Microsleep Prediction Using an EKG Capable Heart Rate Monitor. - Amanda Watson; Gang Zhou (CHASE, 2016)

VitalCore: Analytics and Support Dashboard for Medical Device Integration. - Hyon-Young Choi; Amanda Lor; Mike Megonegal; Xiayan Ji; Amanda Watson; James Weimer; Insup Lee 001 (CHASE, 2021)

FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data. - Pengyuan Lu; Xian Li 006; Sooyong Jang; Alexander Lee; Sydney Pugh; Amanda Watson; Ragnhildur I. Bjarnadottir; Robert Lucero; George Demiris; Ani Nenkova; James Weimer; Insup Lee 001 (CHASE, 2021)

TremorSense: Tremor Detection for Parkinson's Disease Using Convolutional Neural Network. - Minglong Sun; Amanda Watson; Gina Blackwell; Woosub Jung; Shuangquan Wang; Kenneth Koltermann; Noah Helm; Gang Zhou; Leslie Cloud; Ingrid Pretzer-Aboff (CHASE, 2021)

RT-ACL: Identification of High-Risk Youth Patients and their Most Significant Risk Factors to Reduce Anterior Cruciate Ligament Reinjury Risk. - Amanda Watson; Pengyuan Lu; Elliot Greenberg; J. Todd R. Lawrence; Theodore J. Ganley; Insup Lee 001; James Weimer (CHASE, 2021)

Magneto: Joint Angle Analysis Using an Electromagnet-Based Sensing Method. - Amanda Watson; Andrew Lyubovsky; Kenneth Koltermann; Gang Zhou (IPSN, 2021)

LAX-Score: Quantifying Team Performance in Lacrosse and Exploring IMU Features towards Performance Enhancement. - Woosub Jung; Amanda Watson; Scott Kuehn; Erik Korem; Kenneth Koltermann; Minglong Sun; Shuangquan Wang; Zhenming Liu; Gang Zhou (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Medical Cyber-Physical Systems: IoMT Applications and Challenges. - Amanda Watson; Jean Park; Sydney Pugh; Oleg Sokolsky; James Weimer; Insup Lee 001 (IEEECONF, 2022)

GlucoScan: Noninvasive Glucose Monitoring Device. - Claire Kendell; Amanda Watson; Insup Lee 001; James Weimer (CHASE, 2022)

DOVE: Noninvasive Shoulder-based Opioid Overdose Detection Device. - Anush Niranjan Lingamoorthy; Amanda Watson; Ethan Donlon; James Weimer; Jacob S. Brenner (CHASE, 2022)

AutoWean: Extubation Failure Risk Estimation for Critically Ill Patients. - Jean Park; Amanda Watson; Xiayan Ji; Kyle C. Quinn; James Weimer; Insup Lee 001 (CHASE, 2022)

Lumos: An Open-Source Device for Wearable Spectroscopy Research. - Amanda Watson; Claire Kendell; Anush Niranjan Lingamoorthy; Insup Lee 001; James Weimer (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Short: Integrated Sensing Platform for Detecting Social Isolation and Loneliness In the Elderly Community. - Xiayan Ji; Xian Li 006; Ahhyun Yuh; Amanda Watson; Claire Kendell; James Weimer; Hajime Nagahara; Teruo Higashino; Teruhiro Mizumoto; Viktor Erdélyi; George Demiris; Oleg Sokolsky; et al. (CHASE, 2023)

Dove: Shoulder-Based Opioid Overdose Detection and Reversal Device. - Anush Niranjan Lingamoorthy; Amanda Watson; Korey Henderson; Ayan Mandal; David Gordon; Xiaonan Ma; James Weimer; Nagarajan Kandasamy; Jacob S. Brenner (CHASE, 2023)

Parkinson's Disease Action Tremor Detection with Supervised-Leaning Models. - Minglong Sun; Woosub Jung; Kenneth Koltermann; Gang Zhou; Amanda Watson; Gina Mari Blackwell; Noah Helm; Leslie Cloud; Ingrid Pretzer-Aboff (CHASE, 2023)

SpectraVue - An Interactive Web Application Enabling Rapid Data Visualization and Analysis for Wearable Spectroscopy Research. - Tarek Hamid; Insup Lee 001; Amanda Watson (UbiComp/ISWC Adjunct, 2023)

iCareLoop: Closed-Loop Sensing and Intervention for Gerontological Social Isolation and Loneliness. - Xiayan Ji; Ahhyun Yuh; Hyon-Young Choi; Amanda Watson; Claire Kendell; Xian Li 006; James Weimer; Hajime Nagahara; Teruo Higashino; Teruhiro Mizumoto; Viktor Erdélyi; George Demiris; et al. (ICCPS, 2023)

Systematic review and meta-analysis of the effectiveness of chatbots on lifestyle behaviours. - Ben Singh; Timothy Olds; Jacinta Brinsley; Dot Dumuid; Rosa Virgara; Lisa Matricciani; Amanda Watson; Kimberley Szeto; Emily Eglitis; Aaron Miatke; Catherine E. M. Simpson; Corneel Vandelanotte; et al. (npj Digit. Medicine, 2023)

Raproto: An Open-Source Platform for Rapid Prototyping with Wearable Devices. - Tarek Hamid; Kimberly Helm; Hyonyoung Choi; Jean Park; Claire Kendell; Stephanie Cummings; Steve Messe; Stefanie Modri; Insup Lee 001; James Weimer; Amanda Watson (BSN, 2024)

Drug Overdose Vital-Signs Evaluator Using Machine Learning. - Anush Niranjan Lingamoorthy; Abhishek Kumar Mishra; Suman Kumar; David Gordon; Jacob S. Brenner; Nagarajan Kandasamy; Amanda Watson (IJCAI, 2024)

A Multi-Wavelength Optical Sensing Framework for Calibration-Free Wearable Blood Pressure Monitoring. - Tarek Hamid; Patricia Flores; Jane Byun; Xi Chen; Haoran Zhang; Kyle C. Quinn; Amanda Watson (ICASSP, 2025)

Characterization and Feasibility of Wearable Spectroscopic Tracking of Nutrition Biomarkers. - Tarek Hamid; Elizabeth C. Courtney; Patricia Flores; Jane Byun; Afsaneh Doryab; Sibylle Kranz; Amanda Watson (IEEE Pervasive Comput., 2025)

Institutional Books 1.0: A 242B token dataset from Harvard Library's collections, refined for accuracy and usability. - Matteo Cargnelutti; Catherine Brobston; John Hess; Jack Cushman; Kristi Mukk; Aristana Scourtas; Kyle Courtney; Greg Leppert; Amanda Watson; Martha Whitehead; Jonathan Zittrain (CoRR, 2025)

DermaGlow: Objective Quantification of Melanin, Erythema and Skin-tone Using Wearable Optical Spectroscopy. - Tarek Hamid; Patricia Flores; Jane Byun; Elizabeth C. Courtney; Kyle C. Quinn; Amanda Watson (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)