo-Marin
:
Domain Adapted Multitask Learning for Segmenting Amoeboid Cells in Microscopy. 42-54 - Mwiza Kunda, Shuo Zhou
, Gaolang Gong
, Haiping Lu
:
Improving Multi-Site Autism Classification via Site-Dependence Minimization and Second-Order Functional Connectivity. 55-65 - Sun Zheng
, Du Jiejie, Yao Yue, Meng Qi, Sun Huifeng:
A Deep Learning Method for Motion Artifact Correction in Intravascular Photoacoustic Image Sequence. 66-78 - Zi Wang
, Chen Qian
, Di Guo
, Hongwei Sun
, Rushuai Li, Bo Zhao
, Xiaobo Qu
:
One-Dimensional Deep Low-Rank and Sparse Network for Accelerated MRI. 79-90 - Ruifeng Zheng
, Ying Zhong, Senxiang Yan, Hongcheng Sun, Haibin Shen
, Kejie Huang
:
MsVRL: Self-Supervised Multiscale Visual Representation Learning via Cross-Level Consistency for Medical Image Segmentation. 91-102 - Weihao Yu
, Hao Zheng
, Yun Gu
, Fangfang Xie, Jie Yang
, Jiayuan Sun
, Guang-Zhong Yang
:
TNN: Tree Neural Network for Airway Anatomical Labeling. 103-118 - Guanghui Yue
, Peishan Wei, Tianwei Zhou, Qiuping Jiang
, Weiqing Yan, Tianfu Wang
:
Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss. 119-131 - Zhaoyan Xiu, Mark Muzi
, Jian Huang
, Eric Wolsztynski
:
Patient-Adaptive Population-Based Modeling of Arterial Input Functions. 132-147 - Xiaodan Wei, Qinghao Liu, Min Liu
, Yaonan Wang
, Erik Meijering
:
3D Soma Detection in Large-Scale Whole Brain Images via a Two-Stage Neural Network. 148-157 - Yanis Djebra
, Thibault Marin
, Paul K. Han, Isabelle Bloch, Georges El Fakhri, Chao Ma
:
Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling. 158-169 - Ko-Kung Chen
, Chung-Jung Lin
, Wei-Fa Chu:
Dispersion of Heterogeneous Medium in Pulsatile Blood Flow and Absolute Pulsatile Flow Velocity Quantification. 170-182 - Gangming Zhao
, Kongming Liang
, Chengwei Pan
, Fandong Zhang, Xianpeng Wu, Xinyang Hu, Yizhou Yu
:
Graph Convolution Based Cross-Network Multiscale Feature Fusion for Deep Vessel Segmentation. 183-195 - Sekeun Kim
, Zhenxiang Jiang, Byron A. Zambrano, Yeonggul Jang
, Seungik Baek
, Sun K. Yoo
, Hyuk-Jae Chang
:
Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction. 196-208 - Wen Shi
, Haoan Xu, Cong Sun, Jiwei Sun, Yamin Li
, Xinyi Xu, Tianshu Zheng, Yi Zhang
, Guangbin Wang, Dan Wu:
AFFIRM: Affinity Fusion-Based Framework for Iteratively Random Motion Correction of Multi-Slice Fetal Brain MRI. 209-219 - Manuel Viermetz
, Nikolai Gustschin
, Clemens Schmid
, Jakob Haeusele
, Peter B. Noël
, Roland Proksa, Stefan Löscher, Thomas Koehler
, Franz Pfeiffer
:
Technical Design Considerations of a Human-Scale Talbot-Lau Interferometer for Dark-Field CT. 220-232 - Shishuai Hu
, Zehui Liao
, Jianpeng Zhang
, Yong Xia
:
Domain and Content Adaptive Convolution Based Multi-Source Domain Generalization for Medical Image Segmentation. 233-244 - Ran Gu
, Jingyang Zhang
, Guotai Wang
, Wenhui Lei
, Tao Song, Xiaofan Zhang, Kang Li
, Shaoting Zhang
:
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures. 245-256 - Fakai Wang
, Kang Zheng, Le Lu
, Jing Xiao, Min Wu
, Chang-Fu Kuo, Shun Miao
:
Lumbar Bone Mineral Density Estimation From Chest X-Ray Images: Anatomy-Aware Attentive Multi-ROI Modeling. 257-267 - Yuan Fang
, Kazem Bakian-Dogaheh, Mahta Moghaddam
:
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method. 268-280 - Lucia Hradecká
, David Wiesner
, Jakub Sumbal
, Zuzana Sumbalova Koledova
, Martin Maska
:
Segmentation and Tracking of Mammary Epithelial Organoids in Brightfield Microscopy. 281-290 - Alex Ling Yu Hung
, Haoxin Zheng, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyung Hyun Sung
:
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI. 291-303 - Yi Chen
, Yang Dong
, Lu Si, Wenming Yang
, Shan Du, Xuewu Tian, Chao Li, Qingmin Liao, Hui Ma
:
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis. 304-316 - Le Yi, Lei Zhang
, Xiuyuan Xu, Jixiang Guo
:
Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories. 317-328 - Mingchao Li
, Yerui Chen, Zexuan Ji
, Keren Xie, Songtao Yuan
, Qiang Chen
, Shuo Li
:
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". 329
Volume 42, Number 2, February 2023
- Huazhu Fu
, Yitian Zhao, Pew-Thian Yap, Carola-Bibiane Schönlieb, Alejandro F. Frangi
:
Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging. 332-335 - Lei Ma
, Deqiang Xiao
, Daeseung Kim
, Chunfeng Lian
, Tianshu Kuang
, Qin Liu, Hannah H. Deng
, Erkun Yang, Michael A. K. Liebschner, Jaime Gateno
, James J. Xia
, Pew-Thian Yap
:
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning. 336-345 - Cheng Chen
, Kangneng Zhou, Zhiliang Wang
, Ruoxiu Xiao
:
Generative Consistency for Semi-Supervised Cerebrovascular Segmentation From TOF-MRA. 346-353 - Xuegang Song
, Feng Zhou
, Alejandro F. Frangi
, Jiuwen Cao
, Xiaohua Xiao, Yi Lei, Tianfu Wang
, Baiying Lei
:
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network. 354-367 - Zixu Zhuang
, Liping Si, Sheng Wang
, Kai Xuan
, Xi Ouyang
, Yiqiang Zhan, Zhong Xue
, Lichi Zhang, Dinggang Shen
, Weiwu Yao, Qian Wang
:
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. 368-379 - Xiaofan Song
, Jun Li
, Xiaohua Qian
:
Diagnosis of Glioblastoma Multiforme Progression via Interpretable Structure-Constrained Graph Neural Networks. 380-390 - Liang Peng
, Nan Wang, Jie Xu
, Xiaofeng Zhu
, Xiaoxiao Li
:
GATE: Graph CCA for Temporal Self-Supervised Learning for Label-Efficient fMRI Analysis. 391-402 - Xiajun Jiang
, Maryam Toloubidokhti, Jake Bergquist
, Brian Zenger, Wilson W. Good
, Rob S. MacLeod
, Linwei Wang
:
Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences. 403-415 - Yanda Meng
, Hongrun Zhang
, Yitian Zhao
, Dongxu Gao
, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng
:
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. 416-429 - Qiang Ma
, Liu Li, Emma C. Robinson
, Bernhard Kainz
, Daniel Rueckert
, Amir Alansary
:
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. 430-443 - Hao Zhang
, Ran Song
, Liping Wang, Lin Zhang, Dawei Wang
, Cong Wang
, Wei Zhang
:
Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks. 444-455 - Hongjie Cai
, Yue Gao
, Manhua Liu
:
Graph Transformer Geometric Learning of Brain Networks Using Multimodal MR Images for Brain Age Estimation. 456-466 - Zuozhu Liu
, Xiaoxuan He
, Hualiang Wang, Huimin Xiong, Yan Zhang, Gaoang Wang
, Jin Hao
, Yang Feng, Fudong Zhu, Haoji Hu
:
Hierarchical Self-Supervised Learning for 3D Tooth Segmentation in Intra-Oral Mesh Scans. 467-480 - Xiayu Xu
, Peiwei Yang, Hualin Wang, Zhanfeng Xiao, Gang Xing
, Xiulan Zhang, Wei Wang, Feng Xu, Jiong Zhang
, Jianqin Lei
:
AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography. 481-492 - Hejie Cui
, Wei Dai, Yanqiao Zhu
, Xuan Kan
, Antonio Aodong Chen Gu
, Joshua Lukemire, Liang Zhan
, Lifang He
, Ying Guo
, Carl Yang
:
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks. 493-506 - Chaoqi Chen
, Jiexiang Wang, Junwen Pan
, Cheng Bian, Zhicheng Zhang
:
GraphSKT: Graph-Guided Structured Knowledge Transfer for Domain Adaptive Lesion Detection. 507-518 - Jisi Tang
, Qing Zhou
, Yuan Huang
:
Self-Supervised Learning for Non-Rigid Registration Between Near-Isometric 3D Surfaces in Medical Imaging. 519-532 - Fanwei Kong
, Shawn C. Shadden
:
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations. 533-545 - Nicolás Gaggion
, Lucas Mansilla, Candelaria Mosquera
, Diego H. Milone
, Enzo Ferrante
:
Improving Anatomical Plausibility in Medical Image Segmentation via Hybrid Graph Neural Networks: Applications to Chest X-Ray Analysis. 546-556 - Yanbei Liu
