Robert Avram

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Fully Automated

Atrial Fibrillation

Image Generation

Top Venues

npj Digit. Medicine

Publications

Mourad Bahani, Aziza El-Ouaazizi, Robert Avram, Khalil Maalmi
Enhancing chest X-ray diagnosis with text-to-image generation: A data augmentation case study. Displays 83 (2024)
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
Evaluation of stenoses using AI video models applied to coronary angiography. npj Digit. Medicine 7 (1) (2024)
Alexis Nolin-Lapalme, Robert Avram, Hussin Julie
PrivECG: generating private ECG for end-to-end anonymization. MLHC (2023)
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)
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) (2022)
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)
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 (2021)
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) (2020)
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)