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2020 – today
- 2022
[i3]Cathy Shyr, Pragya Sur, Giovanni Parmigiani, Prasad Patil:
Multi-Study Boosting: Theoretical Considerations for Merging vs. Ensembling. CoRR abs/2207.04588 (2022)- 2021
- [j5]Yuqing Zhang, Prasad Patil, W. Evan Johnson
, Giovanni Parmigiani:
Robustifying genomic classifiers to batch effects via ensemble learning. Bioinform. 37(11): 1521-1527 (2021) - 2020
- [c5]Maya Howes Gupta, Ali Abdolrahmani, Emory James Edwards, Mayra Cortez, Andrew Tumang, Yasmin Majali, Marc Lazaga, Samhitha Tarra, Prasad Patil, Ravi Kuber, Stacy M. Branham:
Towards More Universal Wayfinding Technologies: Navigation Preferences Across Disabilities. CHI 2020: 1-13 - [c4]Maya Ramchandran, Prasad Patil, Giovanni Parmigiani:
Tree-Weighting for Multi-Study Ensemble Learners. PSB 2020: 451-462 - [i2]Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur:
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations. CoRR abs/2006.11478 (2020)
2010 – 2019
- 2019
- [i1]Zoe Guan, Giovanni Parmigiani, Prasad Patil:
Merging versus Ensembling in Multi-Study Machine Learning: Theoretical Insight from Random Effects. CoRR abs/1905.07382 (2019) - 2017
- [c3]Kavishwar B. Wagholikar, Rahul Jain, Eliel Oliveira, Joshua C. Mandel, Jeffrey G. Klann, Ricardo Colas, Prasad Patil, Kuladip Yadav, Kenneth D. Mandl, Shawn N. Murphy:
Evolving Research Data Sharing Networks to Clinical App Sharing Networks. CRI 2017 - 2016
- [c2]Kavishwar B. Wagholikar, Rahul Jain, Eliel Oliveira, Joshua C. Mandel, Jeffrey G. Klann, Prasad Patil, Kenneth D. Mandl, Shawn N. Murphy, Thomas Carton:
Evaluation of SMART-on-FHIR I2b2 cell using PCORNET data model. AMIA 2016 - 2015
- [j4]Prasad Patil, Pierre-Olivier Bachant-Winner, Benjamin Haibe-Kains, Jeffrey T. Leek:
Test set bias affects reproducibility of gene signatures. Bioinform. 31(14): 2318-2323 (2015) - [j3]Prasad Patil, Jeffrey T. Leek:
Discussion of "visualizing statistical models: Removing the blindfold". Stat. Anal. Data Min. 8(4): 240-241 (2015) - 2011
- [j2]Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato:
Biomedical Cloud Computing With Amazon Web Services. PLoS Comput. Biol. 7(8) (2011) - 2010
- [j1]Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato:
Cloud computing for comparative genomics. BMC Bioinform. 11: 259 (2010) - [c1]Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato:
Mining personalized medicine algorithms with surrogate algorithm tags. IHI 2010: 474-478
Coauthor Index
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