, Henan Li, Tao Luo, Changqing Zhang
, Zhitao Xiao, Ying Wei, Yaozong Gao, Feng Shi
, Fei Shan
, Dinggang Shen
:
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity. 557-567
Volume 42, Number 3, March 2023
- Kang Li
, Lequan Yu
, Pheng-Ann Heng
:
Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening. 570-581 - Shumeng Li, Heng Cai
, Lei Qi
, Qian Yu
, Yinghuan Shi
, Yang Gao
:
PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. 582-593 - Jingkun Chen
, Jianguo Zhang
, Kurt Debattista
, Jungong Han
:
Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency. 594-605 - Dongmei Xue, Haichuan Ma
, Li Li
, Dong Liu
, Zhiwei Xiong
:
aiWave: Volumetric Image Compression With 3-D Trained Affine Wavelet-Like Transform. 606-618 - Zihao Liu
, Ruiqin Xiong
, Tingting Jiang
:
CI-Net: Clinical-Inspired Network for Automated Skin Lesion Recognition. 619-632 - Ziyuan Zhao
, Fangcheng Zhou, Kaixin Xu
, Zeng Zeng
, Cuntai Guan
, S. Kevin Zhou
:
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation. 633-646 - Jingyan Xu
, Frédéric Noo
:
Linearized Analysis of Noise and Resolution for DL-Based Image Generation. 647-660 - Dwarikanath Mahapatra
, Alexander Poellinger
, Mauricio Reyes
:
Graph Node Based Interpretability Guided Sample Selection for Active Learning. 661-673 - Feng Cheng
, Yilin Liu
, Yong Chen, Pew-Thian Yap
:
High-Resolution 3D Magnetic Resonance Fingerprinting With a Graph Convolutional Network. 674-683 - Karen Andrea Lara Hernandez, Theresa Rienmüller
, Ivan Alexander Juárez, Michaelle Alexander Perez Riz, Favio Reyna
, Daniela Baumgartner
, Vladimir N. Makarenko, Olga L. Bockeria, Musaffar F. Maksudov, Rainer Rienmüller, Christian Baumgartner
:
Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging. 684-696 - Alessa Hering
, Lasse Hansen
, Tony C. W. Mok
, Albert C. S. Chung
, Hanna Siebert, Stephanie Häger, Annkristin Lange
, Sven Kuckertz, Stefan Heldmann
, Wei Shao
, Sulaiman Vesal
, Mirabela Rusu
, Geoffrey A. Sonn
, Théo Estienne, Maria Vakalopoulou, Luyi Han
, Yunzhi Huang
, Pew-Thian Yap
, Mikael Brudfors
, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz
, Dan Raviv, Jinxin Lv
, Qiang Li, Vincent Jaouen
, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan
, Zhe Xu
, Bailiang Jian, Francesca De Benetti
, Marek Wodzinski
, Niklas Gunnarsson
, Jens Sjölund
, Daniel Grzech
, Huaqi Qiu
, Zeju Li
, Alexander Thorley, Jinming Duan
, Christoph Großbröhmer
, Andrew Hoopes, Ingerid Reinertsen
, Yiming Xiao, Bennett A. Landman
, Yuankai Huo
, Keelin Murphy
, Nikolas Lessmann
, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. 697-712 - Dehui Xiang
, Shenshen Yan, Ying Guan, Mulin Cai, Zheqing Li, Haiyun Liu, Xinjian Chen
, Bei Tian:
Semi-Supervised Dual Stream Segmentation Network for Fundus Lesion Segmentation. 713-725 - Sina Amirrajab
, Yasmina Al Khalil
, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
:
A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast. 726-738 - Jinbum Kang
, Chiao Huang
, Charles Perkins, Alexander M. Alvarez
, Leonid A. Kunyansky, Russell S. Witte
, Matthew O'Donnell
:
Current Source Density Imaging Using Regularized Inversion of Acoustoelectric Signals. 739-749 - Yan Han
, Gregory Holste
, Ying Ding
, Ahmed H. Tewfik
, Yifan Peng
, Zhangyang Wang
:
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays. 750-761 - Chang Cai
, Huicong Kang
, Ali Hashemi
, Dan Chen, Mithun Diwakar, Stefan Haufe
, Kensuke Sekihara
, Wei Wu
, Srikantan S. Nagarajan
:
Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging. 762-773 - Clemens Schmid
, Manuel Viermetz
, Nikolai Gustschin
, Wolfgang Noichl
, Jakob Haeusele
, Tobias Lasser
, Thomas Koehler
, Franz Pfeiffer
:
Modeling Vibrations of a Tiled Talbot-Lau Interferometer on a Clinical CT. 774-784 - Siqi Li, Kuang Gong
, Ramsey D. Badawi, Edward J. Kim
, Jinyi Qi
, Guobao Wang
:
Neural KEM: A Kernel Method With Deep Coefficient Prior for PET Image Reconstruction. 785-796 - Fei Lyu
, Mang Ye
, Jonathan Frederik Carlsen, Kenny Erleben
, Sune Darkner, Pong C. Yuen
:
Pseudo-Label Guided Image Synthesis for Semi-Supervised COVID-19 Pneumonia Infection Segmentation. 797-809 - Lucilio Cordero-Grande
, Juan Enrique Ortuño Fisac
, Alejandra Aguado del Hoyo
, Alena Uus, Maria Deprez
, Andrés Santos
, Joseph V. Hajnal
, María J. Ledesma-Carbayo
:
Fetal MRI by Robust Deep Generative Prior Reconstruction and Diffeomorphic Registration. 810-822 - Zachary M. C. Baum
, Yipeng Hu
, Dean C. Barratt
:
Meta-Learning Initializations for Interactive Medical Image Registration. 823-833 - Weikang Gong
, Song Bai
, Ying-Qiu Zheng, Stephen M. Smith, Christian F. Beckmann:
Supervised Phenotype Discovery From Multimodal Brain Imaging. 834-849 - Zexin Lu
, Wenjun Xia
, Yongqiang Huang, Mingzheng Hou, Hu Chen
, Jiliu Zhou, Hongming Shan
, Yi Zhang
:
M3NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising. 850-863 - Hongwei Zhang
, Zhifan Gao
, Dong Zhang
, William Kongto Hau
, Heye Zhang
:
Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography. 864-879 - Mohsin Challoob
, Yongsheng Gao
, Andrew Busch
, Mohammad Nikzad
:
Separable Paravector Orientation Tensors for Enhancing Retinal Vessels. 880-893
Volume 42, Number 4, April 2023
- Benjamin Aubert
, Thierry Cresson
, Jacques A. de Guise
, Carlos Vázquez
:
X-Ray to DRR Images Translation for Efficient Multiple Objects Similarity Measures in Deformable Model 3D/2D Registration. 897-909 - Liutao Yang
, Zhongnian Li, Rongjun Ge, Junyong Zhao
, Haipeng Si, Daoqiang Zhang
:
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. 910-921 - Hyungjin Chung
, Eun Sun Lee
, Jong Chul Ye
:
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion. 922-934 - Jian Shi
, Baoli Sun, Xinchen Ye
, Zhihui Wang
, Xiaolong Luo, Jin Liu, Heli Gao, Haojie Li
:
Semantic Decomposition Network With Contrastive and Structural Constraints for Dental Plaque Segmentation. 935-946 - Wei Lou
, Haofeng Li
, Guanbin Li
, Xiaoguang Han
, Xiang Wan
:
Which Pixel to Annotate: A Label-Efficient Nuclei Segmentation Framework. 947-958 - Cher Bass
, Mariana da Silva
, Carole H. Sudre
, Logan Z. J. Williams, Helena S. Sousa, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson
:
ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. 959-970 - Erdi Calli
, Bram van Ginneken
, Ecem Sogancioglu, Keelin Murphy
:
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network. 971-981 - Shashank Subramanian
, Ali Ghafouri
, Klaudius Matthias Scheufele
, Naveen Himthani, Christos Davatzikos
, George Biros:
Ensemble Inversion for Brain Tumor Growth Models With Mass Effect. 982-995 - Zheling Meng
, Yangyang Zhu, Wenjing Pang, Jie Tian
, Fang Nie, Kun Wang
:
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy. 996-1008 - Michael Niederleithner
, Luis de Sisternes, Heiko Stino
, Aleksandra Sedova, Thomas Schlegl, Homayoun Bagherinia
, Anja Britten
, Philipp Matten
, Ursula Schmidt-Erfurth
, Andreas Pollreisz, Wolfgang Drexler, Rainer A. Leitgeb
, Tilman Schmoll
:
Ultra-Widefield OCT Angiography. 1009-1020 - Lawrence Andrew Schobs
, Andrew J. Swift, Haiping Lu
:
Uncertainty Estimation for Heatmap-Based Landmark Localization. 1021-1034 - Manuel Viermetz
, Nikolai Gustschin
, Clemens Schmid
, Jakob Haeusele
, Bernhard Gleich
, Bernhard Renger
, Thomas Koehler
, Franz Pfeiffer
:
Initial Characterization of Dark-Field CT on a Clinical Gantry. 1035-1045 - Fan Wang, Xuanang Xu
