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ORCIDMedical Image Analysis, Volume 97
Volume 97, 2024
- Baiying Lei
, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin:
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. 103213 - Madeleine K. Wyburd, Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete:
Anatomically plausible segmentations: Explicitly preserving topology through prior deformations. 103222 - Ling Huang, Su Ruan, Yucheng Xing, Mengling Feng:
A review of uncertainty quantification in medical image analysis: Probabilistic and non-probabilistic methods. 103223 - Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng:
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. 103224 - Liang Peng, Songyue Cai, Zongqian Wu, Huifang Shang, Xiaofeng Zhu, Xiaoxiao Li:
MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. 103225 - Jie Liu, Yixiao Zhang, Kang Wang, Mehmet Can Yavuz, Xiaoxi Chen, Yixuan Yuan, Haoliang Li, Yang Yang, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography. 103226 - Christian Ritter, Ji Young Lee, M.-T. Pham, Maruthi Kumar Pabba, M. Cristina Cardoso, Ralf Bartenschlager, Karl Rohr:
Multi-detector fusion and Bayesian smoothing for tracking viral and chromatin structures. 103227 - Yong Feng, Jinzhu Yang, Meng Li, Lingzhi Tang, Song Sun, Yonghuai Wang:
A Bayesian network for simultaneous keyframe and landmark detection in ultrasonic cine. 103228 - Xin Yang, Lian Liu, Zhongnuo Yan, Junxuan Yu, Xindi Hu, Xuejuan Yu, Caixia Dong, Ju Chen, Hongmei Liu, Zhuan Yu, Xuedong Deng, Dong Ni, Xiaoqiong Huang, Zhongshan Gou:
Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound. 103229 - Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel:
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. 103230 - Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang, Boning Tong, Shu Yang, Junhao Wen, Yuhan Cui, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen:
Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery. 103231 - Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li:
CCSI: Continual Class-Specific Impression for data-free class incremental learning. 103239 - Duwei Dai, Caixia Dong, Qingsen Yan, Yongheng Sun, Chunyan Zhang, Zongfang Li, Songhua Xu:
I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation. 103241 - Zengshuo Wang, Haohan Zou, Yin Guo, Shan Guo, Xin Zhao, Yan Wang, Mingzhu Sun:
Retinal image registration method for myopia development. 103242 - Wenyuan Chen, Haocong Song, Changsheng Dai, Zongjie Huang, Andrew Wu, Guanqiao Shan, Hang Liu, Aojun Jiang, Xingjian Liu, Changhai Ru, Khaled Abdalla, Shivani N. Dhanani, Katy Fatemeh Moosavi, Shruti Pathak, Clifford Librach, Zhuoran Zhang, Yu Sun:
CP-Net: Instance-aware part segmentation network for biological cell parsing. 103243 - Haonan Peng, Shan Lin, Daniel King, Yun-Hsuan Su, Waleed M. Abuzeid, Randall A. Bly, Kris S. Moe, Blake Hannaford:
Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation. 103246 - Wentao Liu, Tong Tian, Lemeng Wang, Weijin Xu, Lei Li, Haoyuan Li, Wenyi Zhao, Siyu Tian, Xipeng Pan, Yiming Deng, Feng Gao, Huihua Yang, Xin Wang, Ruisheng Su:
DIAS: A dataset and benchmark for intracranial artery segmentation in DSA sequences. 103247 - Meiyue Song, Jiarui Wang, Zhihua Yu, Jiaxin Wang, Le Yang, Yuting Lu, Baicun Li, Xue Wang, Xiaoxu Wang, Qinghua Huang, Zhijun Li, Nikolaos I. Kanellakis, Jiangfeng Liu, Jing Wang, Binglu Wang, Juntao Yang:
