Title
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen LM&MA MedIm 68 0 0 30 Apr 2025
PathSegDiff: Pathology Segmentation using Diffusion model representations Sachin Kumar Danisetty Alexandros Graikos Srikar Yellapragada Dimitris Samaras MedIm 19 0 0 09 Apr 2025
Towards Computation- and Communication-efficient Computational Pathology Chu Han Bingchao Zhao Jiatai Lin Shanshan Lyu Longfei Wang ... C. Liang Hannah Y. Wen Xiaojing Guo Zhenwei Shi Zaiyi Liu MedIm 38 0 0 03 Apr 2025
How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark Roba Al Majzoub H. Malik Muzammal Naseer Zaigham Zaheer Tariq Mahmood Salman Khan Fahad A Khan VLM 58 0 0 17 Mar 2025
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation Qingchen Tang Lei Fan M. Pagnucco Yang Song VLM 48 0 0 15 Mar 2025
Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images M. Rahaman Ewan K. A. Millar Erik H. W. Meijering VLM 56 0 0 13 Mar 2025
PathoPainter: Augmenting Histopathology Segmentation via Tumor-aware Inpainting Hong Liu Haosen Yang Evi M. C. Huijben Mark Schuiveling Ruisheng Su J. Pluim M. Veta MedIm 48 0 0 06 Mar 2025
Open-source framework for detecting bias and overfitting for large pathology images Anders Sildnes N. Shvetsov M. Tafavvoghi Vi Ngoc-Nha Tran Kajsa Møllersen Lill-ToveRasmussen Busund Thomas K. Kilvær L. A. Bongo VLM 66 0 0 03 Mar 2025
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Zijie Fang Yifeng Wang Peizhang Xie Zhi Wang Yongbing Zhang 34 0 0 31 Dec 2024
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels Zhisong Wang Yiwen Ye Ziyang Chen Minglei Shu Yong Xia 21 0 0 23 Aug 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 33 0 0 14 Jul 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 46 0 0 26 May 2024
VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Human Annotation-Free Pathological Image Classification Lanfeng Zhong Xin Liao Shaoting Zhang Xiaofan Zhang Guotai Wang VLM 16 4 0 23 Mar 2024
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images Hong Liu Haosen Yang P. Diest J. Pluim M. Veta VLM 27 6 0 14 Mar 2024
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images Mobina Mansoori Sajjad Shahabodini J. Abouei Arash Mohammadi Konstantinos N. Plataniotis 11 0 0 16 Feb 2024
Benchmarking PathCLIP for Pathology Image Analysis Sunyi Zheng Xiaonan Cui Yuxuan Sun Jingxiong Li Honglin Li Yunlong Zhang Pingyi Chen Xueping Jing Zhaoxiang Ye Lin Yang VLM 24 6 0 05 Jan 2024
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 21 43 0 12 Dec 2023
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised Applications Jiatai Lin Guoqiang Han Xuemiao Xu C. Liang T. Wong C. L. P. Chen Zaiyi Liu Chu Han VLM 22 1 0 07 Sep 2023
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images Wei Yi V. Stavrinides Zachary Michael Cieman Baum Qianye Yang D. Barratt Matthew J. Clarkson Yipeng Hu Shaheer U. Saeed 15 3 0 22 Aug 2023
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images Liangrui Pan Lian-min Wang Zhichao Feng Liwen Xu Shaoliang Peng 31 2 0 21 Aug 2023
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation Jia Fu Tao Lu Shaoting Zhang Guotai Wang MedIm 13 2 0 20 Jun 2023
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification Tianpeng Deng Yanqi Huang Guoqiang Han Zhenwei Shi Jiatai Lin Qianming Dou Zaiyi Liu Xiaohui Guo Xin Chen Chu Han FedML 40 6 0 24 Feb 2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer Pushpak Pati Guillaume Jaume Zeineb Ayadi Kevin Thandiackal Behzad Bozorgtabar M. Gabrani O. Goksel 14 17 0 07 Jan 2023
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification Wenshuo Zhou Dalu Yang Binghong Wu Yehui Yang Junde Wu Xiaorong Wang Lei Wang Haifeng Huang Yanwu Xu OOD 26 1 0 31 May 2022
Preparing data for pathological artificial intelligence with clinical-grade performance Yuanqing Yang K. Sun Yanhua Gao Kuang-Heng Wang Gang Yu OOD 17 1 0 22 May 2022
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma Chu Han Xipeng Pan Lixu Yan Huan Lin Bingbing Li ... Chengda Lu Xin Chen C. Liang Qingling Zhang Zaiyi Liu 10 26 0 13 Apr 2022
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images Julio Silva-Rodríguez Adrián Colomer Valery Naranjo 16 42 0 21 May 2021
SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning Byoungjip Kim Jinho Choo Yeong-Dae Kwon Seongho Joe Seungjai Min Youngjune Gwon SSL 19 52 0 16 Jan 2021
Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology H. Gu Yuan Liang Yifan Xu Christopher Kazu Williams S. Magaki ... Wenzhong Yan X. R. Zhang Yang Li Mohammad Haeri Xiang Ánthony' Chen 9 28 0 23 Jun 2020
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 213 739 0 28 Mar 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 244 1,279 0 06 Mar 2017
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 243 1,476 0 30 Nov 2016