, Defu Yang
, Ronald C. Chen, Trevor J. Royce, Andrew Z. Wang, Jun Lian
, Chunfeng Lian
:
Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy. 1046-1055 - Kai Riemer
, Matthieu Toulemonde
, Jipeng Yan
, Marcelo Lerendegui
, Eleanor Stride
, Peter D. Weinberg, Christopher Dunsby, Meng-Xing Tang
:
Fast and Selective Super-Resolution Ultrasound In Vivo With Acoustically Activated Nanodroplets. 1056-1067 - Liang Han
, Hang Su, Zhaozheng Yin
:
Phase Contrast Image Restoration by Formulating Its Imaging Principle and Reversing the Formulation With Deep Neural Networks. 1068-1082 - Ruhan Liu
, Tianqin Wang, Huating Li, Ping Zhang
, Jing Li, Xiaokang Yang
, Dinggang Shen
, Bin Sheng
:
TMM-Nets: Transferred Multi- to Mono-Modal Generation for Lupus Retinopathy Diagnosis. 1083-1094 - Cheng Ouyang
, Chen Chen
, Surui Li, Zeju Li
, Chen Qin
, Wenjia Bai
, Daniel Rueckert
:
Causality-Inspired Single-Source Domain Generalization for Medical Image Segmentation. 1095-1106 - Zhijin Li
, Ann-Katherine Carton, Serge Muller, Thomas Almecija, Pablo Milioni de Carvalho, Agnès Desolneux:
A 3D Mathematical Breast Texture Model With Parameters Automatically Inferred From Clinical Breast CT Images. 1107-1120 - Konrad Scheffler
, Marija Boberg
, Tobias Knopp
:
Extrapolation of System Matrices in Magnetic Particle Imaging. 1121-1132 - Hemant Kumar Aggarwal
, Aniket Pramanik
, Maneesh John
, Mathews Jacob:
ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms. 1133-1144 - Jinbo Shen
, Mengting Luo
, Han Liu
, Peixi Liao, Hu Chen
, Yi Zhang
:
MLF-IOSC: Multi-Level Fusion Network With Independent Operation Search Cell for Low-Dose CT Denoising. 1145-1158 - Wenxuan Zou
, Xingqun Qi
, Wanting Zhou
, Muyi Sun
, Zhenan Sun
, Caifeng Shan
:
Graph Flow: Cross-Layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation. 1159-1171 - Adrian Celaya
, Jonas A. Actor, Rajarajeswari Muthusivarajan
, Evan D. H. Gates
, Caroline Chung, Dawid Schellingerhout
, Beatrice Riviere
, David Fuentes:
PocketNet: A Smaller Neural Network for Medical Image Analysis. 1172-1184 - Yuchen Du
, Lisheng Wang
, Deyu Meng
, Benzhi Chen, Chengyang An, Hao Liu, Weiping Liu, Yupeng Xu, Ying Fan, Dagan Feng
, Xiuying Wang
, Xun Xu:
Individualized Statistical Modeling of Lesions in Fundus Images for Anomaly Detection. 1185-1196 - Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang:
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain. 1197-1209 - Peng Hu
, Lei Li
, Lihong V. Wang
:
Location-Dependent Spatiotemporal Antialiasing in Photoacoustic Computed Tomography. 1210-1224 - Chong Wang
, Zhiming Cui, Junwei Yang
, Miaofei Han, Gustavo Carneiro
, Dinggang Shen
:
BowelNet: Joint Semantic-Geometric Ensemble Learning for Bowel Segmentation From Both Partially and Fully Labeled CT Images. 1225-1236
Volume 42, Number 5, May 2023
- Jianye Pang
, Cheng Jiang
, Yihao Chen, Jianbo Chang
, Ming Feng, Renzhi Wang, Jianhua Yao
:
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume. 1241-1253 - Johan Nuyts
, Michel Defrise, Stefan Gundacker
, Emilie Roncali
, Paul Lecoq
:
The SNR of Positron Emission Data With Gaussian and Non-Gaussian Time-of-Flight Kernels, With Application to Prompt Photon Coincidence. 1254-1264 - Tao Lei
, Dong Zhang, Xiaogang Du
, Xuan Wang
, Yong Wan
, Asoke K. Nandi
:
Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network. 1265-1277 - Yanming Zhu
, Xuefei Yin
, Erik Meijering
:
A Compound Loss Function With Shape Aware Weight Map for Microscopy Cell Segmentation. 1278-1288 - Gongping Chen
, Lei Li
, Yu Dai
, Jianxun Zhang
, Moi Hoon Yap
:
AAU-Net: An Adaptive Attention U-Net for Breast Lesions Segmentation in Ultrasound Images. 1289-1300 - Robail Yasrab
, Zeyu Fu
, He Zhao
, Lok Hin Lee, Harshita Sharma
, Lior Drukker
, Aris T. Papageorghiou, J. Alison Noble
:
A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans. 1301-1313 - Chuanpeng Wu
, Liang Li
:
First Demonstration of Compton Camera Used for X-Ray Fluorescence Imaging. 1314-1324 - Huidong Xie
, Zhao Liu, Luyao Shi
, Kathleen Greco, Xiongchao Chen
, Bo Zhou
, Attila Feher
, John C. Stendahl
, Nabil Boutagy, Tassos C. Kyriakides
, Ge Wang
, Albert J. Sinusas, Chi Liu
:
Segmentation-Free PVC for Cardiac SPECT Using a Densely-Connected Multi-Dimensional Dynamic Network. 1325-1336 - Zhonghang Zhu, Lequan Yu
, Wei Wu
, Rongshan Yu, Defu Zhang
, Liansheng Wang
:
MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification. 1337-1348 - Da He
, Jiasheng Zhou
, Xiaoyu Shang, Xingye Tang, Jiajia Luo
, Sung-Liang Chen
:
De-Noising of Photoacoustic Microscopy Images by Attentive Generative Adversarial Network. 1349-1362 - Junwei Yang
, Xiao-Xin Li, Feihong Liu
, Dong Nie
, Pietro Liò
, Haikun Qi, Dinggang Shen
:
Fast Multi-Contrast MRI Acquisition by Optimal Sampling of Information Complementary to Pre-Acquired MRI Contrast. 1363-1373 - Zhengguo Tan
, Christina Unterberg-Buchwald, Moritz Blumenthal, Nick Scholand
, Philip Schaten, H. Christian M. Holme
, Xiaoqing Wang
, Dirk Raddatz
, Martin Uecker
:
Free-Breathing Liver Fat, R₂* and B₀ Field Mapping Using Multi-Echo Radial FLASH and Regularized Model-Based Reconstruction. 1374-1387 - Yixiong Chen
, Chunhui Zhang
, Chris H. Q. Ding, Li Liu
:
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning. 1388-1400 - Lei Fan
, Arcot Sowmya, Erik Meijering
, Yang Song
:
Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency. 1401-1412 - Reza Rasti
, Armin Biglari, Mohammad Rezapourian
, Ziyun Yang
, Sina Farsiu
:
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation. 1413-1423 - Suk-Min Hong
, Chang-Hoon Choi
, N. Jon Shah
, Jörg Felder
:
Design of a Folded, Double-Tuned Loop Coil for ¹H/X-Nuclei MRI Applications. 1424-1430 - Youyi Song
, Lequan Yu
, Baiying Lei
, Kup-Sze Choi
, Jing Qin
:
Data Discernment for Affordable Training in Medical Image Segmentation. 1431-1445 - Weihang Dai
, Xiaomeng Li
, Xinpeng Ding
, Kwang-Ting Cheng
:
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction From Echocardiogram Videos. 1446-1461 - Ali Kafaei Zad Tehrani
, Md Ashikuzzaman
, Hassan Rivaz
:
Lateral Strain Imaging Using Self-Supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography. 1462-1471 - Qi Zhu
, Bingliang Xu, Jiashuang Huang
, Heyang Wang, Ruting Xu, Wei Shao
, Daoqiang Zhang
:
Deep Multi-Modal Discriminative and Interpretability Network for Alzheimer's Disease Diagnosis. 1472-1483 - Xiaohong Huang
, Zhifang Deng
, Dandan Li
, Xueguang Yuan
, Ying Fu
:
MISSFormer: An Effective Transformer for 2D Medical Image Segmentation. 1484-1494 - Pengfei Yang
, Xin Ge, Tiffany Tsui, Xiaokun Liang
, Yaoqin Xie
, Zhanli Hu
, Tianye Niu
:
Four-Dimensional Cone Beam CT Imaging Using a Single Routine Scan via Deep Learning. 1495-1508 - Dong-Xu Zhang
, Yang Yan
, Yulin Huang, Bowen Liu, Qing-Bing Zheng
, Jun Zhang, Ning-Shao Xia
:
Unsupervised Cryo-EM Images Denoising and Clustering Based on Deep Convolutional Autoencoder and K-Means++. 1509-1521 - Frank Ong, Zheng Zhong
, Congyu Liao
, Michael Lustig, Shreyas S. Vasanawala
, John M. Pauly
:
SLfRank: Shinnar-Le-Roux Pulse Design With Reduced Energy and Accurate Phase Profiles Using Rank Factorization. 1522-1531 - Bo Liu
, Li-Ming Zhan
, Li Xu
, Xiao-Ming Wu
:
Medical Visual Question Answering via Conditional Reasoning and Contrastive Learning. 1532-1545 - Pengchong Qiao, Han Li, Guoli Song
, Hu Han
, Zhiqiang Gao, Yonghong Tian, Yongsheng Liang, Xi Li, S. Kevin Zhou
, Jie Chen:
