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20232025
most citedBenchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis

1 citations · 1 across the 4 of their papers we have counts for

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Showing 2024Show all

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q-bio.BM2024

Assessing Reusability of Deep Learning-Based Monotherapy Drug Response Prediction Models Trained with Omics Data

Jamie C. Overbeek, Alexander Partin, Thomas S. Brettin +21

Cancer drug response prediction (DRP) models present a promising approach towards precision oncology, tailoring treatments to individual patient profiles. While deep learning (DL)…

q-bio.QM2024

Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses

Tianshu Feng, Rohan Gnanaolivu, Abolfazl Safikhani +7

Human cancers present a significant public health challenge and require the discovery of novel drugs through translational research. Transcriptomics profiling data that describes m…