Understanding dynamics using sensitivity analysis: caveat and solution. - Thanneer M. Perumal; Rudiyanto Gunawan (BMC Syst. Biol., 2011)

Detecting cellular reprogramming determinants by differential stability analysis of gene regulatory networks. - Isaac Crespo; Thanneer M. Perumal; Wiktor Jurkowski; Antonio del Sol (BMC Syst. Biol., 2013)

Reduction of kinetic models using dynamic sensitivities. - Thanneer Malai Perumal; Sashikant Madgula Krishna; Sai Sandeep Tallam; Rudiyanto Gunawan (Comput. Chem. Eng., 2013)

Personalized Hypothesis Tests for Detecting Medication Response in Parkinson Disease Patients Using iPhone Sensor Data. - Elias Chaibub Neto; Brian M. Bot; Thanneer M. Perumal; Larsson Omberg; Justin Guinney; Mike Kellen; Arno Klein; Stephen H. Friend; Andrew D. Trister (PSB, 2016)

Remote Assessment, in Real-World Setting, of Tremor Severity in Parkinson's Disease Patients Using Smartphone Inertial Sensors. - Thanneer M. Perumal; Meghasyam Tummalacherla; Phil Snyder; Elias Chaibub Neto; Earl Ray Dorsey; Lara M. Mangravite; Larsson Omberg (UbiComp/ISWC Adjunct, 2018)

A Permutation Approach to Assess Confounding in Machine Learning Applications for Digital Health. - Elias Chaibub Neto; Abhishek Pratap; Thanneer M. Perumal; Meghasyam Tummalacherla; Brian M. Bot; Lara M. Mangravite; Larsson Omberg (KDD, 2019)

Identifying and ranking potential driver genes of Alzheimer's disease using multiview evidence aggregation. - Sumit Mukherjee; Thanneer M. Perumal; Kenneth Daily; Solveig K. Sieberts; Larsson Omberg; Christoph Preuss; Gregory W. Carter; Lara M. Mangravite; Benjamin A. Logsdon (Bioinform., 2019)

Detecting the impact of subject characteristics on machine learning-based diagnostic applications. - 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 (npj Digit. Medicine, 2019)

mhealthtools: A Modular R Package for Extracting Features from Mobile and Wearable Sensor Data. - Phil Snyder; Meghasyam Tummalacherla; Thanneer Malai Perumal; Larsson Omberg (J. Open Source Softw., 2020)

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge. - Solveig K. Sieberts; Jennifer Schaff; Marlena Duda; Bálint Á Pataki; Ming Sun; Phil Snyder; Jean-Francois Daneault; Federico Parisi; Gianluca Costante; Udi Rubin; Peter Banda; Yooree Chae; et al. (npj Digit. Medicine, 2021)