Brian M. Bot

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 6

Top Topics

Hypothesis Test

Parameter Identification

Medical Doctors

Top Venues

npj Digit. Medicine

Publications

Elias Chaibub Neto, Abhishek Pratap, Thanneer M. Perumal, Meghasyam Tummalacherla, Brian M. Bot, Lara Mangravite, Larsson Omberg
A Permutation Approach to Assess Confounding in Machine Learning Applications for Digital Health. KDD (2019)
Brian M. Bot, John Wilbanks, Lara M. Mangravite
Assessing the consequences of decentralizing biomedical research. Big Data Soc. 6 (1) (2019)
Elias Chaibub Neto, Abhishek Pratap, Thanneer M. Perumal, Meghasyam Tummalacherla, Phil Snyder, Brian M. Bot, Andrew D. Trister, Stephen H. Friend, Lara M. Mangravite, Larsson Omberg
Detecting the impact of subject characteristics on machine learning-based diagnostic applications. npj Digit. Medicine 2 (2019)
Jennifer M. Radin, Steven R. Steinhubl, Andrew I. Su, Hansa Bhargava, Benjamin Greenberg, Brian M. Bot, Megan Doerr, Eric J. Topol
The Healthy Pregnancy Research Program: transforming pregnancy research through a ResearchKit app. npj Digit. Medicine 1 (2018)
Elias Chaibub Neto, Brian M. Bot, Thanneer M. Perumal, Larsson Omberg, Justin Guinney, Mike Kellen, Arno Klein, Stephen H. Friend, Andrew Trister
Personalized Hypothesis Tests for Detecting Medication Response in Parkinson Disease Patients Using iPhone Sensor Data. PSB (2016)
Frederic Commo, Justin Guinney, Charles Ferté, Brian M. Bot, Celine Lefebvre, Jean-Charles Soria, Fabrice André
rCGH: a comprehensive array-based genomic profile platform for precision medicine. Bioinform. 32 (9) (2016)
Thomas Cokelaer, Mukesh Bansal, Christopher Bare, Erhan Bilal, Brian M. Bot, Elias Chaibub Neto, Federica Eduati, Mehmet Gönen, Steven M. Hill, Bruce R. Hoff, Jonathan R. Karr, Robert Küffner, Michael P. Menden, Pablo Meyer, Raquel Norel, Abhishek Pratap, Robert J. Prill, Matthew T. Weirauch, James C. Costello, Gustavo Stolovitzky, Julio Saez-Rodriguez
DREAMTools: a Python package for scoring collaborative challenges. F1000Research 4 (2015)
Jonathan R. Karr, Alex H. Williams, Jeremy D. Zucker, Andreas Raue, Bernhard Steiert, Jens Timmer, Clemens Kreutz, Simon Wilkinson, Brandon A. Allgood, Brian M. Bot, Bruce R. Hoff, Michael R. Kellen, Markus W. Covert, Gustavo A. Stolovitzky, Pablo Meyer
Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models. PLoS Comput. Biol. 11 (5) (2015)
Qian Shi, Lindsay A. Renfro, Brian M. Bot, Tomasz Burzykowski, Marc Buyse, Daniel J. Sargent
Comparative assessment of trial-level surrogacy measures for candidate time-to-event surrogate endpoints in clinical trials. Comput. Stat. Data Anal. 55 (9) (2011)