PneumoLLM: Harnessing the power of large language model for pneumoconiosis diagnosis. 103248 - Shanlin Sun, Kun Han, Chenyu You, Hao Tang, Deying Kong, Junayed Naushad, Xiangyi Yan, Haoyu Ma, Pooya Khosravi, James S. Duncan, Xiaohui Xie:
Medical image registration via neural fields. 103249 - Rongchang Zhao, Zijun Xi, Huanchi Liu, Xiangkun Jian, Jian Zhang, Zijian Zhang, Shuo Li:
MIST: Multi-instance selective transformer for histopathological subtype prediction. 103251 - Zhikang Wang, Jiani Ma, Qian Gao, Chris Bain, Seiya Imoto, Pietro Liò, Hongmin Cai, Hao Chen, Jiangning Song:
Dual-stream multi-dependency graph neural network enables precise cancer survival analysis. 103252 - Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Pingyu Wang, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Abdul Qayyum, Moona Mazher, Athol Wells, Simon L. F. Walsh, Guang Yang:
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. 103253 - Alexander Lu, Heyuan Huang, Yicheng Hu, Wojciech Zbijewski, Mathias Unberath, Jeffrey H. Siewerdsen, Clifford R. Weiss, Alejandro Sisniega:
Vessel-_targeted compensation of deformable motion in interventional cone-beam CT. 103254 - Coen de Vente, Bram van Ginneken, Carel B. Hoyng, Caroline C. W. Klaver, Clara I. Sánchez:
Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography. 103259 - Jiarui Sun, Yuhao Liu, Yan Xi, Gouenou Coatrieux, Jean-Louis Coatrieux, Xu Ji, Liang Jiang, Yang Chen:
Multi-grained contrastive representation learning for label-efficient lesion segmentation and onset time classification of acute ischemic stroke. 103250 - Mingyu Wang, Chao Chen, Ziyue Xu, Lang Xu, Weiwei Zhan, Jing Xiao, Yiqing Hou, Bingsheng Huang, Lingyun Huang, Shuo Li:
An interpretable two-branch bi-coordinate network based on multi-grained domain knowledge for classification of thyroid nodules in ultrasound images. 103255 - Qingbo Kang, Qicheng Lao, Jun Gao, Jingyan Liu, Huahui Yi, Buyun Ma, Xiaofan Zhang, Kang Li:
Deblurring masked image modeling for ultrasound image analysis. 103256 - Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen:
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. 103257 - Wenqiang Zu, Shenghao Xie, Qing Zhao, Guoqi Li, Lei Ma:
Embedded prompt tuning: Towards enhanced calibration of pretrained models for medical images. 103258 - Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker:
A geometric approach to robust medical image segmentation. 103260 - Dwarikanath Mahapatra, Ruwan B. Tennakoon, Yasmeen George, Sudipta Roy, Behzad Bozorgtabar, Zongyuan Ge, Mauricio Reyes:
ALFREDO: Active Learning with FeatuRe disEntangelement and DOmain adaptation for medical image classification. 103261 - Takeaki Kadota, Hideaki Hayashi, Ryoma Bise, Kiyohito Tanaka, Seiichi Uchida:
Deep Bayesian active learning-to-rank with relative annotation for estimation of ulcerative colitis severity. 103262 - Emanuele Colleoni, Ricardo Sanchez-Matilla, Imanol Luengo, Danail Stoyanov:
Guided image generation for improved surgical image segmentation. 103263 - Gabriel Reale-Nosei, Elvira Amador-Domínguez, Emilio Serrano:
From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation. 103264 - Miao Chu, Giovanni Luigi De Maria, Ruobing Dai, Stefano Benenati, Wei Yu, Jiaxin Zhong, Rafail Kotronias, Jason Walsh, Stefano Andreaggi, Vittorio Zuccarelli, Jason Chai, Keith Channon, Adrian P. Banning, Shengxian Tu:
DCCAT: Dual-Coordinate Cross-Attention Transformer for thrombus segmentation on coronary OCT. 103265 - Xinlu Tang, Rui Guo, Chencheng Zhang, Xiaohua Qian:
A causal counterfactual graph neural network for arising-from-chair abnormality detection in parkinsonians. 103266 - Bolun Zeng, Huixiang Wang, Xingguang Tao, Haochen Shi, Leo Joskowicz, Xiaojun Chen:
