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ORCIDMedical Image Analysis, Volume 90
Volume 90, December 2023
- Pietro Astolfi
, Ruben Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani:
Supervised tractogram filtering using Geometric Deep Learning. 102893 - Aditya Sai Ram Nemali, Niklas Vockert, David Berron, Anne Maaß, José Bernal, Renat Yakupov, O. Peters, D. Gref, Nicoleta Carmen Cosma, Lukas Preis, J. Priller, Eike J. Spruth, S. Altenstein, A. Lohse, K. Fliessbach, O. Kimmich, I. Vogt, Jens Wiltfang, N. Hansen, Claudia Bartels, B. H. Schott, Franziska Maier, D. Meiberth, Wenzel Glanz, Enise Incesoy, M. Butryn, K. Buerger, D. Janowitz, R. Pernecky, Boris-Stephan Rauchmann, L. Burow, Stefan Teipel, Ingo Kilimann, Doreen Görß, Martin Dyrba, C. Laske, Matthias H. Munk, C. Sanzenbacher, S. Müller, A. Spottke, N. Roy, Michael T. Heneka, Frederic Brosseron, Sandra Roeske, L. Dobisch, Alfredo Ramirez, M. Ewers, P. Dechent, Klaus Scheffler, L. Kleineidam, S. Wolfsgruber, Michael Wagner, F. Jessen, E. Duzel, G. Ziegler:
Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease - A systematic model evaluation. 102913 - Jing Xia, Nanguang Chen, Anqi Qiu:
Multi-level and joint attention networks on brain functional connectivity for cross-cognitive prediction. 102921 - Zhongliang Jiang, Yue Zhou, Dongliang Cao, Nassir Navab:
DefCor-Net: Physics-aware ultrasound deformation correction. 102923 - Sophie Ostmeier, Brian Axelrod, Fabian Isensee, Jeroen Bertels, Michael Mlynash, Soren Christensen, Maarten G. Lansberg, Gregory W. Albers, Rajen Sheth, Benjamin F. J. Verhaaren, Abdelkader Mahammedi, Li-Jia Li, Greg Zaharchuk, Jeremy J. Heit:
USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging. 102927 - Yu Tian, Fengbei Liu, Guansong Pang, Yuanhong Chen, Yuyuan Liu, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro:
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images. 102930 - Shengjie Zhang, Xiang Chen, Xin Shen, Bohan Ren, Ziqi Yu, Haibo Yang, Xi Jiang, Dinggang Shen, Yuan Zhou, Xiao-Yong Zhang:
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. 102932 - Robin Camarasa, Hoel Kervadec, M. Eline Kooi, Jeroen Hendrikse, Paul H. J. Nederkoorn, Daniel Bos, Marleen de Bruijne:
Nested star-shaped objects segmentation using diameter annotations. 102934 - Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu:
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. 102935 - Syed Farhan Abbas, Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak:
Multi-cell type and multi-level graph aggregation network for cancer grading in pathology images. 102936 - Li Lin, Linkai Peng, Huaqing He, Pujin Cheng, Jiewei Wu, Kenneth K. Y. Wong, Xiaoying Tang:
YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation. 102937 - Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu:
GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. 102938 - Xin Yu, Qi Yang, Yinchi Zhou, Leon Y. Cai, Riqiang Gao, Ho Hin Lee, Thomas Z. Li, Shunxing Bao, Zhoubing Xu, Thomas A. Lasko, Richard G. Abramson, Zizhao Zhang, Yuankai Huo, Bennett A. Landman, Yucheng Tang:
UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation. 102939 - Joel Honkamaa, Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen:
Deformation equivariant cross-modality image synthesis with paired non-aligned training data. 102940 - Chen Qiao, Bin Gao, Yuechen Liu, Xin-Yu Hu, Wenxing Hu, Vince D. Calhoun, Yu-Ping Wang:
Deep learning with explainability for characterizing age-related intrinsic differences in dynamic brain functional connectivity. 102941 - Ricardo Pizarro, Haz-Edine Assemlal, Sethu K. Boopathy Jegathambal, Thomas Jubault, Samson Antel, Douglas L. Arnold, Amir Shmuel:
Deep learning, data ramping, and uncertainty estimation for detecting artifacts in large, imbalanced databases of MRI images. 102942 - João Ramalhinho, Soojeong Yoo, Thomas Dowrick, Bongjin Koo, Murali Somasundaram, Kurinchi Gurusamy, David J. Hawkes, Brian R. Davidson, Ann Blandford, Matthew J. Clarkson:
The value of Augmented Reality in surgery - A usability study on laparoscopic liver surgery. 102943 - Xiangyu Li, Xinjie Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li:
Ambiguity-aware breast tumor cellularity estimation via self-ensemble label distribution learning. 102944 - Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hai Shu, Ke Niu, Yan Hu, Jiang Liu:
A generic fundus image enhancement network boosted by frequency self-supervised representation learning. 102945 - Xiaowei Xu, Qianjun Jia, Haiyun Yuan, Hailong Qiu, Yuhao Dong, Wen Xie, Zeyang Yao, Jiawei Zhang, Zhiqaing Nie, Xiaomeng Li, Yiyu Shi, James Y. Zou, Meiping Huang, Jian Zhuang:
A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography images. 102953 - Taylor L. Bobrow, Mayank Golhar, Rohan Vijayan, Venkata S. Akshintala, Juan R. Garcia, Nicholas J. Durr:
Colonoscopy 3D video dataset with paired depth from 2D-3D registration. 102956 - Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey W. Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Yanan Wu, Shuiqing Zhao, Runsheng Chang, Boyu Zhang, Xing Lu, Abdul Qayyum, Moona Mazher, Qi Su, Yonghuang Wu, Ying'ao Liu, Yufei Zhu, Jiancheng Yang, Ashkan Pakzad, Bojidar Rangelov, Raúl San José Estépar, Carlos Cano-Espinosa, Jiayuan Sun, Guang-Zhong Yang, Yun Gu:
Multi-site, Multi-domain Airway Tree Modeling. 102957 - Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert:
Active learning for medical image segmentation with stochastic batches. 102958 - Yuanyuan Chen, Xiaoqing Guo, Yongsheng Pan, Yong Xia, Yixuan Yuan:
Dynamic feature splicing for few-shot rare disease diagnosis. 102959 - Zong Fan, Ping Gong, Shanshan Tang, Christine U. Lee, Xiaohui Zhang, Pengfei Song, Shigao Chen, Hua Li:
Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework. 102960 - Hyojoon Park, Bin Li, Yuming Liu, Michael S. Nelson, Helen M. Wilson, Eftychios Sifakis, Kevin W. Eliceiri:
Collagen fiber centerline tracking in fibrotic tissue via deep neural networks with variational autoencoder-based synthetic training data generation. 102961 - Alan Q. Wang, Evan M. Yu, Adrian V. Dalca, Mert R. Sabuncu:
A robust and interpretable deep learning framework for multi-modal registration via keypoints. 102962 - Antanas Kascenas, Pedro Sanchez, Patrick Schrempf, Chaoyang Wang, William Clackett, Shadia Mikhael, Jeremy P. Voisey, Keith A. Goatman, Alexander Weir, Nicolas Pugeault, Sotirios A. Tsaftaris, Alison Q. O'Neil:
The role of noise in denoising models for anomaly detection in medical images. 102963 - Shariq Mohammed, Sebastian Kurtek, Karthik Bharath, Arvind Rao, Veerabhadran Baladandayuthapani:
Tumor radiogenomics in gliomas with Bayesian layered variable selection. 102964 - Ruinan Jin, Xiaoxiao Li:
Backdoor attack and defense in federated generative adversarial network-based medical image synthesis. 102965 - Mark S. Graham, Petru-Daniel Tudosiu, Paul Wright, Walter Hugo Lopez Pinaya, Petteri Teikari, Ashay Patel, Jean-Marie U.-King-Im, Yee H. Mah, James T. Teo, Hans Rolf Jäger, David Werring, Geraint Rees, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
Latent Transformer Models for out-of-distribution detection. 102967 - Wan Liu, Zhizheng Zhuo, Yaou Liu, Chuyang Ye:
One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer. 102968 - Fuyong Xing, Xinyi Yang, Toby C. Cornish, Debashis Ghosh:
Learning with limited target data to detect cells in cross-modality images. 102969 - Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato:
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. 102970 - Lucas de Vries, Rudolf L. M. van Herten, Jan W. Hoving, Ivana Isgum, Bart J. Emmer, Charles B. L. M. Majoie, Henk A. Marquering, Efstratios Gavves:
Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke. 102971 - Vincent Andrearczyk, Valentin Oreiller, Sarah Boughdad, Catherine Cheze Le Rest, Olena Tankyevych, Hesham Elhalawani, Mario Jreige, John O. Prior, Martin Vallières, Dimitris Visvikis, Mathieu Hatt, Adrien Depeursinge:
Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge. 102972 - Yuxuan Shi, Hong Wang, Haoqin Ji, Haozhe Liu, Yuexiang Li, Nanjun He, Dong Wei, Yawen Huang, Qi Dai, Jianrong Wu, Xinrong Chen, Yefeng Zheng, Hongmeng Yu:
A deep weakly semi-supervised framework for endoscopic lesion segmentation. 102973 - Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. 102974 - Marcel Beetz, Abhirup Banerjee, Julius Ossenberg-Engels, Vicente Grau:
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images. 102975 - Zhen Chen, Wuyang Li, Xiaohan Xing, Yixuan Yuan:
Medical federated learning with joint graph purification for noisy label learning. 102976 - He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. 102977 - Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves:
PC-Reg: A pyramidal prediction-correction approach for large deformation image registration. 102978 - Chengran Fang, Zheyi Yang, Demian Wassermann, Jing-Rebecca Li:
A simulation-driven supervised learning framework to estimate brain microstructure using diffusion MRI. 102979 - Chenchu Xu, Yuhong Song, Dong Zhang, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li:
Spatiotemporal knowledge teacher-student reinforcement learning to detect liver tumors without contrast agents. 102980 - Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning. 102981 - Giammarco La Barbera, Laurence Rouet, Haithem Boussaid, Alexis Lubet, Rani Kassir, Sabine Sarnacki, Pietro Gori, Isabelle Bloch:
Tubular structures segmentation of pediatric abdominal-visceral ceCT images with renal tumors: Assessment, comparison and improvement. 102986 - Numan Saeed, Muhammad Ridzuan, Hussain Alasmawi, Ikboljon Sobirov, Mohammad Yaqub:
MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models. 102989 - Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, Jun Hou, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu:
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising. 102993 - Rema Daher, Francisco Vasconcelos, Danail Stoyanov:
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its Effect on Image Correspondence. 102994
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