Search Results for author: Ronald Xie

Found 6 papers, 2 papers with code

WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models

no code implementations22 Apr 2024 Ronald Xie, Steven Palayew, Augustin Toma, Gary Bader, Bo wang

This paper outlines our submission to the MEDIQA2024 Multilingual and Multimodal Medical Answer Generation (M3G) shared task.

Answer Generation Image Classification +3

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

1 code implementation2 Jun 2023 Ronald Xie, Kuan Pang, Sai W. Chung, Catia T. Perciani, Sonya A. MacParland, Bo wang, Gary D. Bader

Our results demonstrate the potential of BLEEP to provide insights into the molecular mechanisms underlying tissue architecture, with important implications in diagnosis and research of various diseases.

Benchmarking Contrastive Learning +1

MAESTER: Masked Autoencoder Guided Segmentation at Pixel Resolution for Accurate, Self-Supervised Subcellular Structure Recognition

1 code implementation CVPR 2023 Ronald Xie, Kuan Pang, Gary D. Bader, Bo wang

Complete manual segmentation is unfeasible for large datasets, and while supervised methods have been proposed to automate segmentation, they often rely on manually generated ground truths which are especially challenging and time consuming to generate in biology due to the requirement of domain expertise.

Representation Learning Segmentation

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