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 (CVPR Workshops, 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)

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)

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)

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 (CVPR Workshops, 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)

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)

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)

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; et al. (COMPAY@MICCAI, 2024)