Robert Avram

According to our database, Robert Avram authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

Evaluation of stenoses using AI video models applied to coronary angiography.

Élodie Labrecque Langlais, Denis Corbin, Olivier Tastet, Ahmad Hayek, Gemina Doolub, Sebastián Mrad, Jean-Claude Tardif, Jean-François Tanguay, Guillaume Marquis-Gravel, Geoffrey H. Tison, Samuel Kadoury, William Le, Richard Gallo, Frederic Lesage, Robert Avram

npj Digit. Medicine, 2024

Enhancing chest X-ray diagnosis with text-to-image generation: A data augmentation case study.

Mourad Bahani, Aziza El-Ouaazizi, Robert Avram, Khalil Maalmi

Displays, 2024

2023

CathAI: fully automated coronary angiography interpretation and stenosis estimation.

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

npj Digit. Medicine, 2023

PrivECG: generating private ECG for end-to-end anonymization.

Alexis Nolin-Lapalme, Robert Avram, Hussin Julie

Proceedings of the Machine Learning for Healthcare Conference, 2023

2022

Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables.

Li Zhu, Viswam Nathan, Jilong Kuang, Jacob Kim, Robert Avram, Jeffrey E. Olgin, Jun Alex Gao

IEEE J. Biomed. Health Informatics, 2022

2021

Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior.

Kirstin Aschbacher, Christian S. Hendershot, Geoffrey H. Tison, Judith A. Hahn, Robert Avram, Jeffrey E. Olgin, Gregory M. Marcus

npj Digit. Medicine, 2021

CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks.

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

CoRR, 2021

2020

EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies.

Yihang Jiang, Yuankai Qi, Will Ke Wang, Brinnae Bent, Robert Avram, Jeffrey E. Olgin, Jessilyn Dunn

Sensors, 2020

2019

Real-world heart rate norms in the Health eHeart study.

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

npj Digit. Medicine, 2019