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix. 1546-1562 - D. Vijay Anand
, Moo K. Chung
:
Hodge Laplacian of Brain Networks. 1563-1573
Volume 42, Number 6, June 2023
- Hanzhi Wang
, Matthias Sebastian Treder, David Marshall, Derek K. Jones, Yuhua Li
:
A Skewed Loss Function for Correcting Predictive Bias in Brain Age Prediction. 1577-1589 - Chuang Niu
, Mengzhou Li
, Fenglei Fan
, Weiwen Wu
, Xiaodong Guo
, Qing Lyu
, Ge Wang
:
Noise Suppression With Similarity-Based Self-Supervised Deep Learning. 1590-1602 - Liset Vázquez Romaguera
, Stephanie Alley, Jean-François Carrier, Samuel Kadoury
:
Conditional-Based Transformer Network With Learnable Queries for 4D Deformation Forecasting and Tracking. 1603-1618 - Huisi Wu
, Xiaoting Huang, Xinrong Guo
, Zhenkun Wen
, Jing Qin
:
Cross-Image Dependency Modeling for Breast Ultrasound Segmentation. 1619-1631 - Meilu Zhu
, Zhen Chen
, Yixuan Yuan
:
FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting. 1632-1643 - Zheyuan Yi
, Jiahao Hu
, Yujiao Zhao
, Linfang Xiao, Yilong Liu
, Alex T. L. Leong, Fei Chen
, Ed X. Wu
:
Fast and Calibrationless Low-Rank Parallel Imaging Reconstruction Through Unrolled Deep Learning Estimation of Multi-Channel Spatial Support Maps. 1644-1655 - Xinyue Li
, Rui Guo
, Jing Lu, Tao Chen, Xiaohua Qian
:
Causality-Driven Graph Neural Network for Early Diagnosis of Pancreatic Cancer in Non-Contrast Computerized Tomography. 1656-1667 - Huisi Wu
, Canfeng Lin, Jiasheng Liu, Youyi Song
, Zhenkun Wen
, Jing Qin
:
Feature Masking on Non-Overlapping Regions for Detecting Dense Cells in Blood Smear Image. 1668-1680 - Thomas A. Leatham
, David M. Paganin
, Kaye S. Morgan
:
X-Ray Dark-Field and Phase Retrieval Without Optics, via the Fokker-Planck Equation. 1681-1695 - Yuhao Mo, Chu Han
, Yu Liu, Min Liu
, Zhenwei Shi
, Jiatai Lin
, Bingchao Zhao, Chunwang Huang
, Bingjiang Qiu, Yanfen Cui, Lei Wu, Xipeng Pan, Zeyan Xu, Xiaomei Huang
, Zhenhui Li
, Zaiyi Liu, Ying Wang, Changhong Liang:
HoVer-Trans: Anatomy-Aware HoVer-Transformer for ROI-Free Breast Cancer Diagnosis in Ultrasound Images. 1696-1706 - Junshen Xu
, Daniel Moyer, Borjan A. Gagoski
, Juan Eugenio Iglesias, Patricia Ellen Grant
, Polina Golland, Elfar Adalsteinsson:
NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI. 1707-1719 - Chaowei Fang
, Qian Wang, Lechao Cheng
, Zhifan Gao
, Chengwei Pan
, Zhen Cao, Zhaohui Zheng, Dingwen Zhang
:
Reliable Mutual Distillation for Medical Image Segmentation Under Imperfect Annotations. 1720-1734 - Jiacheng Wang
, Fei Chen
, Yuxi Ma, Liansheng Wang
, Zhaodong Fei, Jianwei Shuai, Xiangdong Tang, Qichao Zhou, Jing Qin
:
XBound-Former: Toward Cross-Scale Boundary Modeling in Transformers. 1735-1745 - Suman Mahapatra
, Pradipta Maji
:
Truncated Normal Mixture Prior Based Deep Latent Model for Color Normalization of Histology Images. 1746-1757 - Shunjie Dong
, Zixuan Pan, Yu Fu
, Dongwei Xu, Kuangyu Shi
, Qianqian Yang
, Yiyu Shi, Cheng Zhuo
:
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation. 1758-1773 - Junlin Xian
, Xiang Li, Dandan Tu, Senhua Zhu, Changzheng Zhang, Xiaowu Liu, Xin Li, Xin Yang
:
Unsupervised Cross-Modality Adaptation via Dual Structural-Oriented Guidance for 3D Medical Image Segmentation. 1774-1785 - Shiyao Guo, Yuxia Sheng, Li Chai
, Jingxin Zhang
:
PET Image Reconstruction With Kernel and Kernel Space Composite Regularizer. 1786-1798 - Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat K. C.
, Kyle J. Myers
, Rongping Zeng
, Mark A. Anastasio
:
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics. 1799-1808 - Jin-Gang Yu
, Zihao Wu
, Yu Ming, Shule Deng
, Qihang Wu, Zhongtang Xiong, Tianyou Yu
, Gui-Song Xia
, Qingping Jiang, Yuanqing Li
:
Bayesian Collaborative Learning for Whole-Slide Image Classification. 1809-1821 - Kibo Ote
, Fumio Hashimoto
, Yuya Onishi
, Takashi Isobe, Yasuomi Ouchi:
List-Mode PET Image Reconstruction Using Deep Image Prior. 1822-1834 - Shaojie Chang
, Yongfeng Gao
, Marc Jason Pomeroy
, Ti Bai
, Hao Zhang, Siming Lu, Perry J. Pickhardt, Amit Gupta
, Michael Reiter, Elaine S. Gould, Zhengrong Liang
:
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. 1835-1845 - Ke Li
, Joshua Ray Chen
, Mang Feng
:
Construction of a Nearly Unbiased Statistical Estimator of Sinogram to Address CT Number Bias Issues in Low-Dose Photon Counting CT. 1846-1858 - Zhifan Gao
, Yifeng Guo, Jiajing Zhang
, Tieyong Zeng
, Guang Yang
:
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. 1859-1874 - Xiaoyan Hu
, Ling-Xiao Zhang
, Lin Gao
, Weiwei Dai, Xiaoguang Han
, Yu-Kun Lai
, Yiqiang Chen
:
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images. 1875-1884 - Zeju Li
, Konstantinos Kamnitsas
, Cheng Ouyang
, Chen Chen
, Ben Glocker
:
Context Label Learning: Improving Background Class Representations in Semantic Segmentation. 1885-1896 - Xinpeng Ding
, Xinjian Yan, Zixun Wang
, Wei Zhao
, Jian Zhuang, Xiaowei Xu
, Xiaomeng Li
:
Less Is More: Surgical Phase Recognition From Timestamp Supervision. 1897-1910
Volume 42, Number 7, July 2023
- Holger R. Roth
, Nicola Rieke, Shadi Albarqouni, Quanzheng Li:
Guest Editorial Special Issue on Federated Learning for Medical Imaging: Enabling Collaborative Development of Robust AI Models. 1914-1919 - Hasan Kassem
, Deepak Alapatt
, Pietro Mascagni
, Alexandros Karargyris
, Nicolas Padoy
:
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases. 1920-1931 - Rui Yan
, Liangqiong Qu
, Qingyue Wei, Shih-Cheng Huang, Liyue Shen
, Daniel L. Rubin
, Lei Xing
, Yuyin Zhou
:
Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging. 1932-1943 - Nanqing Dong
, Michael Kampffmeyer
, Irina Voiculescu
, Eric P. Xing:
Federated Partially Supervised Learning With Limited Decentralized Medical Images. 1944-1954 - Jeffry Wicaksana
, Zengqiang Yan
, Dong Zhang
, Xijie Huang, Huimin Wu
, Xin Yang
, Kwang-Ting Cheng
:
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation. 1955-1968 - Yiqing Shen
, Arcot Sowmya, Yulin Luo, Xiaoyao Liang, Dinggang Shen
, Jing Ke
:
A Federated Learning System for Histopathology Image Analysis With an Orchestral Stain-Normalization GAN. 1969-1981 - Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie
, Hamid R. Tizhoosh
:
Proportionally Fair Hospital Collaborations in Federated Learning of Histopathology Images. 1982-1995 - Gökberk Elmas
, Salman Ul Hassan Dar, Yilmaz Korkmaz
, Emir Ceyani
, Burak Susam
, Muzaffer Özbey
, Salman Avestimehr, Tolga Çukur
:
Federated Learning of Generative Image Priors for MRI Reconstruction. 1996-2009 - Chun-Mei Feng
, Yunlu Yan, Shanshan Wang
, Yong Xu
, Ling Shao
, Huazhu Fu
:
Specificity-Preserving Federated Learning for MR Image Reconstruction. 2010-2021 - Zeynep Gürler
, Islem Rekik
:
Federated Brain Graph Evolution Prediction Using Decentralized Connectivity Datasets With Temporally-Varying Acquisitions. 2022-2031 - Liang Peng
, Nan Wang, Nicha C. Dvornek
, Xiaofeng Zhu
, Xiaoxiao Li
:
FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction. 2032-2043 - Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov, Andriy Myronenko
, Wenqi Li
, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu
, Holger R. Roth
:
Do Gradient Inversion Attacks Make Federated Learning Unsafe? 2044-2056 - Xuan Gong
, Liangchen Song
, Rishi Vedula
, Abhishek Sharma, Meng Zheng, Benjamin Planche
, Arun Innanje, Terrence Chen, Junsong Yuan
, David S. Doermann
, Ziyan Wu
:
Federated Learning With Privacy-Preserving Ensemble Attention Distillation. 2057-2067 - Xing Wu
