| 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 | 139 | 2021 |
| Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks B Ghojogh, M Sikaroudi, S Shafiei, HR Tizhoosh, F Karray, M Crowley IEEE International Joint Conference on Neural Networks (IJCNN) 2020, 2020 | 41 | 2020 |
| Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches M Sikaroudi, B Ghojogh, A Safarpoor, F Karray, M Crowley, HR Tizhoosh 15th International Symposium on Visual Computing (ISVC) 2020, 2020 | 27 | 2020 |
| Proportionally fair hospital collaborations in federated learning of histopathology images SM Hosseini, M Sikaroudi, M Babaie, HR Tizhoosh IEEE Transactions on Medical Imaging, 2023 | 24 | 2023 |
| Learning to predict RNA sequence expressions from whole slide images with applications for search and classification A Alsaafin, A Safarpoor, M Sikaroudi, JD Hipp, HR Tizhoosh Communications Biology 6 (1), 304, 2023 | 21 | 2023 |
| Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study M Sikaroudi, A Safarpoor, B Ghojogh, S Shafiei, M Crowley, HR Tizhoosh 42nd IEEE International Conference of the Engineering in Medicine and …, 2020 | 15 | 2020 |
| Generalization of vision pre-trained models for histopathology M Sikaroudi, M Hosseini, R Gonzalez, S Rahnamayan, HR Tizhoosh Scientific reports 13 (1), 6065, 2023 | 13 | 2023 |
| Hospital-Agnostic Image Representation Learning in Digital Pathology M Sikaroudi, S Rahnamayan, HR Tizhoosh 44th Annual International Conference of the IEEE Engineering in Medicine …, 2022 | 9 | 2022 |
| Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images SM Hosseini, M Sikaroudi, M Babaei, HR Tizhoosh Medical Image Computing and Computer Assisted Interventions ( MICCAI) DeCaf …, 2022 | 9 | 2022 |
| Magnification Generalization for Histopathology Image Embedding M Sikaroudi, B Ghojogh, F Karray, M Crowley, HR Tizhoosh 18th IEEE International Symposium on Biomedical Imaging, 2021 | 9 | 2021 |
| Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem M Sikaroudi, B Ghojogh, F Karray, M Crowley, HR Tizhoosh 25th IEEE International Conference on Pattern Recognition (ICPR) 2020, 2020 | 7 | 2020 |
| Comments on'Fast and scalable search of whole-slide images via self-supervised deep learning' M Sikaroudi, M Afshari, A Shafique, S Kalra, HR Tizhoosh arXiv preprint arXiv:2304.08297, 2023 | 6 | 2023 |
| Weighted Fisher Discriminant Analysis in the Input and Feature Spaces B Ghojogh, M Sikaroudi, HR Tizhoosh, F Karray, M Crowley 17th International Conference on Image Analysis and Recognition (ICIAR) 2020, 2020 | 1 | 2020 |
| Out-of-Distribution Generalization of Gigapixel Image Representation M Sikaroudi University of Waterloo, 2023 | | 2023 |
| ALFA-Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals M Sikaroudi, M Hosseini, S Rahnamayan, HR Tizhoosh Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | | 2023 |
| Model Agnostic Learning of Semantic Features M Sikaroudi | | |
H.R. TizhooshKIMIA Lab, Mayo ClinicE-mail confirmado em mayo.edu
