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Frederick Howard's Projects

clam icon clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

dlrs icon dlrs

Deep Learning for Recurrence Score

encoder4editing icon encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

her2discordance icon her2discordance

Efficacy of HER2-targeted therapy in cases with rare in situ hybridization patterns and discordant immunohistochemistry

histoxgan icon histoxgan

Accurate encoding of histologic images into StyleGAN space for discovery and explainability

ncdbrs icon ncdbrs

Recurrence Score Data from the NCDB

ncdbrsclin icon ncdbrsclin

An analysis of the RSClin risk calculator in the NCDB

porpoise_site icon porpoise_site

Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

pysurvival icon pysurvival

Open source package for Survival Analysis modeling

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