PredictMod Publications & Multimedia
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PredictMod Publications
- Krammer L, Aggarwal V, Bhuiyan U, McNeely P, Mazumder R. PredictMod: a machine learning-based platform for predicting and sharing intervention outcomes in patients. Poster presented at: 22nd International Conference on Artificial Intelligence in Medicine; July 9-12, 2024; Salt Lake City, Utah, USA.
- Wu J, Singleton SS, Bhuiyan, Krammer L, Mazumder R. Multi-omics approaches to studying gastrointestinal microbiome in the context of precision medicine and machine learning. Front. Mol. Biosci.. 19 January 2024; Sec. Molecular Diagnostics and Therapeutics. Volume 10 – 2023. PMID: 38313584.
- Bhuiyan, U. in Biochemistry and Molecular Medicine, Vol. Masters 72 (George Washington University, Washington, DC; 2023).
- Dahlin M, Singleton S, David J, Basuchoudhary A, Wickstrom, Mazumder R, Prast-Nielsen S. Higher levels of Bifidobacteria and tumor necrosis factor in children with drug-resistant epilepsy are associated with anti-seizure response to the ketogenic diet. eBioMedicine. June 2022; vol: 80. https://doi.org/10.1016/j.ebiom.2022.104061.
- Hopson L, Singleton S, David J, Basuchoudhary A, Prast-Nielsen S, Klein P, Sen S, Mazumder R. Bioinformatics and machine learning in gastrointestinal microbiome research and clinical application. Prog Mol Biol Transl Sci. 2020 Sep 30; 176:141-178. PMID: 33814114.
- King CH, Desai H, Sylvetsky AC, LoTempio J, Ayanyan S, Carrie J, Crandall K, Fochtman B, Gasparyan L, Gulzar N, Howell P, Issa N, Krampis K, Mishra L, Morizono H, Pisegna JR, Rao S, Ren Y, Simonyan V, Smith K, VedBrat S, Yao M, Mazumder R. Baseline human gut microbiota profile in healthy people and standard reporting template. PLOS ONE. 2019. PMID: 31509535.
MultiMedia
- Microbiome: VA AI Tech Sprint 2021 | Phase 2 Demo Featuring Stephanie Singleton, Edited by James Ziegler Published December 8th, 2020
Phase 2 Demo. View our MATLAB Prototype Demo. View our Phase 2 Demo Slides. This video is a part of the Microbiome Project.
- VA AI Tech Sprint Phase 3 Final Demo | GWU HIVE Presented by Stephanie Singleton, James Ziegler, Edited by James Ziegler Published April 20th, 2021
Phase 3 Demo. View our materials. This video is a part of the Microbiome Project.