Spatially Resolved Gene Expression Prediction from H&E Histology Images
via Bi-modal Contrastive Learning

v1v2 (latest)

Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive Learning

2 June 2023

Catia T. Perciani

Sonya A. MacParland

ArXiv (abs)PDF HTML

Papers citing "Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive Learning"

5 / 5 papers shown

Title
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency Wentao Huang Meilong Xu Xiaoling Hu Shahira Abousamra Aniruddha Ganguly ... Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Michael L. Miller Chong Chen 113 0 0 22 Nov 2024
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 418 4,996 0 24 Feb 2021
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 375 18,866 0 13 Feb 2020
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 786 36,881 0 25 Aug 2016