Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest
X-rays

Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays

25 June 2022

Kayhan Batmanghelich

ArXiv (abs)PDF HTML Github (25★)

Papers citing "Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays"

15 / 15 papers shown

Title
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation Jinghan Sun Dong-mei Wei Zhe Xu Donghuan Lu Hong Liu Hong Wang Sotirios A. Tsaftaris Jingyu Sun Yefeng Zheng Liansheng Wang MedIm 162 0 0 18 Dec 2024
CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos Jiewen Yang Yiqun Lin Bin Pu Jiarong Guo Xiaowei Xu Xuelong Li 84 5 0 28 Oct 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
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework Vu Minh Hieu Phan Yutong Xie Yuankai Qi Lingqiao Liu Liyang Liu Bowen Zhang Zhibin Liao Qi Wu Minh-Son To Johan Verjans 128 14 0 12 Mar 2024
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI Pooling Philip Muller Felix Meissen Georgios Kaissis Daniel Rueckert 62 3 0 19 Feb 2024
Towards Universal Unsupervised Anomaly Detection in Medical Imaging Cosmin I. Bercea Benedikt Wiestler Daniel Rueckert Julia A. Schnabel 67 2 0 19 Jan 2024
Enhanced Knowledge Injection for Radiology Report Generation Qingqiu Li Jilan Xu Runtian Yuan Mohan Chen Yuejie Zhang Rui Feng Xiaobo Zhang Shang Gao MedIm 83 7 0 01 Nov 2023
Anatomy-Driven Pathology Detection on Chest X-rays Philipp Muller Felix Meissen Johannes Brandt Georgios Kaissis Daniel Rueckert 31 9 0 05 Sep 2023
Finding-Aware Anatomical Tokens for Chest X-Ray Automated Reporting Francesco Dalla Serra Chaoyang Wang Fani Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 58 9 0 30 Aug 2023
You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-ray J. Sun Dong Wei Zhe Xu Donghuan Lu Hong Liu Liansheng Wang Yefeng Zheng 51 3 0 18 Jul 2023
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich MoE 68 14 0 07 Jul 2023
Distilling BlackBox to Interpretable models for Efficient Transfer Learning Shantanu Ghosh K. Yu Kayhan Batmanghelich 83 4 0 26 May 2023
Tackling Shortcut Learning in Deep Neural Networks: An Iterative Approach with Interpretable Models Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich 141 3 0 20 Feb 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie LM&MA VLM 118 120 0 05 Jan 2023
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays Yan Han G. Holste Ying Ding Ahmed H. Tewfik Yifan Peng Zhangyang Wang LM&MA ViT 124 16 0 10 Jul 2022

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.