Milad Sikaroudi

21 papers B 2Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2023 — conf
ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals.
ICCV (Workshops)
Milad Sikaroudi, Seyedeh Maryam Hosseini, Shahryar Rahnamayan, Hamid R. Tizhoosh
2023 J jnl
ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals.
CoRR
Milad Sikaroudi, Seyedeh Maryam Hosseini, Shahryar Rahnamayan, Hamid R. Tizhoosh
2023 J jnl
Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning'.
CoRR
Milad Sikaroudi, Mehdi Afshari, Abubakr Shafique, Shivam Kalra, Hamid R. Tizhoosh
2023 J jnl
Proportionally Fair Hospital Collaborations in Federated Learning of Histopathology Images.
IEEE Trans. Medical Imaging
Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie, Hamid R. Tizhoosh
2022 J jnl
Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images.
CoRR
Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie, Hamid R. Tizhoosh
2022 — conf
Cluster Based Secure Multi-party Computation in Federated Learning for Histopathology Images.
DeCaF/FAIR@MICCAI
Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie, Hamid R. Tizhoosh
2022 — conf
Hospital-Agnostic Image Representation Learning in Digital Pathology.
EMBC
Milad Sikaroudi, Shahryar Rahnamayan, Hamid R. Tizhoosh
2022 J jnl
Hospital-Agnostic Image Representation Learning in Digital Pathology.
CoRR
Milad Sikaroudi, Shahryar Rahnamayan, Hamid R. Tizhoosh
2021 J jnl
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.
Medical Image Anal.
Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri, Amir Safarpoor, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi, Milad Sikaroudi, Mohd Adnan, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J. V. Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, Hamid R. Tizhoosh
2021 — conf
Magnification Generalization For Histopathology Image Embedding.
ISBI
Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2021 J jnl
Magnification Generalization for Histopathology Image Embedding.
CoRR
Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020 B conf
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem.
ICPR
Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020 J jnl
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem.
CoRR
Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020 B conf
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks.
IJCNN
Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020 J jnl
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks.
CoRR
Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020 — conf
Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches.
ISVC (1)
Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020 J jnl
Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches.
CoRR
Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020 — conf
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study.
EMBC
Milad Sikaroudi, Amir Safarpoor, Benyamin Ghojogh, Sobhan Shafiei, Mark Crowley, Hamid R. Tizhoosh
2020 J jnl
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study.
CoRR
Milad Sikaroudi, Amir Safarpoor, Benyamin Ghojogh, Sobhan Shafiei, Mark Crowley, Hamid R. Tizhoosh
2020 — conf
Weighted Fisher Discriminant Analysis in the Input and Feature Spaces.
ICIAR (2)
Benyamin Ghojogh, Milad Sikaroudi, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020 J jnl
Weighted Fisher Discriminant Analysis in the Input and Feature Spaces.
CoRR
Benyamin Ghojogh, Milad Sikaroudi, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley