Thanneer M. Perumal - researchr alias

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Viewing Publication 1 - 8 from 8

2021

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM ChallengeSolveig 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, Elias Chaibub Neto, E. Ray Dorsey, Zafer Aydin, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Thanneer M. Perumal, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, Avner G. S. Abrami, Aditya Adhikary, Carla Agurto, Sherry Bhalla, Halil Ibrahim Bilgin, Vittorio Caggiano, Jun Cheng, Eden Deng, Qiwei Gan, Rajan Girsa, Zhi Han, Stephen Heisig, Kun Huang, Samad Jahandideh, Wolfgang Kopp, Christoph F. Kurz, Gregor Lichtner, Raquel Norel, G. P. S. Raghava, Tavpritesh Sethi, Nicholas Shawen, Vaibhav Tripathi, Matthew Tsai, Tongxin Wang, Yi Wu, Jie Zhang, Xinyu Zhang, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg. npjdm, 4, 2021. [doi]

2019

Identifying and ranking potential driver genes of Alzheimer's disease using multiview evidence aggregationSumit Mukherjee, Thanneer M. Perumal, Kenneth Daily, Solveig K. Sieberts, Larsson Omberg, Christoph Preuss, Gregory W. Carter, Lara Mangravite, Benjamin A. Logsdon. bioinformatics, 35(14), 2019. [doi]

A Permutation Approach to Assess Confounding in Machine Learning Applications for Digital HealthElias Chaibub Neto, Abhishek Pratap, Thanneer M. Perumal, Meghasyam Tummalacherla, Brian M. Bot, Lara Mangravite, Larsson Omberg. kdd 2019: 54-64 [doi]

Detecting the impact of subject characteristics on machine learning-based diagnostic applicationsElias 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. npjdm, 2, 2019. [doi]

2018

Remote Assessment, in Real-World Setting, of Tremor Severity in Parkinson's Disease Patients Using Smartphone Inertial SensorsThanneer M. Perumal, Meghasyam Tummalacherla, Phil Snyder, Elias Chaibub Neto, E. Ray Dorsey, Lara Mangravite, Larsson Omberg. huc 2018: 215-218 [doi]

2016

Personalized Hypothesis Tests for Detecting Medication Response in Parkinson Disease Patients Using iPhone Sensor DataElias Chaibub Neto, Brian M. Bot, Thanneer M. Perumal, Larsson Omberg, Justin Guinney, Mike Kellen, Arno Klein, Stephen H. Friend, Andrew Trister. psb 2016: 273-284 [doi]

2013

Detecting cellular reprogramming determinants by differential stability analysis of gene regulatory networksIsaac Crespo, Thanneer M. Perumal, Wiktor Jurkowski, Antonio del Sol. bmcsb, 7:140, 2013. [doi]

2011

Understanding dynamics using sensitivity analysis: caveat and solutionThanneer M. Perumal, Rudiyanto Gunawan. bmcsb, 5:41, 2011. [doi]

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