Jeffrey E. Olgin

14 papers A* 1Journal 13
YearRankTypeTitle / Venue / Authors
2023 J jnl
CathAI: fully automated coronary angiography interpretation and stenosis estimation.
npj Digit. Medicine
Robert Avram, Jeffrey E. Olgin, Zeeshan Ahmed, Louis Verreault-Julien, Alvin Wan, Joshua Barrios, Sean Abreau, Derek Wan, Joseph E. Gonzalez, Jean-Claude Tardif, Derek Y. So, Krishan Soni, Geoffrey H. Tison
2022 J jnl
Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables.
IEEE J. Biomed. Health Informatics
Li Zhu, Viswam Nathan, Jilong Kuang, Jacob Kim, Robert Avram, Jeffrey E. Olgin, Jun Alex Gao
2021 J jnl
CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks.
CoRR
Robert Avram, Jeffrey E. Olgin, Alvin Wan, Zeeshan Ahmed, Louis Verreault-Julien, Sean Abreau, Derek Wan, Joseph E. Gonzalez, Derek Y. So, Krishan Soni, Geoffrey H. Tison
2021 J jnl
Identifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy(HCM-VAr-Risk Model).
CoRR
Moumita Bhattacharya, Dai-Yin Lu, Shibani M. Kudchadkar, Gabriela Villarreal Greenland, Prasanth Lingamaneni, Celia P. Corona-Villalobos, Yufan Guan, Joseph E. Marine, Jeffrey E. Olgin, Stefan L. Zimmerman, Theodore P. Abraham, Hagit Shatkay, Maria Roselle Abraham
2021 J jnl
Machine Learning Methods for Identifying Atrial Fibrillation Cases and Their Predictors in Patients With Hypertrophic Cardiomyopathy: The HCM-AF-Risk Model.
CoRR
Moumita Bhattacharya, Dai-Yin Lu, Ioannis Ventoulis, Gabriela V. Greenland, Hulya Yalcin, Yufan Guan, Joseph E. Marine, Jeffrey E. Olgin, Stefan L. Zimmerman, Theodore P. Abraham, M. Roselle Abraham, Hagit Shatkay
2021 J jnl
Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior.
npj Digit. Medicine
Kirstin Aschbacher, Christian S. Hendershot, Geoffrey H. Tison, Judith A. Hahn, Robert Avram, Jeffrey E. Olgin, Gregory M. Marcus
2021 J jnl
Towards Early Detection and Burden Estimation of Atrial Fibrillation in an Ambulatory Free-living Environment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Hanbin Zhang, Li Zhu, Viswam Nathan, Jilong Kuang, Jacob Kim, Jun Alex Gao, Jeffrey E. Olgin
2020 J jnl
EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies.
Sensors
Yihang Jiang, Yuankai Qi, Will Ke Wang, Brinnae Bent, Robert Avram, Jeffrey E. Olgin, Jessilyn Dunn
2019 J jnl
Real-world heart rate norms in the Health eHeart study.
npj Digit. Medicine
Robert Avram, Geoffrey H. Tison, Kirstin Aschbacher, Peter Kuhar, Eric Vittinghoff, Michael Butzner, Ryan Runge, Nancy Wu, Mark J. Pletcher, Gregory M. Marcus, Jeffrey E. Olgin
2018 A* conf
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction.
AAAI
Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher
2018 J jnl
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction.
CoRR
Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher
2018 J jnl
Identifying heart failure using EMR-based algorithms.
Int. J. Medical Informatics
Geoffrey H. Tison, Alanna M. Chamberlain, Mark J. Pletcher, Shannon M. Dunlay, Susan A. Weston, Jill M. Killian, Jeffrey E. Olgin, Véronique L. Roger
2018 J jnl
Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification.
CoRR
J. Weston Hughes, Taylor Sittler, Anthony D. Joseph, Jeffrey E. Olgin, Joseph E. Gonzalez, Geoffrey H. Tison
1999 J jnl
A high-temporal resolution algorithm for quantifying organization during atrial fibrillation.
IEEE Trans. Biomed. Eng.
Haris J. Sih, Douglas P. Zipes, Edward J. Berbari, Jeffrey E. Olgin