Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study. - Milad Sikaroudi; Amir Safarpoor; Benyamin Ghojogh; Sobhan Shafiei; Mark Crowley 001; Hamid R. Tizhoosh (EMBC, 2020)

Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. - Benyamin Ghojogh; Milad Sikaroudi; Hamid R. Tizhoosh; Fakhri Karray; Mark Crowley 001 (ICIAR (2), 2020)

Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. - Milad Sikaroudi; Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001; Hamid R. Tizhoosh (ICPR, 2020)

Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. - Benyamin Ghojogh; Milad Sikaroudi; Sobhan Shafiei; Hamid R. Tizhoosh; Fakhri Karray; Mark Crowley 001 (IJCNN, 2020)

Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. - Milad Sikaroudi; Benyamin Ghojogh; Amir Safarpoor; Fakhri Karray; Mark Crowley 001; Hamid R. Tizhoosh (ISVC (1), 2020)

Magnification Generalization For Histopathology Image Embedding. - Milad Sikaroudi; Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001; Hamid R. Tizhoosh (ISBI, 2021)

Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides. - Abtin Riasatian; Morteza Babaie; Danial Maleki; Shivam Kalra; Mojtaba Valipour; Sobhan Hemati; Manit Zaveri; Amir Safarpoor; Sobhan Shafiei; Mehdi Afshari; Maral Rasoolijaberi; Milad Sikaroudi; et al. (Medical Image Anal., 2021)

Hospital-Agnostic Image Representation Learning in Digital Pathology. - Milad Sikaroudi; Shahryar Rahnamayan; Hamid R. Tizhoosh (EMBC, 2022)

Cluster Based Secure Multi-party Computation in Federated Learning for Histopathology Images. - Seyedeh Maryam Hosseini; Milad Sikaroudi; Morteza Babaie; Hamid R. Tizhoosh (DeCaF/FAIR@MICCAI, 2022)

ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals. - Milad Sikaroudi; Seyedeh Maryam Hosseini; Shahryar Rahnamayan; Hamid R. Tizhoosh (ICCV (Workshops), 2023)

Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning'. - Milad Sikaroudi; Mehdi Afshari; Abubakr Shafique; Shivam Kalra; Hamid R. Tizhoosh (CoRR, 2023)

Proportionally Fair Hospital Collaborations in Federated Learning of Histopathology Images. - Seyedeh Maryam Hosseini; Milad Sikaroudi; Morteza Babaie; Hamid R. Tizhoosh (IEEE Trans. Medical Imaging, 2023)