Ridwan Alam

According to our database, Ridwan Alam authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Novel Clinical-Grade Prostate Cancer Detection and Grading Model: Development and Prospective Validation Using Real World Data, with Performance Assessment on IHC Requested Cases.

Ramin Nateghi, Ruoji Zhou, Madeline Saft, Marina Schnauss, Clayton Neill, Ridwan Alam, Nicole Handa, Mitchell Huang, Eric V. Li, Jeffery A. Goldstein, Edward M. Schaeffer, Menatalla K. Nadim, Fattaneh Pourakpour, Bogdan Isaila, Christopher Felicelli, Vikas Mehta, Behtash G. Nezami, Ashley Ross, Ximing Yang, Lee A. D. Cooper

CoRR, 2024

Estimating ECG Intervals from Lead-I Alone: External Validation of Supervised Models.

Ridwan Alam, Collin M. Stultz

CoRR, 2024

Detecting QT prolongation From a Single-lead ECG With Deep Learning.

Ridwan Alam, Aaron D. Aguirre, Collin M. Stultz

CoRR, 2024

Detection of Acute Myocardial Infarction Using Deep Learning on Lead-I ECG Data.

Parmida Davarmanesh, Qian Lin, Irene Tenison, Gabriel Jabbour, Ridwan Alam

Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024

Heart Block Identification from 12-Lead ECG: Exploring the Generalizability of Self-Supervised AI.

Teya S. Bergamaschi, Collin M. Stultz, Ridwan Alam

Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024

2023

Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series.

Aniruddh Raghu, Payal Chandak, Ridwan Alam, John V. Guttag, Collin M. Stultz

Proceedings of the International Conference on Machine Learning, 2023

QTNet: Deep Learning for Estimating QT Intervals Using a Single Lead ECG.

Ridwan Alam, Aaron D. Aguirre, Collin M. Stultz

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Wearable Respiration Monitoring: Interpretable Inference With Context and Sensor Biomarkers.

Ridwan Alam, David B. Peden, John C. Lach

IEEE J. Biomed. Health Informatics, 2021

2020

Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review.

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

npj Digit. Medicine, 2020

MFED: A System for Monitoring Family Eating Dynamics.

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

CoRR, 2020

2019

Agitation Monitoring and Prevention System for Dementia Caregiver Empowerment.

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

Computer, 2019

Besi: behavior learning and tracking with wearable and in-home sensors - a dementia case-study: poster abstract.

Ridwan Alam, Nutta Homdee, Sean Wolfe, James A. Hayes, John C. Lach

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Inferring Respiratory Minute Volume from Wrist Motion.

Ridwan Alam, David B. Peden, Benjamin Ghaemmaghami, John C. Lach

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Multiple-Instance Learning for Sparse Behavior Modeling from Wearables: Toward Dementia-Related Agitation Prediction.

Ridwan Alam, Azziza Bankole, Martha S. Anderson, John C. Lach

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Non-Invasive Inference of Minute Ventilation Using Wearable ECG and Gaussian Process Regression.

Ridwan Alam, David B. Peden, Jiaqi Gong, John C. Lach

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Inferring physical agitation in dementia using smartwatch and sequential behavior models.

Ridwan Alam, Martha S. Anderson, Azziza Bankole, John C. Lach

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

Motion Biomarkers for Early Detection of Dementia-Related Agitation.

Ridwan Alam, Jiaqi Gong, Mark A. Hanson, Azziza Bankole, Martha S. Anderson, Tonya L. Smith-Jackson, John C. Lach

Proceedings of the 1st Workshop on Digital Biomarkers, 2017

M^2G: A Monitor of Monitoring Systems with Ground Truth Validation Features for Research-Oriented Residential Applications.

Meiyi Ma, Ridwan Alam, Brooke Bell, Kayla de la Haye, Donna Spruijt-Metz, John C. Lach, John A. Stankovic

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

BESI: Reliable and Heterogeneous Sensing and Intervention for In-home Health Applications.

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

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017