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

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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 92 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 53 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