Prasad Patil

According to our database, Prasad Patil authored at least 14 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A pairwise strategy for imputing predictive features when combining multiple datasets.

Yujie Wu, Boyu Ren, Prasad Patil

Bioinform., January, 2023

2022

Multi-Study Boosting: Theoretical Considerations for Merging vs. Ensembling.

Cathy Shyr, Pragya Sur, Giovanni Parmigiani, Prasad Patil

CoRR, 2022

2021

Robustifying genomic classifiers to batch effects via ensemble learning.

Yuqing Zhang, Prasad Patil, W. Evan Johnson, Giovanni Parmigiani

Bioinform., 2021

2020

Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations.

Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur

CoRR, 2020

Tree-Weighting for Multi-Study Ensemble Learners.

Maya Ramchandran, Prasad Patil, Giovanni Parmigiani

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Towards More Universal Wayfinding Technologies: Navigation Preferences Across Disabilities.

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

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Merging versus Ensembling in Multi-Study Machine Learning: Theoretical Insight from Random Effects.

Zoe Guan, Giovanni Parmigiani, Prasad Patil

CoRR, 2019

2017

Evolving Research Data Sharing Networks to Clinical App Sharing Networks.

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

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Evaluation of SMART-on-FHIR I2b2 cell using PCORNET data model.

Kavishwar B. Wagholikar, Rahul Jain, Eliel Oliveira, Joshua C. Mandel, Jeffrey G. Klann, Prasad Patil, Kenneth D. Mandl, Shawn N. Murphy, Thomas Carton

Proceedings of the AMIA 2016, 2016

2015

Discussion of "visualizing statistical models: Removing the blindfold".

Prasad Patil, Jeffrey T. Leek

Stat. Anal. Data Min., 2015

Test set bias affects reproducibility of gene signatures.

Prasad Patil, Pierre-Olivier Bachant-Winner, Benjamin Haibe-Kains, Jeffrey T. Leek

Bioinform., 2015

2011

Biomedical Cloud Computing With Amazon Web Services.

Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato

PLoS Comput. Biol., 2011

2010

Cloud computing for comparative genomics.

Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato

BMC Bioinform., 2010

Mining personalized medicine algorithms with surrogate algorithm tags.

Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato

Proceedings of the ACM International Health Informatics Symposium, 2010