, Jie Pei, Cheng Chen
, Yimin Zhu, Jianjia Wang
, Quan Qian, Jian Zhang, Qun Sun, Yike Guo:
Federated Active Learning for Multicenter Collaborative Disease Diagnosis. 2068-2080 - Yangsibo Huang
, Chun-Yin Huang
, Xiaoxiao Li, Kai Li
:
A Dataset Auditing Method for Collaboratively Trained Machine Learning Models. 2081-2090 - Sangjoon Park
, Jong Chul Ye
:
Multi-Task Distributed Learning Using Vision Transformer With Random Patch Permutation. 2091-2105 - Meirui Jiang
, Hongzheng Yang
, Cheng Chen
, Qi Dou
:
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. 2106-2117 - Zheyao Gao
, Fuping Wu
, Weiguo Gao, Xiahai Zhuang
:
A New Framework of Swarm Learning Consolidating Knowledge From Multi-Center Non-IID Data for Medical Image Segmentation. 2118-2129
Volume 42, Number 8, August 2023
- Muge Du
, Kaichao Liang
, Li Zhang, Hewei Gao
, Yinong Liu, Yuxiang Xing
:
Deep-Learning-Based Metal Artefact Reduction With Unsupervised Domain Adaptation Regularization for Practical CT Images. 2133-2145 - Ping Wang
, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou
, Caiming Zhang
, Christian Desrosiers
:
CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation. 2146-2161 - Shenglong Zhou
, Bo Hu
, Zhiwei Xiong
, Feng Wu:
Self-Distilled Hierarchical Network for Unsupervised Deformable Image Registration. 2162-2175 - Devi S. Klein
, Miguel A. Lago, Craig K. Abbey
, Miguel P. Eckstein:
A 2D Synthesized Image Improves the 3D Search for Foveated Visual Systems. 2176-2188 - Erjian Guo
, Huazhu Fu
, Luping Zhou
, Dong Xu
:
Bridging Synthetic and Real Images: A Transferable and Multiple Consistency Aided Fundus Image Enhancement Framework. 2189-2199 - Qiushi Yang, Zhen Chen
, Yixuan Yuan
:
Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification. 2200-2210 - Sixing Yan
, William K. Cheung
, Wan Hang Keith Chiu
, Terence M. Tong, Ka Chun Cheung, Simon See:
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation. 2211-2222 - Nikan Fakhari
, Julien Aguet
, Minh Nguyen, Luc Mertens
, David Barron, Christoph Haller, John G. Sled
, Olivier Villemain, Jerome Baranger
:
Longitudinal Assessment of Cerebral Blood Volume Variation in Human Neonates Using Ultrafast Power Doppler and Diverging Waves. 2223-2234 - Shuwei Zhai, Guotai Wang
, Xiangde Luo
, Qiang Yue, Kang Li
, Shaoting Zhang:
PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation. 2235-2246 - Yuanyuan Liu
, Dong Liang
, Zhuo-Xu Cui
, Yuxin Yang, Chentao Cao
, Qingyong Zhu
, Jing Cheng
, Caiyun Shi, Haifeng Wang
, Yanjie Zhu
:
Accelerating Magnetic Resonance T1ρ Mapping Using Simultaneously Spatial Patch-Based and Parametric Group-Based Low-Rank Tensors (SMART). 2247-2261 - Zhongyu Huang
, Changde Du, Yingheng Wang
, Kaicheng Fu, Huiguang He
:
Graph-Enhanced Emotion Neural Decoding. 2262-2273 - Xiang Li
, Songcen Lv, Minglei Li
, Jiusi Zhang
, Yuchen Jiang
, Yong Qin, Hao Luo
, Shen Yin
:
SDMT: Spatial Dependence Multi-Task Transformer Network for 3D Knee MRI Segmentation and Landmark Localization. 2274-2285 - David Major
, Dimitrios Lenis
, Maria Wimmer
, Astrid Berg
, Theresa Neubauer
, Katja Bühler
:
On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging. 2286-2298 - Tingxuan Hong
, Pu Huang
, Xiangyu Zhai
, Changming Gu, Baolong Tian, Bin Jin, Dengwang Li
:
MARS-GAN: Multilevel-Feature-Learning Attention-Aware Based Generative Adversarial Network for Removing Surgical Smoke. 2299-2312 - Yiwen Zhang
, Chuanpu Li, Zhenhui Dai
, Liming Zhong
, Xuetao Wang, Wei Yang
:
Breath-Hold CBCT-Guided CBCT-to-CT Synthesis via Multimodal Unsupervised Representation Disentanglement Learning. 2313-2324 - Xian Lin
, Li Yu
, Kwang-Ting Cheng
, Zengqiang Yan
:
The Lighter the Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning. 2325-2337 - Ping Wang
, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou
, Caiming Zhang
, Christian Desrosiers
:
Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation. 2338-2347 - Zeyu Gao
, Anyu Mao, Kefei Wu, Yang Li, Liebin Zhao, Xianli Zhang
, Jialun Wu, Lisha Yu, Chao Xing, Tieliang Gong
, Yefeng Zheng
, Deyu Meng
, Min Zhou, Chen Li
:
Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. 2348-2359 - Sean M. Rothenberger
, Neal M. Patel
, Jiacheng Zhang
, Susanne Schnell, Bruce A. Craig
, Sameer A. Ansari
, Michael Markl, Pavlos P. Vlachos
, Vitaliy L. Rayz
:
Automatic 4D Flow MRI Segmentation Using the Standardized Difference of Means Velocity. 2360-2373 - Xi Chen
, Matthew R. Lowerison
, Zhijie Dong
, Nathiya Vaithiyalingam Chandra Sekaran, Daniel A. Llano, Pengfei Song
:
Localization Free Super-Resolution Microbubble Velocimetry Using a Long Short-Term Memory Neural Network. 2374-2385 - Shuaizheng Chen, Dongaolei An, Chaolu Feng
, Zijian Bian
, Lianming Wu
:
Segmentation of Pericardial Adipose Tissue in CMR Images: A Benchmark Dataset MRPEAT and a Triple-Stage Network 3SUnet. 2386-2399 - Siqi Liang, Jiasheng Zhou
, Zhendong Guo, Da He
, Wenzhao Yang
, Zhanhong Ye, Weihao Shao, Lili Jing, Sung-Liang Chen
:
Miniature Probe for Optomechanical Focus-Adjustable Optical-Resolution Photoacoustic Endoscopy. 2400-2413 - Yi Zhao
, Zhipeng Yang
, Zhaohua Ding
, Jingyong Su
:
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers. 2414-2424 - Qiang Liu
, Xiao Liang
, Tingting Li, Weian Chao, Weizhi Qi, Tian Jin, Yubin Gong
, Huabei Jiang
, Lei Xi
:
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI). 2425-2438 - Bin Deng
, Hanxue Gu, Hongmin Zhu
, Ken Chang
, Katharina Viktoria Hoebel
, Jay B. Patel, Jayashree Kalpathy-Cramer, Stefan A. Carp
:
FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction. 2439-2450 - Jianwei Lin, Jiatai Lin
, Cheng Lu, Hao Chen
, Huan Lin
, Bingchao Zhao, Zhenwei Shi
, Bingjiang Qiu, Xipeng Pan, Zeyan Xu, Biao Huang
, Changhong Liang, Guoqiang Han
, Zaiyi Liu
, Chu Han
:
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation. 2451-2461 - Wentai Hou, Chengxuan Lin, Lequan Yu
, Jing Qin
, Rongshan Yu, Liansheng Wang
:
Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction. 2462-2473
Volume 42, Number 9, September 2023
- Ning Shen
, Tingfa Xu
, Ziyang Bian, Shiqi Huang
, Feng Mu, Bo Huang
, Yuze Xiao
, Jianan Li
:
SCANet: A Unified Semi-Supervised Learning Framework for Vessel Segmentation. 2476-2489 - Prashant Pandey
, Mustafa Chasmai
, Tanuj Sur
, Brejesh Lall
:
Robust Prototypical Few-Shot Organ Segmentation With Regularized Neural-ODEs. 2490-2501 - Chang Cai
, Yuanshun Long, Sanjay Ghosh
, Ali Hashemi
, Yijing Gao, Mithun Diwakar, Stefan Haufe
, Kensuke Sekihara
, Wei Wu
, Srikantan S. Nagarajan
:
Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution. 2502-2512 - Qianfei Zhao, Lanfeng Zhong, Jianghong Xiao, Jingbo Zhang, Yinan Chen
, Wenjun Liao, Shaoting Zhang, Guotai Wang
:
Efficient Multi-Organ Segmentation From 3D Abdominal CT Images With Lightweight Network and Knowledge Distillation. 2513-2523 - Shaobin Chen
, Zhenquan Wu
, Mingzhu Li, Yun Zhu
, Hai Xie
, Peng Yang
, Cheng Zhao, Yongtao Zhang
, Shaochong Zhang, Xinyu Zhao, Lin Lu, Guoming Zhang
, Baiying Lei
:
FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis. 2524-2538 - Jingyang Zhang
, Ran Gu
, Peng Xue
, Mianxin Liu
, Hao Zheng
, Yefeng Zheng
, Lei Ma
, Guotai Wang
, Lixu Gu
:
S3R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites. 2539-2551 - Wei Shao
, Jianxin Liu, Yingli Zuo, Shile Qi
, Honghai Hong, Jianpeng Sheng, Qi Zhu
, Daoqiang Zhang
:
