2 papers
q-bio.QM2024
Random feature baselines provide distributional performance and feature selection benchmarks for clinical and 'omic machine learning
Randall J. Ellis, Audrey Airaud, Chirag J. Patel
Identifying predictive features from high-dimensional datasets is a major task in biomedical research. However, it is difficult to determine the robustness of selected features. He…
q-bio.QM2024
Barttender: An approachable & interpretable way to compare medical imaging and non-imaging data
Ayush Singla, Shakson Isaac, Chirag J. Patel
Imaging-based deep learning has transformed healthcare research, yet its clinical adoption remains limited due to challenges in comparing imaging models with traditional non-imagin…