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Sana Ayromlou
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Class Impression for Data-Free Incremental Learning
S Ayromlou, P Abolmaesumi, T Tsang, X Li
International Conference on Medical Image Computing and Computer-Assisted …, 2022
62022
SVG-Net: An SVG-based Trajectory Prediction Model
M Bahari, V Zehtab, S Khorasani, S Ayromlou, S Saadatnejad, A Alahi
arXiv preprint arXiv:2110.03706, 2021
62021
Federated impression for learning with distributed heterogeneous data
A Arya, S Ayromlou, A Saadat, P Abolmaesumi, X Li
International Conference on Medical Image Computing and Computer-Assisted …, 2024
2*2024
CCSI: Continual Class-Specific Impression for data-free class incremental learning
S Ayromlou, T Tsang, P Abolmaesumi, X Li
Medical Image Analysis, 103239, 2024
22024
Can Generative Models Improve Self-Supervised Representation Learning?
S Ayromlou, A Afkanpour, VR Khazaie, F Forghani
arXiv preprint arXiv:2403.05966, 2024
2*2024
Segmenting Cardiac Ultrasound Videos Using Self-Supervised Learning
E Lamoureux, S Ayromlou, SNA Amiri, H Rhodin
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
22023
Incremental learning and federated learning for heterogeneous medical image analysis
S Ayromlou
University of British Columbia, 2023
12023
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
R Shirkavand, S Ayromlou, S Farghadani, M Tahaei, F Pourakpour, ...
arXiv preprint arXiv:2103.10056, 2021
12021
A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets
F Tavakoli, DB Emerson, S Ayromlou, JT Jewell, A Krishnan, Y Zhang, ...
Machine Learning for Healthcare Conference, 2024
2024
A Transformer-based video analysis framework for Estimating Ejection Fraction from Echocardiograms
SNA Amiri, S Ayromlou, Z Gholami, MMK Esfeh
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Artículos 1–10