Shima Nofallah

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
PLUTO-4: Frontier Pathology Foundation Models.
CoRR
Harshith Padigela, Shima Nofallah, Atchuth Naveen Chilaparasetti, Ryun Han, Andrew Walker, Judy Shen, Chintan Shah, Blake Martin, Aashish Sood, Elliot Miller, Ben Glass, Andy Beck, Harsha Pokkalla, Syed Ashar Javed
2024 — conf
ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology.
COMPAY@MICCAI
Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Limin Yu, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner
2023 J jnl
ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis.
CoRR
Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner
2022 J jnl
Automated analysis of whole slide digital skin biopsy images.
Frontiers Artif. Intell.
Shima Nofallah, Wenjun Wu, Kechun Liu, Fatemeh Ghezloo, Joann G. Elmore, Linda G. Shapiro
2022 — conf
Multi stain graph fusion for multimodal integration in pathology.
CVPR Workshops
Chaitanya Dwivedi, Shima Nofallah, Maryam Pouryahya, Janani Iyer, Kenneth Leidal, Chuhan Chung, Timothy Watkins, Andrew Billin, Robert Myers, John Abel, Ali Behrooz
2022 J jnl
Multi stain graph fusion for multimodal integration in pathology.
CoRR
Chaitanya Dwivedi, Shima Nofallah, Maryam Pouryahya, Janani Iyer, Kenneth Leidal, Chuhan Chung, Timothy Watkins, Andrew Billin, Robert Myers, John Abel, Ali Behrooz
2022 J jnl
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net.
J. Digit. Imaging
Shima Nofallah, Mojgan Mokhtari, Wenjun Wu, Sachin Mehta, Stevan Knezevich, Caitlin J. May, Oliver Chang, Annie C. Lee, Joann G. Elmore, Linda G. Shapiro
2021 J jnl
Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832].
Comput. Medical Imaging Graph.
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
2021 — conf
Learning Melanocytic Proliferation Segmentation in Histopathology Images From Imperfect Annotations.
CVPR Workshops
Kechun Liu, Mojgan Mokhtari, Beibin Li, Shima Nofallah, Caitlin J. May, Oliver Chang, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro
2021 J jnl
Machine learning techniques for mitoses classification.
Comput. Medical Imaging Graph.
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
2021 J jnl
Scale-Aware Transformers for Diagnosing Melanocytic Lesions.
IEEE Access
Wenjun Wu, Sachin Mehta, Shima Nofallah, Stevan Knezevich, Caitlin J. May, Oliver Chang, Joann G. Elmore, Linda G. Shapiro