Safiye Çelik

A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia

Su‐In Lee, Safiye Çelik, Benjamin A. Logsdon et al. · Nature Communications · 2017 · 334 citations · Full text

Explainable machine learning prediction of synergistic drug combinations for precision cancer medicine

Joseph D. Janizek, Safiye Çelik, Su‐In Lee · 2018 · 60 citations · Full text

Synergistic Drug Combinations, Engineering, Machine Learning +27

Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models

Joseph D. Janizek, Ayse B. Dincer, Safiye Çelik et al. · Nature Biomedical Engineering · 2023 · 57 citations · Full text

Expression Signatures, Machine Learning, Data Science +10

High-resolution genome-wide mapping of chromosome-arm-scale truncations induced by CRISPR–Cas9 editing

Nathan H. Lazar, Safiye Çelik, Lu Chen et al. · Nature Genetics · 2024 · 41 citations · Full text

Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology

Oren Kraus, Kian Kenyon-Dean, Saber Saberian et al. · 2024 · 28 citations