Ridwan Alam

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Image Set Classification

Gaussian Process

Monitoring System

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Ridwan Alam, Aaron Aguirre, Collin M. Stultz
Detecting QT prolongation From a Single-lead ECG With Deep Learning. CoRR (2024)
Aniruddh Raghu, Payal Chandak, Ridwan Alam, John V. Guttag, Collin M. Stultz
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series. ICML (2023)
Ridwan Alam, Aaron D. Aguirre, Collin M. Stultz
QTNet: Deep Learning for Estimating QT Intervals Using a Single Lead ECG. EMBC (2023)
Aniruddh Raghu, Payal Chandak, Ridwan Alam, John V. Guttag, Collin M. Stultz
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series. CoRR (2023)
Ridwan Alam, David B. Peden, John C. Lach
Wearable Respiration Monitoring: Interpretable Inference With Context and Sensor Biomarkers. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Md. Abu Sayeed Mondol, Brooke Bell, Meiyi Ma, Ridwan Alam, Ifat Afrin Emi, Sarah Masud Preum, Kayla de la Haye, Donna Spruijt-Metz, John C. Lach, John A. Stankovic
MFED: A System for Monitoring Family Eating Dynamics. CoRR (2020)
Brooke Bell, Ridwan Alam, Nabil Alshurafa, Edison Thomaz, Md. Abu Sayeed Mondol, Kayla de la Haye, John A. Stankovic, John C. Lach, Donna Spruijt-Metz
Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review. npj Digit. Medicine 3 (2020)
Ridwan Alam, David B. Peden, John C. Lach
Wearable Respiration Monitoring: Interpretable Inference with Context and Sensor Biomarkers. CoRR (2020)
Ridwan Alam, David B. Peden, Benjamin Ghaemmaghami, John C. Lach
Inferring Respiratory Minute Volume from Wrist Motion. EMBC (2019)
Ridwan Alam, David B. Peden, Jiaqi Gong, John C. Lach
Non-Invasive Inference of Minute Ventilation Using Wearable ECG and Gaussian Process Regression. BHI (2019)
Nutta Homdee, Ridwan Alam, James A. Hayes, Tamanna Hamid, John Park, Sean Wolfe, Hilda Goins, Nykesha Fyffe, Temple Newbold, Tonya L. Smith-Jackson, Azziza Bankole, Martha S. Anderson, John C. Lach
Agitation Monitoring and Prevention System for Dementia Caregiver Empowerment. Computer 52 (11) (2019)
Ridwan Alam, Nutta Homdee, Sean Wolfe, James A. Hayes, John C. Lach
Besi: behavior learning and tracking with wearable and in-home sensors - a dementia case-study: poster abstract. IoTDI (2019)
Ridwan Alam, Azziza Bankole, Martha S. Anderson, John C. Lach
Multiple-Instance Learning for Sparse Behavior Modeling from Wearables: Toward Dementia-Related Agitation Prediction. EMBC (2019)
Ridwan Alam, Martha S. Anderson, Azziza Bankole, John C. Lach
Inferring physical agitation in dementia using smartwatch and sequential behavior models. BHI (2018)
Meiyi Ma, Ridwan Alam, Brooke Bell, Kayla de la Haye, Donna Spruijt-Metz, John C. Lach, John A. Stankovic
M^2G: A Monitor of Monitoring Systems with Ground Truth Validation Features for Research-Oriented Residential Applications. MASS (2017)
Ridwan Alam, Joshua Dugan, Nutta Homdee, Neeraj Gandhi, Benjamin Ghaemmaghami, Harshitha Meda, Azziza Bankole, Martha S. Anderson, Jiaqi Gong, Tonya L. Smith-Jackson, John C. Lach
BESI: Reliable and Heterogeneous Sensing and Intervention for In-home Health Applications. CHASE (2017)
Ridwan Alam, Jiaqi Gong, Mark A. Hanson, Azziza Bankole, Martha S. Anderson, Tonya L. Smith-Jackson, John C. Lach
Motion Biomarkers for Early Detection of Dementia-Related Agitation. DigitalBioMarker@MobiSys (2017)