Shima Nofallah

According to our database, Shima Nofallah authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology.

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

Proceedings of the MICCAI Workshop on Computational Pathology, 2024

2023

ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis.

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

CoRR, 2023

2022

Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net.

Shima Nofallah, Mojgan Mokhtari, Wenjun Wu, Sachin Mehta, Stevan Knezevich, Caitlin J. May, Oliver Chang, Annie C. Lee, Joann G. Elmore, Linda G. Shapiro

J. Digit. Imaging, 2022

Automated analysis of whole slide digital skin biopsy images.

Shima Nofallah, Wenjun Wu, Kechun Liu, Fatemeh Ghezloo, Joann G. Elmore, Linda G. Shapiro

Frontiers Artif. Intell., 2022

Multi stain graph fusion for multimodal integration in pathology.

Chaitanya Dwivedi, Shima Nofallah, Maryam Pouryahya, Janani Iyer, Kenneth Leidal, Chuhan Chung, Timothy Watkins, Andrew Billin, Robert Myers, John Abel, Ali Behrooz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832].

Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro

Comput. Medical Imaging Graph., 2021

Machine learning techniques for mitoses classification.

Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro

Comput. Medical Imaging Graph., 2021

Scale-Aware Transformers for Diagnosing Melanocytic Lesions.

Wenjun Wu, Sachin Mehta, Shima Nofallah, Stevan Knezevich, Caitlin J. May, Oliver Chang, Joann G. Elmore, Linda G. Shapiro

IEEE Access, 2021

Learning Melanocytic Proliferation Segmentation in Histopathology Images From Imperfect Annotations.

Kechun Liu, Mojgan Mokhtari, Beibin Li, Shima Nofallah, Caitlin J. May, Oliver Chang, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021