A bidirectional framework for fracture simulation and deformation-based restoration prediction in pelvic fracture surgical planning. 103267 - Beniamin Di Veroli, Richard Lederman, Yigal Shoshan, Jacob Sosna, Leo Joskowicz:
A graph-theoretic approach for the analysis of lesion changes and lesions detection review in longitudinal oncological imaging. 103268 - Nikita Moriakov, Jim Peters, Ritse Mann, Nico Karssemeijer, Jos van Dijck, Mireille J. M. Broeders, Jonas Teuwen:
Improving lesion volume measurements on digital mammograms. 103269 - Matthis Manthe, Stefan Duffner, Carole Lartizien:
Federated brain tumor segmentation: An extensive benchmark. 103270 - Gregory Buti, Ali Ajdari, Christopher P. Bridge, Gregory C. Sharp, Thomas Bortfeld:
Diffusion tensor transformation for personalizing _target volumes in radiation therapy. 103271 - Honghe Li, Jinzhu Yang, Zhanfeng Xuan, Mingjun Qu, Yonghuai Wang, Chaolu Feng:
A spatio-temporal graph convolutional network for ultrasound echocardiographic landmark detection. 103272 - Ruoyu Guo, Yiwen Xu, Anthony Tompkins, Maurice Pagnucco, Yang Song:
Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning. 103273 - Meng Han, Xiangde Luo, Xiangjiang Xie, Wenjun Liao, Shichuan Zhang, Tao Song, Guotai Wang, Shaoting Zhang:
DMSPS: Dynamically mixed soft pseudo-label supervision for scribble-supervised medical image segmentation. 103274 - Boyun Zheng, Ranran Zhang, Songhui Diao, Jingke Zhu, Yixuan Yuan, Jing Cai, Liang Shao, Shuo Li, Wenjian Qin:
Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation. 103275 - Evi M. C. Huijben, Maarten L. Terpstra, Arthur Jr Galapon, Suraj Pai, Adrian Thummerer, Peter Koopmans, Manya Afonso, Maureen A. J. M. van Eijnatten, Oliver J. Gurney-Champion, Zeli Chen, Yiwen Zhang, Kaiyi Zheng, Chuanpu Li, Haowen Pang, Chuyang Ye, Runqi Wang, Tao Song, Fuxin Fan, Jingna Qiu, Yixing Huang, Juhyung Ha, Jong Sung Park, Alexandra Alain-Beaudoin, Silvain Bériault, Pengxin Yu, Hongbin Guo, Zhanyao Huang, Gengwan Li, Xueru Zhang, Yubo Fan, Han Liu, Bowen Xin, Aaron Nicolson, Lujia Zhong, Zhiwei Deng, Gustav Müller-Franzes, Firas Khader, Xia Li, Ye Zhang, Cédric Hémon, Valentin Boussot, Zhihao Zhang, Long Wang, Lu Bai, Shaobin Wang, Derk Mus, Bram Kooiman, Chelsea A. H. Sargeant, Edward G. A. Henderson, Satoshi Kondo, Satoshi Kasai, Reza Karimzadeh, Bulat Ibragimov, Thomas Helfer, Jessica Dafflon, Zijie Chen, Enpei Wang, Zoltán Perkó, Matteo Maspero:
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. 103276 - Rongzhao Zhang, Albert C. S. Chung:
EfficientQ: An efficient and accurate post-training neural network quantization method for medical image segmentation. 103277 - Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Mark S. Graham, Petru-Daniel Tudosiu, Tom Vercauteren, M. Jorge Cardoso:
Generating multi-pathological and multi-modal images and labels for brain MRI. 103278 - Xinyue Hu, Lin Gu, Kazuma Kobayashi, Liangchen Liu, Mengliang Zhang, Tatsuya Harada, Ronald M. Summers, Yingying Zhu:
Interpretable medical image Visual Question Answering via multi-modal relationship graph learning. 103279 - Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Shaoting Zhang, Lei Xing, Le Lu, Alan L. Yuille, Yuyin Zhou:
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers. 103280 - Yongbei Zhu, Shuo Wang, He Yu, Weimin Li, Jie Tian:
SFPL: Sample-specific fine-grained prototype learning for imbalanced medical image classification. 103281 - Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, András Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra:
FetMRQC: A robust quality control system for multi-centric fetal brain MRI. 103282 - Wencong Zhang, Lei Zhao, Hang Gou, Yanggang Gong, Yujia Zhou, Qianjin Feng:
PRSCS-Net: Progressive 3D/2D rigid Registration network with the guidance of Single-view Cycle Synthesis. 103283 - Shaoju Wu, Sila Kurugol, Andy Tsai:
Improving the radiographic image analysis of the classic metaphyseal lesion via conditional diffusion models. 103284 - Wenxuan Li, Chongyu Qu, Xiaoxi Chen, Pedro R. A. S. Bassi, Yijia Shi, Yuxiang Lai, Qian Yu, Huimin Xue, Yixiong Chen, Xiaorui Lin, Yutong Tang, Yining Cao, Haoqi Han, Zheyuan Zhang, Jiawei Liu, Tiezheng Zhang, Yujiu Ma, Jincheng Wang, Guang Zhang, Alan L. Yuille, Zongwei Zhou:
AbdomenAtlas: A large-scale, detailed-annotated, & multi-center dataset for efficient transfer learning and open algorithmic benchmarking. 103285 - Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken:
Structure and position-aware graph neural network for airway labeling. 103286 - Malo Alefsen de Boisredon d'Assier, Aloys Portafaix, Eugene Vorontsov, William Trung Le, Samuel Kadoury:
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. 103287 - Linghan Cai, Lijiang Chen, Jianhao Huang, Yifeng Wang, Yongbing Zhang:
Know your orientation: A viewpoint-aware framework for polyp segmentation. 103288 - Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, Xiaofan Zhang:
PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains. 103289 - Houxiang Wang, Jiaqing Chen, Zihao Yuan, Yangxin Huang, Fuchun Lin:
NHSMM-MAR-sdNC: A novel data-driven computational framework for state-dependent effective connectivity analysis. 103290 - Vatsala Sharma, Suyash P. Awate:
Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT. 103291 - Fanwei Kong, Sascha Stocker, Perry S. Choi, Michael R. Ma, Daniel B. Ennis, Alison L. Marsden:
SDF4CHD: Generative modeling of cardiac anatomies with congenital heart defects. 103293 - Jiangbo Shi, Chen Li, Tieliang Gong, Huazhu Fu:
E2-MIL: An explainable and evidential multiple instance learning framework for whole slide image classification. 103294 - Robbie Holland, Oliver Leingang, Hrvoje Bogunovic, Sophie Riedl, Lars Fritsche, Toby Prevost, Hendrik P. N. Scholl, Ursula Schmidt-Erfurth, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, Martin J. Menten:
Metadata-enhanced contrastive learning from retinal optical coherence tomography images. 103296 - Chengyi Li, Yuheng Lu, Shan Yu, Yue Cui:
TS-AI: A deep learning pipeline for multimodal subject-specific parcellation with task contrasts synthesis. 103297 - Weijian Huang, Cheng Li, Hao Yang, Jiarun Liu, Yong Liang, Hairong Zheng, Shanshan Wang:
Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement. 103299 - Joseph Cox, Peng Liu, Skylar E. Stolte, Yunchao Yang, Kang Liu, Kyle B. See, Huiwen Ju, Ruogu Fang:
BrainSegFounder: Towards 3D foundation models for neuroimage segmentation. 103301 - Wei Li, Ruifeng Bian, Wenyi Zhao, Weijin Xu, Huihua Yang:
Diversity matters: Cross-head mutual mean-teaching for semi-supervised medical image segmentation. 103302 - Niccolò Marini, Stefano Marchesin, Marek Wodzinski, Alessandro Caputo, Damian Podareanu, Bryan Cardenas Guevara, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Francesco Ciompi, Gianmaria Silvello, Henning Müller, Manfredo Atzori:
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning. 103303
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