Search Results for author: Kuan Pang

Found 2 papers, 2 papers with code

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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