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Jeffrey E. Olgin
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2020 – today
- 2023
- [j8]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:
CathAI: fully automated coronary angiography interpretation and stenosis estimation. npj Digit. Medicine 6 (2023) - 2022
- [j7]Li Zhu, Viswam Nathan, Jilong Kuang, Jacob Kim, Robert Avram, Jeffrey E. Olgin, Jun Alex Gao:
Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables. IEEE J. Biomed. Health Informatics 26(5): 2063-2074 (2022) - 2021
- [j6]Hanbin Zhang, Li Zhu, Viswam Nathan, Jilong Kuang, Jacob Kim, Jun Alex Gao, Jeffrey E. Olgin:
Towards Early Detection and Burden Estimation of Atrial Fibrillation in an Ambulatory Free-living Environment. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 86:1-86:19 (2021) - [j5]Kirstin Aschbacher, Christian S. Hendershot, Geoffrey H. Tison, Judith A. Hahn, Robert Avram, Jeffrey E. Olgin, Gregory M. Marcus:
Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior. npj Digit. Medicine 4 (2021) - [i5]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:
CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks. CoRR abs/2106.07708 (2021) - [i4]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:
Machine Learning Methods for Identifying Atrial Fibrillation Cases and Their Predictors in Patients With Hypertrophic Cardiomyopathy: The HCM-AF-Risk Model. CoRR abs/2109.09207 (2021) - [i3]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:
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 abs/2109.09210 (2021) - 2020
- [j4]Yihang Jiang, Yuankai Qi, Will Ke Wang, Brinnae Bent, Robert Avram, Jeffrey E. Olgin, Jessilyn Dunn:
EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies. Sensors 20(9): 2700 (2020)
2010 – 2019
- 2019
- [j3]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:
Real-world heart rate norms in the Health eHeart study. npj Digit. Medicine 2 (2019) - 2018
- [j2]Geoffrey H. Tison, Alanna M. Chamberlain, Mark J. Pletcher, Shannon M. Dunlay, Susan A. Weston, Jill M. Killian, Jeffrey E. Olgin, Véronique L. Roger:
Identifying heart failure using EMR-based algorithms. Int. J. Medical Informatics 120: 1-7 (2018) - [c1]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:
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction. AAAI 2018: 2079-2086 - [i2]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:
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction. CoRR abs/1802.02511 (2018) - [i1]J. Weston Hughes, Taylor Sittler, Anthony D. Joseph, Jeffrey E. Olgin, Joseph E. Gonzalez, Geoffrey H. Tison:
Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification. CoRR abs/1812.00497 (2018)
1990 – 1999
- 1999
- [j1]Haris J. Sih, Douglas P. Zipes, Edward J. Berbari, Jeffrey E. Olgin:
A high-temporal resolution algorithm for quantifying organization during atrial fibrillation. IEEE Trans. Biomed. Eng. 46(4): 440-450 (1999)
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