Modeling of signal-response cascades using decision tree analysis. - Sampsa Hautaniemi; Sourabh Kharait; Akihiro Iwabu; Alan Wells; Douglas A. Lauffenburger (Bioinform., 2005)

Decision tree modeling predicts effects of inhibiting contractility signaling on cell motility. - Sourabh Kharait; Sampsa Hautaniemi; Shan Wu; Akihiro Iwabu; Douglas A. Lauffenburger; Alan Wells (BMC Syst. Biol., 2007)

Selection of models for the analysis of risk-factor trees: leveraging biological knowledge to mine large sets of risk factors with application to microbiome data. - Qunyuan Zhang; Haley Abel; Alan Wells; Petra Lenzini; Felicia Gomez; Michael A. Province; Alan A. Templeton; George M. Weinstock; Nita H. Salzman; Ingrid B. Borecki (Bioinform., 2015)

Leveraging Bayesian networks and information theory to learn risk factors for breast cancer metastasis. - Xia Jiang; Alan Wells; Adam Brufsky; Darshan Shetty; Kahmil Shajihan; Richard E. Neapolitan (BMC Bioinform., 2020)

Deep Learning: a Heuristic Three-stage Mechanism for Grid Searches to Optimize the Future Risk Prediction of Breast Cancer Metastasis Using EHR-based Clinical Data. - Xia Jiang; Yijun Zhou; Chuhan Xu; Adam Brufsky; Alan Wells (CoRR, 2024)

Coalitions of AI-based Methods Predict 15-Year Risks of Breast Cancer Metastasis Using Real-World Clinical Data with AUC up to 0.9. - Xia Jiang; Yijun Zhou; Alan Wells; Adam Brufsky (CoRR, 2024)