Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training

14 May 2022

Papers citing "Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training"

24 / 24 papers shown

Title
Anatomy-Aware Conditional Image-Text Retrieval Meng Zheng Jiajin Zhang Benjamin Planche Zhongpai Gao Terrence Chen Ziyan Wu MedIm 52 0 0 10 Mar 2025
A Shared Encoder Approach to Multimodal Representation Learning Shuvendu Roy Franklin Ogidi Ali Etemad Elham Dolatabadi Arash Afkanpour 42 0 0 03 Mar 2025
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 69 2 0 03 Dec 2024
MAGDA: Multi-agent guideline-driven diagnostic assistance D. Bani-Harouni Nassir Navab Matthias Keicher LM&MA 31 2 1 10 Sep 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering Danfeng Guo Sumitaka Honji LRM 62 0 0 31 Jul 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 21 3 0 26 Jul 2024
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities Pranav Poudel Prashant Shrestha Sanskar Amgain Y. Shrestha P. Gyawali Binod Bhattarai 44 0 0 11 Jul 2024
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning Shuvendu Roy Yasaman Parhizkar Franklin Ogidi Vahid Reza Khazaie Michael Colacci Ali Etemad Elham Dolatabadi Arash Afkanpour VLM 40 1 0 11 Jun 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 28 5 0 24 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 71 27 0 04 Apr 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 2 0 12 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 27 14 0 11 Dec 2023
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis Zihao Zhao Sheng Wang Qian Wang Dinggang Shen MedIm 23 5 0 11 Dec 2023
C^2M-DoT: Cross-modal consistent multi-view medical report generation with domain transfer network Ruizhi Wang Xiang-Fei Wang Jie Zhou Thomas Lukasiewicz Zhenghua Xu 32 1 0 09 Oct 2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models K. Poudel Manish Dhakal Prasiddha Bhandari Rabin Adhikari Safal Thapaliya Bishesh Khanal VLM 28 17 0 15 Aug 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 21 11 0 14 Jul 2023
ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity Sumin Seo Jaewoong Shin Jaewoo Kang Tae Soo Kim Thijs Kooi 27 1 0 11 Apr 2023
Local Contrastive Learning for Medical Image Recognition S. A. Rizvi Ruixiang Tang X. Jiang X. Ma X. Hu 19 6 0 24 Mar 2023
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis Chantal Pellegrini Matthias Keicher Ege Ozsoy Petra Jirásková R. Braren Nassir Navab MedIm 15 20 0 23 Mar 2023
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding C. Seibold Simon Reiß Saquib Sarfraz M. Fink Victoria L. Mayer Jan Sellner Moon S. Kim Klaus H. Maier-Hein Jens Kleesiek Rainer Stiefelhagen 29 18 0 07 Oct 2022
Action-based Early Autism Diagnosis Using Contrastive Feature Learning Asha Rani Pankaj Yadav Yashaswi Verma 17 3 0 12 Sep 2022
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays Matthias Keicher Kamilia Zaripova Tobias Czempiel Kristina Mach Ashkan Khakzar Nassir Navab MedIm 16 11 0 29 Mar 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 31 163 0 11 Oct 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,689 0 11 Feb 2021