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2020 – today
- 2025
[i9]Phuc Nguyen, Miao Li, Alexandra Morgan, Rima Arnaout, Ramy Arnaout:
Grade Inflation in Generative Models. CoRR abs/2501.00664 (2025)- [i8]Josiah Couch
, Miao Li, Rima Arnaout, Ramy Arnaout:
X-Factor: Quality Is a Dataset-Intrinsic Property. CoRR abs/2505.22813 (2025) - [i7]Miao Li, Phuc Nguyen, Christopher Tam, Alexandra Morgan, Kenneth Ge, Rahul Bansal, Linzi Yu, Rima Arnaout, Ramy Arnaout:
GEM-T: Generative Tabular Data via Fitting Moments. CoRR abs/2509.17752 (2025) - 2024
- [i6]Josiah Couch, Rima Arnaout, Ramy Arnaout:
Beyond Size and Class Balance: Alpha as a New Dataset Quality Metric for Deep Learning. CoRR abs/2407.15724 (2024) - 2023
- [j3]Erin Chinn, Rohit Arora, Ramy Arnaout, Rima Arnaout:
ENRICHing medical imaging training sets enables more efficient machine learning. J. Am. Medical Informatics Assoc. 30(6): 1079-1090 (2023) - [i5]Danielle L. Ferreira, Rima Arnaout:
Are foundation models efficient for medical image segmentation? CoRR abs/2311.04847 (2023) - 2022
- [i4]Chinmayee Athalye, Rima Arnaout:
Domain-guided data augmentation for deep learning on medical imaging. CoRR abs/2210.04977 (2022) - [i3]Danielle L. Ferreira, Zaynaf Salaymang, Rima Arnaout:
Label-free segmentation from cardiac ultrasound using self-supervised learning. CoRR abs/2210.04979 (2022) - 2020
- [j2]Sujay Kakarmath, Andre Esteva, Rima Arnaout, Hugh Harvey, Santosh Kumar, Evan D. Muse, Feng Dong, Leia Wedlund, Joseph C. Kvedar:
Best practices for authors of healthcare-related artificial intelligence manuscripts. npj Digit. Medicine 3 (2020)
2010 – 2019
- 2018
- [j1]Ali Madani, Ramy Arnaout, Mohammad R. K. Mofrad, Rima Arnaout:
Fast and accurate view classification of echocardiograms using deep learning. npj Digit. Medicine 1 (2018) - [i2]Rima Arnaout, Lara Curran, Erin Chinn, Yili Zhao, Anita Moon-Grady:
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions. CoRR abs/1809.06993 (2018) - 2017
- [i1]Ali Madani, Ramy Arnaout, Mohammad R. K. Mofrad, Rima Arnaout:
Fast and accurate classification of echocardiograms using deep learning. CoRR abs/1706.08658 (2017)
Coauthor Index
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