FAM3L: Feature-Aware Multi-Modal Metric Learning for Integrative Survival Analysis of Human Cancers. 2552-2565 - Xiaodan Xing, Giorgos Papanastasiou, Simon Walsh, Guang Yang
:
Less Is More: Unsupervised Mask-Guided Annotated CT Image Synthesis With Minimum Manual Segmentations. 2566-2576 - Jiang Liu
, Srivathsa Pasumarthi
, Ben A. Duffy
, Enhao Gong
, Keshav Datta
, Greg Zaharchuk
:
One Model to Synthesize Them All: Multi-Contrast Multi-Scale Transformer for Missing Data Imputation. 2577-2591 - Sanat Ramesh
, Diego Dall'Alba
, Cristians Gonzalez, Tong Yu, Pietro Mascagni
, Didier Mutter, Jacques Marescaux
, Paolo Fiorini
, Nicolas Padoy
:
Weakly Supervised Temporal Convolutional Networks for Fine-Grained Surgical Activity Recognition. 2592-2602 - Jiaqi Zhu
, Nam Huynh, Olumide Ogunlade
, Rehman Ansari
, Felix Lucka
, Ben T. Cox
, Paul C. Beard:
Mitigating the Limited View Problem in Photoacoustic Tomography for a Planar Detection Geometry by Regularized Iterative Reconstruction. 2603-2615 - Ming Li
, Jiping Wang
, Yang Chen
, Yufei Tang, Zhongyi Wu
, Yujin Qi
, Haochuan Jiang, Jian Zheng
, Benjamin M. W. Tsui
:
Low-Dose CT Image Synthesis for Domain Adaptation Imaging Using a Generative Adversarial Network With Noise Encoding Transfer Learning. 2616-2630 - Shengyuan Ma
, Runke Wang, Suhao Qiu, Ruokun Li, Qi Yue, Qingfang Sun, Liang Chen, Fuhua Yan, Guang-Zhong Yang
, Yuan Feng
:
MR Elastography With Optimization-Based Phase Unwrapping and Traveling Wave Expansion-Based Neural Network (TWENN). 2631-2642 - Myung Kyun Woo
, Lance DelaBarre, Matt Waks, Russell Luke Lagore, Jeehoon Kim, Steve Jungst, Yigitcan Eryaman, Kâmil Ugurbil, Gregor Adriany
:
A 32-Channel Sleeve Antenna Receiver Array for Human Head MRI Applications at 10.5 T. 2643-2652 - Le Shen
, Yuxiang Xing
, Li Zhang:
Joint Reconstruction and Spectrum Refinement for Photon-Counting-Detector Spectral CT. 2653-2665 - Zhongyu Li
, Chaoqun Li, Xiangde Luo, Yitian Zhou, Jihua Zhu
, Cunbao Xu, Meng Yang, Yenan Wu, Yifeng Chen
:
Toward Source-Free Cross Tissues Histopathological Cell Segmentation via Target-Specific Finetuning. 2666-2677 - Zhe Li
, Yuming Jiang, Mengkang Lu, Ruijiang Li
, Yong Xia
:
Survival Prediction via Hierarchical Multimodal Co-Attention Transformer: A Computational Histology-Radiology Solution. 2678-2689 - Mingjie Jiang
, Bernard Chiu
:
A Dual-Stream Centerline-Guided Network for Segmentation of the Common and Internal Carotid Arteries From 3D Ultrasound Images. 2690-2705 - Fuzhi Cao
, Nan An
, Weinan Xu, Wenli Wang
, Wen Li
, Chunhui Wang
, Min Xiang
, Yang Gao
, Xiaolin Ning
:
Optical Co-Registration Method of Triaxial OPM-MEG and MRI. 2706-2713 - Yingpeng Xie
, Qiwei Wan
, Hai Xie
, Yanwu Xu
, Tianfu Wang
, Shuqiang Wang
, Baiying Lei
:
Fundus Image-Label Pairs Synthesis and Retinopathy Screening via GANs With Class-Imbalanced Semi-Supervised Learning. 2714-2725 - Yushan Zheng
, Jun Li, Jun Shi
, Fengying Xie
, Jianguo Huai, Ming Cao, Zhiguo Jiang
:
Kernel Attention Transformer for Histopathology Whole Slide Image Analysis and Assistant Cancer Diagnosis. 2726-2739 - Nan Wang
, Shaohui Lin
, Xiaoxiao Li, Ke Li, Yunhang Shen
, Yue Gao, Lizhuang Ma:
MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet. 2740-2750 - Bolun Zeng
, Huixiang Wang, Jiangchang Xu
, Puxun Tu
, Leo Joskowicz
, Xiaojun Chen
:
Two-Stage Structure-Focused Contrastive Learning for Automatic Identification and Localization of Complex Pelvic Fractures. 2751-2762 - Along He
, Kai Wang
, Tao Li
, Chengkun Du, Shuang Xia, Huazhu Fu
:
H2Former: An Efficient Hierarchical Hybrid Transformer for Medical Image Segmentation. 2763-2775 - Yifan Liu
, Wuyang Li
, Jie Liu
, Hui Chen
, Yixuan Yuan
:
GRAB-Net: Graph-Based Boundary-Aware Network for Medical Point Cloud Segmentation. 2776-2786 - Debin Zhang
, Zhenlei Lyu
, Yaqiang Liu, Zuo-Xiang He, Rutao Yao
, Tianyu Ma
:
Characterization and Assessment of Projection Probability Density Function and Enhanced Sampling in Self-Collimation SPECT. 2787-2801
Volume 42, Number 10, October 2023
- Chun-Mei Feng
, Yunlu Yan, Geng Chen
, Yong Xu
, Ying Hu, Ling Shao
, Huazhu Fu
:
Multimodal Transformer for Accelerated MR Imaging. 2804-2816 - Wenxi Yue
, Hongen Liao
, Yong Xia
, Vincent Lam
, Jiebo Luo
, Zhiyong Wang
:
Cascade Multi-Level Transformer Network for Surgical Workflow Analysis. 2817-2831 - Ange Lou
, Kareem O. Tawfik, Xing Yao, Ziteng Liu, Jack H. Noble:
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation. 2832-2841 - Wenxiang Ding
, Qiaoqiao Ding
, Kewei Chen
, Miao Zhang, Li Lv, David Dagan Feng
, Lei Bi
, Jinman Kim
, Qiu Huang
:
A Shortened Model for Logan Reference Plot Implemented via the Self-Supervised Neural Network for Parametric PET Imaging. 2842-2852 - Mélanie Mouchet
, Jean-Michel Létang
, Jerome Lesaint
, Simon Rit
:
Cone-Beam Pair-Wise Data Consistency Conditions in Helical CT. 2853-2864 - Baoshan Liang
, Jingye Tan, Luke Lozenski
, David A. Hormuth
, Thomas E. Yankeelov
, Umberto Villa
, Danial Faghihi
:
Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth. 2865-2875 - Jakob Haeusele
, Clemens Schmid
, Manuel Viermetz
, Nikolai Gustschin
, Tobias Lasser
, Thomas Köhler
, Franz Pfeiffer
:
Advanced Phase-Retrieval for Stepping-Free X-Ray Dark-Field Computed Tomography. 2876-2885 - Emelina P. Vienneau
, Brett C. Byram
:
A Coded Excitation Framework for High SNR Transcranial Ultrasound Imaging. 2886-2898 - Chao Xia
, Jiyue Wang, Yulei Qin
, Juan Wen, Zhaojiang Liu, Ning Song, Lingqian Wu, Bing Chen, Yun Gu
, Jie Yang:
KaryoNet: Chromosome Recognition With End-to-End Combinatorial Optimization Network. 2899-2911 - Lanfeng Zhong
, Guotai Wang
, Xin Liao, Shaoting Zhang:
HAMIL: High-Resolution Activation Maps and Interleaved Learning for Weakly Supervised Segmentation of Histopathological Images. 2912-2923 - Gui-Bin Bian
, Li Zhang
, He Chen
, Zhen Li
, Pan Fu, Wen-Qian Yue, Yu-Wen Luo, Pei-Cong Ge
, Weipeng Liu
:
Motion Decoupling Network for Intra-Operative Motion Estimation Under Occlusion. 2924-2935 - Hao Du
, Qihua Dong
, Yan Xu
, Jing Liao
:
Weakly-Supervised 3D Medical Image Segmentation Using Geometric Prior and Contrastive Similarity. 2936-2947 - Xuanang Xu
, Hannah H. Deng
, Jaime Gateno, Pingkun Yan
:
Federated Multi-Organ Segmentation With Inconsistent Labels. 2948-2960 - Hanvit Kim
, Zongyu Li
, Jiye Son, Jeffrey A. Fessler
, Yuni K. Dewaraja
, Se Young Chun
:
Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT. 2961-2973 - Caiwen Jiang
, Yongsheng Pan
, Zhiming Cui
, Dong Nie
, Dinggang Shen
:
Semi-Supervised Standard-Dose PET Image Generation via Region-Adaptive Normalization and Structural Consistency Constraint. 2974-2987 - Mou-Cheng Xu
, Yukun Zhou
, Chen Jin, Marius de Groot
, Daniel C. Alexander
, Neil P. Oxtoby
, Joseph Jacob
:
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labels. 2988-2999 - Jiangbo Shi
, Lufei Tang, Yang Li, Xianli Zhang, Zeyu Gao
, Yefeng Zheng
, Chunbao Wang, Tieliang Gong
, Chen Li
:
A Structure-Aware Hierarchical Graph-Based Multiple Instance Learning Framework for pT Staging in Histopathological Image. 3000-3011 - Youyong Kong
, Wenhan Wang, Xiaoyun Liu, Shuwen Gao, Zhenghua Hou, Chunming Xie, Zhijun Zhang, Yonggui Yuan
:
Multi-Connectivity Representation Learning Network for Major Depressive Disorder Diagnosis. 3012-3024 - Wei Shao
, Yingli Zuo, Yangyang Shi, Yawen Wu, Jiao Tang
, Junyong Zhao
, Liang Sun
, Zixiao Lu, Jianpeng Sheng, Qi Zhu
, Daoqiang Zhang
:
Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors From Pathological Images and Multi-Omics Data. 3025-3035 - Chumin Zhao
, Miguel A. Lago
, Ryan Beams, Aldo Badano
:
Objective Image Quality Optimization in Augmented Reality Using Spatial Frequency Domain Models. 3036-3047 - Daniel Jiménez Sánchez
, Mikel Ariz
, Carlos E. de Andrea, Carlos Ortiz-de-Solorzano
:
Synplex: In Silico Modeling of the Tumor Microenvironment From Multiplex Images. 3048-3058 - Zhan Gao, Qiuhao Zong, Yiqi Wang
, Yan Yan, Yuqing Wang
, Ning Zhu, Jin Zhang
, Yunfu Wang, Liang Zhao
:
Laplacian Salience-Gated Feature Pyramid Network for Accurate Liver Vessel Segmentation. 3059-3068 - Tianfang Zhu, Gang Yao
, Dongli Hu, Chuangchuang Xie
, Pengcheng Li
, Xiaoquan Yang, Hui Gong, Qingming Luo
, Anan Li
:
Data-Driven Morphological Feature Perception of Single Neuron With Graph Neural Network. 3069-3079 - Yinhao Ren
, Xuan Liu, Jun Ge, Zisheng Liang
, Xiaoming Xu
, Lars J. Grimm
, Jonathan Go, Jeffrey R. Marks, Joseph Y. Lo
:
Ipsilateral Lesion Detection Refinement for Tomosynthesis. 3080-3090 - Yue Zhang
, Chengtao Peng
, Ruofeng Tong
, Lanfen Lin
, Yen-Wei Chen
, Qingqing Chen
, Hongjie Hu, S. Kevin Zhou
:
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting. 3091-3103 - Yang Zhou
, Yongjian Wu, Zihua Wang
, Bingzheng Wei
, Maode Lai, Jianzhong Shou, Yubo Fan
, Yan Xu
:
Cyclic Learning: Bridging Image-Level Labels and Nuclei Instance Segmentation. 3104-3116 - Jiawei Liu
, Fuyong Xing
, Abbas Shaikh
, Brooke French
, Marius George Linguraru, Antonio R. Porras
:
Joint Cranial Bone Labeling and Landmark Detection in Pediatric CT Images Using Context Encoding. 3117-3126
Volume 42, Number 11, November 2023
- Yongfeng Gao
, Jiaxing Tan
, Yongyi Shi
, Hao Zhang, Siming Lu, Amit Gupta
, Haifang Li, Michael Reiter, Zhengrong Liang
:
Machine Learned Texture Prior From Full-Dose CT Database via Multi-Modality Feature Selection for Bayesian Reconstruction of Low-Dose CT. 3129-3139 - Yuhe Shen
, Jiang Li
, Weifang Zhu
, Kai Yu, Meng Wang
, Yuanyuan Peng, Yi Zhou
, Liling Guan, Xinjian Chen
:
Graph Attention U-Net for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images. 3140-3154 - Linlin Yao
, Feng Shi
, Sheng Wang
, Xiao Zhang
, Zhong Xue
, Xiaohuan Cao
, Yiqiang Zhan, Lizhou Chen, Yuntian Chen, Bin Song, Qian Wang
, Dinggang Shen
:
TaG-Net: Topology-Aware Graph Network for Centerline-Based Vessel Labeling. 3155-3166 - Yiran Wei
, Xi Chen
, Lei Zhu
, Lipei Zhang, Carola-Bibiane Schönlieb
, Stephen J. Price
, Chao Li
:
Multi-Modal Learning for Predicting the Genotype of Glioma. 3167-3178 - Hongxiao Wang
, Gang Huang, Zhuo Zhao, Liang Cheng, Anna Juncker-Jensen
, Mate Levente Nagy
, Xin Lu, Xiangliang Zhang
, Danny Z. Chen
:
CCF-GNN: A Unified Model Aggregating Appearance, Microenvironment, and Topology for Pathology Image Classification. 3179-3193 - Geng Chen
, Jie Qin
, Boulbaba Ben Amor, Weiming Zhou, Hang Dai
, Tao Zhou
, Heyuan Huang, Ling Shao
:
Automatic Detection of Tooth-Gingiva Trim Lines on Dental Surfaces. 3194-3204 - Jing Jiao
, Hongshuang Sun, Yi Huang, Menghua Xia, Mengyun Qiao
, Yunyun Ren, Yuanyuan Wang
, Yi Guo
:
GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. 3205-3218 - Shuibin Ni
, Thanh-Tin P. Nguyen, Ringo Ng, Mani Woodward, Susan Ostmo, Yali Jia
, Michael F. Chiang
, David Huang, Alison H. Skalet
, J. Peter Campbell
, Yifan Jian
:
Panretinal Optical Coherence Tomography. 3219-3228 - Jingyi Yang
, Licheng Jiao
, Ronghua Shang
, Xu Liu
, Ruiyang Li
, Longchang Xu
:
EPT-Net: Edge Perception Transformer for 3D Medical Image Segmentation. 3229-3243 - Huimin Wu
, Xiaomeng Li
, Yiqun Lin, Kwang-Ting Cheng
:
Compete to Win: Enhancing Pseudo Labels for Barely-Supervised Medical Image Segmentation. 3244-3255 - Rong Tao
, Xiaoyang Zou
, Guoyan Zheng
:
LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection. 3256-3268 - Hongkuan Shi
, Zhiwei Wang
, Ying Zhou, Dun Li, Xin Yang
, Qiang Li
:
Bidirectional Semi-Supervised Dual-Branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel Supervisions. 3269-3282 - Qianyu Wu
, Xu Ji
, Yunbo Gu
, Jun Xiang
, Guotao Quan
, Baosheng Li, Jian Zhu
, Gouenou Coatrieux, Jean-Louis Coatrieux
, Yang Chen
:
Unsharp Structure Guided Filtering for Self-Supervised Low-Dose CT Imaging. 3283-3294 - Yifei Guo, Menghan Hu
, Xiongkuo Min
, Yan Wang, Min Dai, Guangtao Zhai
, Xiao-Ping Zhang, Xiaokang Yang
:
Blind Image Quality Assessment for Pathological Microscopic Image Under Screen and Immersion Scenarios. 3295-3306 - Md Ashikuzzaman
, Ali Kafaei Zad Tehrani
, Hassan Rivaz
:
Exploiting Mechanics-Based Priors for Lateral Displacement Estimation in Ultrasound Elastography. 3307-3322 - Zeju Li
, Konstantinos Kamnitsas
, Qi Dou
, Chen Qin
, Ben Glocker
:
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation. 3323-3335 - Valentine Wargnier-Dauchelle
, Thomas Grenier
, Françoise Durand-Dubief
, François Cotton
, Michaël Sdika
:
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection. 3336-3347 - Shaozhuang Ye, Tuo Wang
, Mingyue Ding
, Xuming Zhang
:
F-DARTS: Foveated Differentiable Architecture Search Based Multimodal Medical Image Fusion. 3348-3361 - Clinton J. Wang
, Natalia S. Rost, Polina Golland:
Spatial-Intensity Transforms for Medical Image-to-Image Translation. 3362-3373 - Zhihua Wang
, Lequan Yu
, Xin Ding, Xuehong Liao, Liansheng Wang
:
Shared-Specific Feature Learning With Bottleneck Fusion Transformer for Multi-Modal Whole Slide Image Analysis. 3374-3383 - Chong Ma
, Lin Zhao
, Yuzhong Chen
, Sheng Wang
, Lei Guo, Tuo Zhang, Dinggang Shen
, Xi Jiang
, Tianming Liu
:
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning. 3384-3394 - Yonghao Li, Tao Zhou
, Kelei He
, Yi Zhou
, Dinggang Shen
:
Multi-Scale Transformer Network With Edge-Aware Pre-Training for Cross-Modality MR Image Synthesis. 3395-3407 - Wenting Shen
, Yaonan Wang
, Min Liu
, Jiazheng Wang
, Renjie Ding, Zhe Zhang
, Erik Meijering
:
Branch Aggregation Attention Network for Robotic Surgical Instrument Segmentation. 3408-3419 - Hong Peng
, Chen Jiang, Jing Cheng
, Minghui Zhang
, Shanshan Wang
, Dong Liang
, Qiegen Liu
:
One-Shot Generative Prior in Hankel-k-Space for Parallel Imaging Reconstruction. 3420-3435 - Tajwar Abrar Aleef
, Julio Lobo, Ali Baghani, Shahed K. Mohammed
, Hani Eskandari, Hamid Moradi
, Robert Rohling
, S. Larry Goldenberg, William J. Morris, Seyedeh Sara Mahdavi, Septimiu E. Salcudean
:
Multi-Frequency 3D Shear Wave Absolute Vibro-Elastography (S-WAVE) System for the Prostate. 3436-3450 - Kimberley M. Timmins
, Irene C. van der Schaaf, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
:
Geometric Deep Learning Using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection. 3451-3460
Volume 42, Number 12, December 2023
- Adam Marcus
, Paul Bentley
, Daniel Rueckert
:
Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-Based Network. 3464-3473 - Wangbin Ding
, Lei Li
, Junyi Qiu, Sihan Wang, Liqin Huang
, Yinyin Chen, Shan Yang, Xiahai Zhuang:
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation. 3474-3486 - Jing Ke
, Kai Liu
, Yuxiang Sun
, Yuying Xue, Jiaxuan Huang, Yizhou Lu, Jun Dai, Yaobing Chen, Xiaodan Han, Yiqing Shen
, Dinggang Shen
:
Artifact Detection and Restoration in Histology Images With Stain-Style and Structural Preservation. 3487-3500 - Zhonghua Wang
, Junyan Lyu
, Xiaoying Tang
:
autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation. 3501-3511 - Xueqi Guo
, Bo Zhou
, Xiongchao Chen
