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)

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)

Comparative Assessment of Multimodal Sensor Data Quality Collected Using Android and iOS Smartphones in Real-World Settings. - Ramzi Halabi; Rahavi Selvarajan; Zixiong Lin; Calvin Herd; Xueying Li; Jana Kabrit; Meghasyam Tummalacherla; Elias Chaibub Neto; Abhishek Pratap (Sensors, 2024)