Ayse B. Dincer

Interpretable machine learning prediction of all-cause mortality

Wei Qiu, Hugh Chen, Ayse B. Dincer et al. · Communications Medicine · 2022 · 88 citations · Full text

Adversarial deconfounding autoencoder for learning robust gene expression embeddings

Ayse B. Dincer, Joseph D. Janizek, Su‐In Lee · Bioinformatics · 2020 · 82 citations · Full text

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

Reducing Peptide Sequence Bias in Quantitative Mass Spectrometry Data with Machine Learning

Ayse B. Dincer, Yang Lu, Devin K. Schweppe et al. · Journal of Proteome Research · 2022 · 14 citations · Full text

Engineering, Machine Learning, Such Biases +20

Interpretable machine learning prediction of all-cause mortality

Wei Qiu, Hugh Chen, Ayse B. Dincer et al. · 2021 · 10 citations · Full text