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Sobhan Hemati
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Fine-tuning and training of densenet for histopathology image representation using tcga diagnostic slides
A Riasatian, M Babaie, D Maleki, S Kalra, M Valipour, S Hemati, M Zaveri, ...
Medical image analysis 70, 102032, 2021
1202021
A self-supervised contrastive learning approach for whole slide image representation in digital pathology
PA Fashi, S Hemati, M Babaie, R Gonzalez, HR Tizhoosh
Journal of Pathology Informatics 13, 100133, 2022
192022
CNN and deep sets for end-to-end whole slide image representation learning
S Hemati, S Kalra, C Meaney, M Babaie, A Ghodsi, H Tizhoosh
Medical Imaging with Deep Learning, 301-311, 2021
182021
Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs
MH Mehdizavareh, S Hemati, H Soltanian-Zadeh
PLoS One 15 (1), e0226048, 2020
122020
Multi-magnification image search in digital pathology
M Rasoolijaberi, M Babaei, A Riasatian, S Hemati, P Ashrafi, R Gonzalez, ...
IEEE Journal of Biomedical and Health Informatics 26 (9), 4611-4622, 2022
102022
Pay attention with focus: A novel learning scheme for classification of whole slide images
S Kalra, M Adnan, S Hemati, T Dehkharghanian, S Rahnamayan, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
92021
When is a Foundation Model a Foundation Model
S Alfasly, P Nejat, S Hemati, J Khan, I Lahr, A Alsaafin, A Shafique, ...
arXiv preprint arXiv:2309.11510, 2023
52023
Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search
S Hemati, S Kalra, M Babaie, HR Tizhoosh
Computers in Biology and Medicine 162, 107026, 2023
52023
A non-alternating graph hashing algorithm for large-scale image search
S Hemati, MH Mehdizavareh, S Chenouri, HR Tizhoosh
Computer Vision and Image Understanding 219, 103415, 2022
52022
Distinct functional network connectivity for abstract and concrete mental imagery
S Hemati, GA Hossein-Zadeh
Frontiers in Human Neuroscience 12, 515, 2018
52018
Understanding hessian alignment for domain generalization
S Hemati, G Zhang, A Estiri, X Chen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
42023
Kimia-5mag–a Dataset for Learning the Magnification in Histopathology Images
M Zaveri, S Hemati, S Shah, S Damskinos, HR Tizhoosh
2020 IEEE 32nd International Conference on Tools with Artificial …, 2020
42020
ELLIPSE PERIMETER ESTIMATION USING NON-PARAMETRIC REGRESSION OF RBF NEURAL NETWORK BASED ON ELLIPTIC INTEGRAL OF THE SECOND TYPE
S Hemati, P Beiranvand, M Sharafi
Investigación Operacional 39 (4), 639-647, 2018
4*2018
Foundation models for histopathology—fanfare or flair
S Alfasly, P Nejat, S Hemati, J Khan, I Lahr, A Alsaafin, A Shafique, ...
Mayo Clinic Proceedings: Digital Health 2 (1), 165-174, 2024
32024
Analysis and Validation of Image Search Engines in Histopathology
I Lahr, S Alfasly, P Nejat, J Khan, L Kottom, V Kumbhar, A Alsaafin, ...
arXiv preprint arXiv:2401.03271, 2024
12024
Cross domain generative augmentation: Domain generalization with latent diffusion models
S Hemati, M Beitollahi, AH Estiri, BA Omari, X Chen, G Zhang
arXiv preprint arXiv:2312.05387, 2023
12023
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing
S Hemati, HR Tizhoosh
Pattern Recognition Letters 153, 44-50, 2022
12022
DFML: Decentralized Federated Mutual Learning
YH Khalil, AH Estiri, M Beitollahi, N Asadi, S Hemati, X Li, G Zhang, ...
arXiv preprint arXiv:2402.01863, 2024
2024
Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
M Beitollahi, A Bie, S Hemati, LM Brunswic, X Li, X Chen, G Zhang
arXiv preprint arXiv:2402.01862, 2024
2024
Mathematical Challenges in Deep Learning
VP Nia, G Zhang, I Kobyzev, MR Metel, X Li, K Sun, S Hemati, ...
arXiv preprint arXiv:2303.15464, 2023
2023
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