Causal Archives

ML and precision public health: Saving mothers and babies from dying in rural India

by Simona Gilman | May 11, 2020 | Articles, Causal, Journals

Kasey Morris, Vincent S. Huang, Mokshada Jain, B.M. Ramesh, Hannah Kemp, James Blanchard, Shajy Isac, Bidyut Sarkar, Vikas Gothalwal, Vasanthakumar Namasivayam, Sema Sgaier

Diabetes Therapy: Application of Machine Learning Models to Evaluate Hypoglycemia Risk in Type 2 Diabetes

by Caitlin Nicholson | Feb 24, 2020 | Articles, Cardiometabolic, Causal, Featured Posts, Journals

Luke Mueller, Paulos Berhanu, Jonathan Bouchard, Veronica Alas, Kenneth Elder, Ngoc Thai, Cody Hitchcock, Tiffany Hadzi, Iya Khalil, Lesley-Ann Miller-Wilson

ASCO-SITC: Causal Modeling of TCGA NSCLC and HNSCC Data Identifies Network Drivers of Tumor Immune Subtypes

by Simona Gilman | Feb 6, 2020 | Articles, Causal, Oncology, Posters

Rahul K Das, Raymond T Yan, Aishwarya Krishnakumar, Bruce Church, Iya Khalil, Xinmeng J Mu, Mateusz Maciejewski, Craig Davis

Bayesian Machine Learning on CALGB/SWOG 80405 (Alliance) and PEAK Data Identifies Heterogeneous Landscape of Clinical Predictors of Overall Survival (OS) in Different Populations of Metastatic Colorectal Cancer (mCRC)

by Caitlin Nicholson | Jul 4, 2019 | Articles, Causal, Oncology, Posters

Rahul K Das, Fang-Shu Ou, Cecilia Washburn, Federico Innocenti, Andrew B. Nixon, Heinz-Josef Lenz, Charles Blanke, Donna Niedzwiecki, Iya Khalil, Brian D. Harms, Alan P. Venook

Causal modeling of CALGB 80405 (Alliance) identifies network drivers of metastatic colorectal cancer (mCRC)

by Caitlin Nicholson | Jun 6, 2018 | Articles, Causal, Neurology, Posters, Translational

Das, R.K., Furchtgott, L., Cunha, D., Fang-Shu, O., Innocenti, F., Heinz-Josef, L., Meyerhardt, J., Rich, K., Latourelle, J., Niedzwiecki, D., Nixon, A., O’Reilly, E.M., Wuest, D., Hayete, B., Khalil, I., Venook, A. (2018, June). Presented at the ASCO Annual Meeting,...

Reconstruction and simulation of regulatory networks in the Htt allelic series using causal machine learning

by Caitlin Nicholson | Feb 3, 2018 | Articles, Causal, Neurology, Posters

Latourelle J, Yan R, Beste M, Yang T, Hayete B, Khalil I, Aaronson J, Rosinski J. 13th Annual HD Therapeutics Conference. Palm Springs, CA. 2018.