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Translational Medicine / 转化医学Machine Learning Cancer Biomarkers, Genomics

Eliezer Van Allen

MD

🏢Dana-Farber Cancer Institute, Broad Institute🌐USA

Associate Professor

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Key Contributions

👥Biography 个人简介

Eliezer Van Allen is a precision oncology researcher who has pioneered the use of machine learning and genomic analysis to discover novel biomarkers for cancer immunotherapy and targeted therapy. His computational work has identified mutational signatures and genomic features that predict response to checkpoint inhibitors beyond TMB and MSI. He has applied deep learning to histological images to extract immune phenotyping information and predict outcomes. His bioinformatics contributions bridge genomics, immunology, and clinical outcomes in precision oncology.

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🧪Research Fields 研究领域

machine learning biomarkers
genomic biomarker discovery
cancer genomics immunotherapy
somatic mutation biomarkers
bioinformatics precision oncology

🎓Key Contributions 主要贡献

Representative Works 代表性著作

📄Data Sources 数据来源

Last updated: 2026-03-01 | All information from publicly available academic sources

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