Follow
John Prince
John Prince
Eko | Machine Learning
Verified email at ekohealth.com - Homepage
Title
Cited by
Cited by
Year
Deep learning algorithm for automated cardiac murmur detection via a digital stethoscope platform
JS Chorba, AM Shapiro, L Le, J Maidens, J Prince, S Pham, MM Kanzawa, ...
Journal of the American Heart Association 10 (9), e019905, 2021
782021
Multi-source ensemble learning for the remote prediction of Parkinson's disease in the presence of source-wise missing data
J Prince, F Andreotti, M De Vos
IEEE Transactions on Biomedical Engineering 66 (5), 1402-1411, 2018
692018
Discriminating progressive supranuclear palsy from Parkinson's disease using wearable technology and machine learning
M De Vos, J Prince, T Buchanan, JJ FitzGerald, CA Antoniades
Gait & Posture 77, 257-263, 2020
602020
Big data in Parkinson’s disease: using smartphones to remotely detect longitudinal disease phenotypes
J Prince, S Arora, M de Vos
Physiological measurement 39 (4), 044005, 2018
552018
A deep learning framework for the remote detection of Parkinson’s disease using smart-phone sensor data
J Prince, M De Vos
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
492018
Building a machine-learning framework to remotely assess Parkinson's disease using smartphones
OY Chén, F Lipsmeier, H Phan, J Prince, KI Taylor, C Gossens, ...
IEEE Transactions on Biomedical Engineering 67 (12), 3491-3500, 2020
392020
Heart rate variability as an indicator of autonomic nervous system disturbance in tetanus
HTH Duong, GA Tadesse, PTH Nhat, N Van Hao, J Prince, TD Duong, ...
The American journal of tropical medicine and hygiene 102 (2), 403, 2020
292020
Methods and systems for determining a physiological or biological state or condition of a subject
S Venkatraman, J Maidens, A Shapiro, J Prince, SL Pham, C Landgraf
US Patent App. 17/187,344, 2021
152021
Severity detection tool for patients with infectious disease
GA Tadesse, T Zhu, N Le Nguyen Thanh, NT Hung, HTH Duong, ...
Healthcare Technology Letters 7 (2), 45-50, 2020
152020
Digital messaging to support control for type 2 diabetes (StAR2D): a multicentre randomised controlled trial
A Farmer, K Bobrow, N Leon, N Williams, E Phiri, H Namadingo, ...
BMC Public Health 21, 1-14, 2021
132021
Mobile messaging support versus usual care for people with type 2 diabetes on glycemic control: protocol for a multicenter randomized controlled trial
A Farmer, K Bobrow, N Leon, N Williams, E Phiri, H Namadingo, ...
JMIR research protocols 8 (6), e12377, 2019
82019
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis
OY Chén, H Cao, H Phan, G Nagels, JM Reinen, J Gou, T Qian, J Di, ...
NeuroImage 226, 117508, 2021
72021
Evaluation of source-wise missing data techniques for the prediction of parkinson’s disease using smartphones
J Prince, F Andreotti, M De Vos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
42019
Methods and systems for automated clinical workflows
RN Blair, J Prince, J Maidens, N Bora, T Crouch, J Crivelli-Decker, ...
US Patent App. 17/449,436, 2023
12023
Objective Assessment of Parkinson's Disease using Machine Learning
J Prince
University of Oxford, 2018
12018
Vital-Sign Monitoring Using Pulse Oximetry for Automated Triage and the Prediction of Patient Deterioration
J Prince
Tese. Doutorado em Filosofia,. Universidade de Oxord: Trinity, 2016
12016
A comparison of self-supervised transformer models against convolutional neural networks to detect Structural Heart Murmurs
G Mathew, D Barbosa, J Prince, C Currie
Journal of the American College of Cardiology 83 (13_Supplement), 2398-2398, 2024
2024
REAL-WORLD DEPLOYMENT SUCCESS OF AN AI-ENABLED HEART DISEASE DETECTION PLATFORM: A CASE STUDY
V Rodriguez, C Hitchcock, C Currie, R McDonough, J Prince, E Lastowski, ...
Journal of the American College of Cardiology 83 (13_Supplement), 2679-2679, 2024
2024
Real World Evaluation of an Artificial Intelligence Enabled Digital Stethoscope for Detecting Undiagnosed Valvular Heart Disease in Primary Care
MA Rancier, I Israel, V Monickam, J Prince, B Verschoore, C Currie
Circulation 148 (Suppl_1), A13244-A13244, 2023
2023
Deep Learning Algorithms to Detect Murmurs Associated With Structural Heart Disease
J Prince, J Maidens, S Kieu, C Currie, D Barbosa, C Hitchcock, A Saltman, ...
Journal of the American Heart Association 12 (20), e030377, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–20