, Ming-Kai Chen
, Chi Liu
, Nicha C. Dvornek
:
MCP-Net: Introducing Patlak Loss Optimization to Whole-Body Dynamic PET Inter-Frame Motion Correction. 3512-3523 - Muzaffer Özbey
, Onat Dalmaz
, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör
, Tolga Çukur
:
Unsupervised Medical Image Translation With Adversarial Diffusion Models. 3524-3539 - Zhuo-Xu Cui
, Sen Jia, Jing Cheng
, Qingyong Zhu
, Yuanyuan Liu
, Kankan Zhao, Ziwen Ke
, Wenqi Huang, Haifeng Wang
, Yanjie Zhu
, Leslie Ying
, Dong Liang
:
Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging. 3540-3554 - Banghe Zhu
, Jonathan Hendricks
, Janelle E. Morton, John C. Rasmussen
, Christopher F. Janssen
, Manish N. Shah
, Eva M. Sevick-Muraca:
Near-Infrared Fluorescence Tomography and Imaging of Ventricular Cerebrospinal Fluid Flow and Extracranial Outflow in Non-Human Primates. 3555-3565 - Yuanyuan Chen
, Yongsheng Pan
, Yong Xia
, Yixuan Yuan
:
Disentangle First, Then Distill: A Unified Framework for Missing Modality Imputation and Alzheimer's Disease Diagnosis. 3566-3578 - Bo Liu
, Donghuan Lu
, Dong Wei
, Xian Wu
, Yan Wang
, Yu Zhang
, Yefeng Zheng
:
Improving Medical Vision-Language Contrastive Pretraining With Semantics-Aware Triage. 3579-3589 - Shuyi Lu
, Jinhua Liu, Xiaojie Wang, Yuanfeng Zhou
:
Collaborative Multi-Metadata Fusion to Improve the Classification of Lumbar Disc Herniation. 3590-3601 - Jiansheng Fang
, Jingwen Wang, Anwei Li, Yuguang Yan
, Hongbo Liu, Jiajian Li, Huifang Yang, Yonghe Hou, Xuening Yang, Ming Yang, Jiang Liu
:
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth. 3602-3613 - Lin-Sen Zhang
, Shiqi Liu, Xiao-Liang Xie
, Xiao-Hu Zhou
, Zeng-Guang Hou
, Chao-Nan Wang, Xinkai Qu, Wenzheng Han, Xi-Yao Ma
, Meng Song:
A Novel Spatial Position Prediction Navigation System Makes Surgery More Accurate. 3614-3624 - Yu Ling, Weimin Tan
, Bo Yan
:
Self-Supervised Digital Histopathology Image Disentanglement for Arbitrary Domain Stain Transfer. 3625-3638 - Gen Shi
, Lin Yin
, Yu An
, Guanghui Li, Liwen Zhang, Zhongwei Bian
, Ziwei Chen
, Haoran Zhang
, Hui Hui
, Jie Tian
:
Progressive Pretraining Network for 3D System Matrix Calibration in Magnetic Particle Imaging. 3639-3650 - Baiying Lei
, Yun Zhu
, Enmin Liang, Peng Yang
, Shaobin Chen
, Huoyou Hu, Haoran Xie
, Ziyi Wei, Fei Hao, Xuegang Song
, Tianfu Wang
, Xiaohua Xiao, Shuqiang Wang
, Hongbin Han
:
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis. 3651-3664 - Xiaoqin Tang
, Lingpeng Lv, Shima Javanmardi
, Yunfeng Wang, Jingchuan Fan, Fons J. Verbeek, Guoqiang Xiao
:
Image Synthesis and Modified BlendMask Instance Segmentation for Automated Nanoparticle Phenotyping. 3665-3677 - Heran Yang
, Jian Sun
, Zongben Xu:
Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities. 3678-3689 - Yicheng Zhong
, Yuru Pei
, Kaichen Nie
, Yungeng Zhang
, Tianmin Xu, Hongbin Zha
:
Bi-Graph Reasoning for Masticatory Muscle Segmentation From Cone-Beam Computed Tomography. 3690-3701 - Peng Li
, Yue Hu
:
Learned Tensor Low-CP-Rank and Bloch Response Manifold Priors for Non-Cartesian MRF Reconstruction. 3702-3714 - Weimin Zhou
, Umberto Villa
, Mark A. Anastasio
:
Ideal Observer Computation by Use of Markov-Chain Monte Carlo With Generative Adversarial Networks. 3715-3724 - S. Shailja
, Vikram Bhagavatula
, Matthew Cieslak, Jean M. Vettel, Scott T. Grafton
, B. S. Manjunath
:
ReeBundle: A Method for Topological Modeling of White Matter Pathways Using Diffusion MRI. 3725-3737 - Yan Wang
, Jian Cheng
, Yixin Chen, Shuai Shao
, Lanyun Zhu
, Zhenzhou Wu
, Tao Liu
, Haogang Zhu
:
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation. 3738-3751 - Xinlu Tang
, Rui Guo
, Chencheng Zhang
, Xiahai Zhuang
, Xiaohua Qian
:
A Causality-Driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians. 3752-3763 - Rui Fan
, Christopher Bowd
, Nicole Brye, Mark Christopher, Robert N. Weinreb, David J. Kriegman, Linda M. Zangwill
:
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis. 3764-3778 - Fang Chen
, Lingyu Chen
, Wentao Kong, Weijing Zhang, Pengfei Zheng, Liang Sun
, Daoqiang Zhang
, Hongen Liao
:
Deep Semi-Supervised Ultrasound Image Segmentation by Using a Shadow Aware Network With Boundary Refinement. 3779-3793 - Huisi Wu
, Zhaoze Wang
, Zebin Zhao, Cheng Chen
, Jing Qin
:
Continual Nuclei Segmentation via Prototype-Wise Relation Distillation and Contrastive Learning. 3794-3804 - Ziheng Deng
, Weikang Zhang
, Kaile Chen
, Yufu Zhou
, Jiao Tian, Guotao Quan
, Jun Zhao
:
TT U-Net: Temporal Transformer U-Net for Motion Artifact Reduction Using PAD (Pseudo All-Phase Clinical-Dataset) in Cardiac CT. 3805-3816 - Martin Zach
, Florian Knoll
, Thomas Pock
:
Stable Deep MRI Reconstruction Using Generative Priors. 3817-3832 - Yue Guan
, Yudu Li
, Ruihao Liu
, Ziyu Meng
, Yao Li
, Leslie Ying
, Yiping P. Du
, Zhi-Pei Liang
:
Subspace Model-Assisted Deep Learning for Improved Image Reconstruction. 3833-3846 - Xuming An
, Pengchang Li
, Chen Zhang
:
Deep Cascade-Learning Model via Recurrent Attention for Immunofixation Electrophoresis Image Analysis. 3847-3859 - Haoyu Dong
, Yifan Zhang, Hanxue Gu
, Nicholas Konz
, Yixin Zhang
, Maciej A. Mazurowski:
SWSSL: Sliding Window-Based Self-Supervised Learning for Anomaly Detection in High-Resolution Images. 3860-3870 - Jiangbo Shi
, Lufei Tang, Zeyu Gao
, Yang Li, Chunbao Wang, Tieliang Gong
, Chen Li
, Huazhu Fu
:
MG-Trans: Multi-Scale Graph Transformer With Information Bottleneck for Whole Slide Image Classification. 3871-3883 - Ji Yu
:
Point-Supervised Single-Cell Segmentation via Collaborative Knowledge Sharing. 3884-3894 - Agnieszka Tomczak
, Slobodan Ilic
, Gaby Marquardt, Thomas Engel
, Nassir Navab
, Shadi Albarqouni
:
Digital Staining of White Blood Cells With Confidence Estimation. 3895-3906 - Yonghao Li
, Yiqing Shen
, Jiadong Zhang
, Shujie Song, Zhenhui Li
, Jing Ke
, Dinggang Shen
:
A Hierarchical Graph V-Net With Semi-Supervised Pre-Training for Histological Image Based Breast Cancer Classification. 3907-3918 - Shaolei Liu
, Siqi Yin, Linhao Qu
, Manning Wang
, Zhijian Song:
A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation. 3919-3931 - Jianghao Wu
, Guotai Wang
, Ran Gu
, Tao Lu, Yinan Chen, Wentao Zhu
, Tom Vercauteren
, Sébastien Ourselin
, Shaoting Zhang:
UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation. 3932-3943 - Jiadong Zhang
, Zhiming Cui, Luping Zhou
, Yiqun Sun, Zhenhui Li
, Zaiyi Liu
, Dinggang Shen
:
Breast Fibroglandular Tissue Segmentation for Automated BPE Quantification With Iterative Cycle-Consistent Semi-Supervised Learning. 3944-3955 - Daniel Franco-Barranco
, Zudi Lin
, Won-Dong Jang, Xueying Wang
, Qijia Shen, Wenjie Yin, Yutian Fan, Mingxing Li, Chang Chen
, Zhiwei Xiong
, Rui Xin
, Hao Liu, Huai Chen
, Zhili Li, Jie Zhao
, Xuejin Chen
, Constantin Pape
, Ryan Conrad
, Luke Nightingale, Joost de Folter
, Martin L. Jones
, Yanling Liu
, Dorsa Ziaei
, Stephan Huschauer
, Ignacio Arganda-Carreras
, Hanspeter Pfister
, Donglai Wei:
Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation. 3956-3971 - Zejian Chen
, Wei Zhuo
, Tianfu Wang
, Jun Cheng, Wufeng Xue
, Dong Ni
:
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences. 3972-3986 - Samir Jain, Rohan Atale, Anubhav Gupta, Utkarsh Mishra, Ayan Seal
, Aparajita Ojha
, Joanna Jaworek-Korjakowska
, Ondrej Krejcar
:
CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation. 3987-4000
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