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)

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)

Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence. - Shivam Kalra; Hamid R. Tizhoosh; Sultaan Shah; Charles Choi; Savvas Damaskinos; Amir Safarpoor; Sobhan Shafiei; Morteza Babaie; Phedias Diamandis; Clinton J. V. Campbell; Liron Pantanowitz (npj Digit. Medicine, 2020)

Class-Agnostic Weighted Normalization of Staining in Histopathology Images Using a Spatially Constrained Mixture Model. - Sobhan Shafiei; Amir Safarpoor; Ahad Jamalizadeh; Hamid R. Tizhoosh (IEEE Trans. Medical Imaging, 2020)

Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings. - Sobhan Shafiei; Morteza Babaie; Shivam Kalra; Hamid R. Tizhoosh (CoRR, 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)

Geometric scale mixtures of normal distributions. - Deepak Prajapati; Sobhan Shafiei; Debasis Kundu; Ahad Jamalizadeh (J. Multivar. Anal., 2025)