Title
Medical Image Segmentation with SAM-generated Annotations Iira Häkkinen Iaroslav Melekhov Erik Englesson Hossein Azizpour Arno Solin VLM 110 0 0 30 Sep 2024
Universal Medical Image Representation Learning with Compositional Decoders Kaini Wang Ling Yang Siping Zhou Guangquan Zhou Wentao Zhang Bin Cui Shuo Li SSL MedIm 89 0 0 30 Sep 2024
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 74 1 0 29 Sep 2024
Robotic-CLIP: Fine-tuning CLIP on Action Data for Robotic Applications Nghia Nguyen Minh Nhat Vu Tung D. Ta Baoru Huang T. Vo Ngan Le Anh Nguyen VLM CLIP 79 6 0 26 Sep 2024
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation Yulin Wang Honglin Xiong Kaicong Sun Shuwei Bai Ling Dai Zhongxiang Ding Jiameng Liu Qian Wang Qian Liu Dinggang Shen MedIm DiffM 78 2 0 25 Sep 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon Baris Turkbey Daguang Xu DiffM MedIm 86 25 0 13 Sep 2024
Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral Transformation Hangyu Li Yihan Xu Jiangchao Yao Nannan Wang Xinbo Gao Bo Han 64 1 0 13 Sep 2024
Analyzing Tumors by Synthesis Qi Chen Yuxiang Lai Xiaoxi Chen Qixin Hu Alan Yuille Zongwei Zhou 86 3 0 09 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 62 1 0 05 Sep 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge Jun Ma Yao Zhang Song Gu Cheng Ge Ershuai Wang Qin Zhou Ziyan Huang Pengju Lyu Jian He Bo Wang 89 15 0 22 Aug 2024
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph Shaonan Liu Wenting Chen Jie Liu Xiaoling Luo Linlin Shen MedIm 55 2 0 10 Aug 2024
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis Yuxiao Liu Mianxin Liu Yuanwang Zhang Kaicong Sun Dinggang Shen 56 4 0 26 Jul 2024
Robust Calibration of Large Vision-Language Adapters Balamurali Murugesan Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz OODD VLM 102 9 0 18 Jul 2024
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation Xiaoyu Liu Linhao Qu Ziyue Xie Yonghong Shi Zhijian Song 71 1 0 17 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Szymon Płotka Maciej Chrabaszcz Przemyslaw Biecek 62 2 0 10 Jul 2024
Embracing Massive Medical Data Yu-Cheng Chou Zongwei Zhou Alan Yuille CLL OOD 65 4 0 05 Jul 2024
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Wei Li Jingyang Zhang Pheng-Ann Heng Lixu Gu CLL DiffM 93 2 0 28 Jun 2024
MATE: Meet At The Embedding -- Connecting Images with Long Texts Young Kyun Jang Junmo Kang Yong Jae Lee Donghyun Kim VLM 95 8 0 26 Jun 2024
WATT: Weight Average Test-Time Adaptation of CLIP David Osowiechi Mehrdad Noori G. A. V. Hakim Moslem Yazdanpanah Ali Bahri Milad Cheraghalikhani Sahar Dastani Farzad Beizaee Ismail Ben Ayed Christian Desrosiers VLM 84 7 0 19 Jun 2024
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation Zhongzhen Huang Yankai Jiang Rongzhao Zhang Shaoting Zhang Xiaofan Zhang MedIm 119 5 0 11 Jun 2024
Contour-weighted loss for class-imbalanced image segmentation Zhhengyong Huang Yao Sui 64 3 0 07 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 102 13 0 03 Jun 2024
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation Zehui Lin Zhuoneng Zhang Xindi Hu Zhifan Gao Xin Yang Yue Sun Dong Ni Tao Tan 152 1 0 03 Jun 2024
Quality Sentinel: Estimating Label Quality and Errors in Medical Segmentation Datasets Yixiong Chen Zongwei Zhou Alan Yuille 81 2 0 01 Jun 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan Yuille Yucheng Tang Zongwei Zhou MedIm VLM 116 20 0 28 May 2024
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation Xiaoyang Chen Hao Zheng Yifang Xie Yuncong Ma Tengfei Li CLL 75 0 0 25 May 2024
Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports Guangyu Guo Jiawen Yao Yingda Xia Tony C. W. Mok Zhilin Zheng Junwei Han Le Lu Dingwen Zhang Jian Zhou Ling Zhang 68 1 0 23 May 2024
Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography Shantanu Ghosh Clare B. Poynton Shyam Visweswaran Kayhan Batmanghelich VLM 105 12 0 20 May 2024
MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise Ruiqi Wu Chenran Zhang Jianle Zhang Yi Zhou Tao Zhou Huazhu Fu 116 9 0 20 May 2024
XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT Scans Lavsen Dahal Mobina Ghojoghnejad Dhrubajyoti Ghosh Yubraj Bhandari David Kim ... Kyle J. Lafata E. Abadi Ehsan Samei Joseph Y. Lo W. Paul Segars 51 0 0 18 May 2024
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts Xinru Zhang N. Ou Berke Doga Basaran Marco Visentin Mengyun Qiao ... Ouyang Cheng Yaou Liu Paul M. Matthew Chuyang Ye Wenjia Bai MedIm 75 8 0 16 May 2024
Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences Jue Jiang Aneesh Rangnekar Harini Veeraraghavan OOD 77 0 0 14 May 2024
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 98 8 0 02 May 2024
Mammo-CLIP: Leveraging Contrastive Language-Image Pre-training (CLIP) for Enhanced Breast Cancer Diagnosis with Multi-view Mammography Xuxin Chen Yuheng Li Mingzhe Hu Ella Salari Xiaoqian Chen Richard L. J. Qiu Bin Zheng Xiaofeng Yang VLM 81 7 0 24 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 128 4 0 24 Apr 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 85 0 0 22 Apr 2024
The Devil is in the Few Shots: Iterative Visual Knowledge Completion for Few-shot Learning Yaohui Li Qifeng Zhou Haoxing Chen Jianbing Zhang Xinyu Dai Hao Zhou VLM 90 0 0 15 Apr 2024
Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms Diandian Guo Manxi Lin Jialun Pei He Tang Yueming Jin Pheng-Ann Heng 72 2 0 14 Apr 2024
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation Sidra Aleem Fangyijie Wang Mayug Maniparambil Eric Arazo J. Dietlmeier Guénolé Silvestre Kathleen M. Curran Noel E. O'Connor Suzanne Little VLM MedIm 92 14 0 09 Apr 2024
Prompt-driven Universal Model for View-Agnostic Echocardiography Analysis Sekeun Kim Hui Ren Peng Guo Abder-Rahman Ali Patrick Zhang Kyungsang Kim Xiang Li Quanzheng Li 69 0 0 09 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 151 38 0 04 Apr 2024
FairCLIP: Harnessing Fairness in Vision-Language Learning Yan Luo Minfei Shi Muhammad Osama Khan Muhammad Muneeb Afzal Hao Huang ... Luo Song Ava Kouhana T. Elze Yi Fang Mengyu Wang VLM 93 38 0 29 Mar 2024
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction Chen Chen Lei Li M. Beetz Abhirup Banerjee Ramneek Gupta Vicente Grau 65 5 0 15 Mar 2024
Robust COVID-19 Detection in CT Images with CLIP Li Lin Yamini Sri Krubha Zhenhuan Yang Cheng Ren Thuc Duy Le Irene Amerini Xin Eric Wang Shu Hu 98 12 0 13 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 91 3 0 13 Mar 2024
From Pixel to Cancer: Cellular Automata in Computed Tomography Yuxiang Lai Xiaoxi Chen Angtian Wang Alan Yuille Zongwei Zhou MedIm 87 13 0 11 Mar 2024
MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder Lei Li Tianfang Zhang Xinglin Zhang Jiaqi Liu Bingqi Ma Yan-chun Luo Tao Chen MedIm 81 0 0 07 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan Yuille Chen Wei Zongwei Zhou MedIm 139 46 0 29 Feb 2024
Leveraging AI Predicted and Expert Revised Annotations in Interactive Segmentation: Continual Tuning or Full Training? Tiezheng Zhang Xiaoxi Chen Chongyu Qu Alan Yuille Zongwei Zhou CLL 106 5 0 29 Feb 2024
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Li Lin Yixiang Liu Jiewei Wu Pujin Cheng Zhiyuan Cai Kenneth K. Y. Wong Xiaoying Tang FedML 135 6 0 27 Feb 2024