Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning

11 June 2024

Papers citing "Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning"

6 / 6 papers shown

Title
Advancing Medical Representation Learning Through High-Quality Data Negin Baghbanzadeh Adibvafa Fallahpour Yasaman Parhizkar Franklin Ogidi Shuvendu Roy ... Vahid Reza Khazaie Michael Colacci Ali Etemad Arash Afkanpour Elham Dolatabadi LM&MA 78 0 0 18 Mar 2025
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 119 101 0 20 Jun 2023
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 126 79 0 06 Dec 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 2,875 0 11 Feb 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014