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)

Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology. - Sai Chowdary Gullapally; Yibo Zhang; Nitin Kumar Mittal; Deeksha Kartik; Sandhya Srinivasan; Kevin Rose; Daniel Shenker; Dinkar Juyal; Harshith Padigela; Raymond Biju; Victor Minden; Chirag Maheshwari; et al. (CoRR, 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)

Improved statistical benchmarking of digital pathology models using pairwise frames evaluation. - Ylaine Gerardin; John Shamshoian; Judy Shen; Nhat Le; Jamie Prezioso; John Abel; Isaac Finberg; Daniel Borders; Raymond Biju; Michael Nercessian; Vaed Prasad; Joseph Lee; et al. (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)

SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology. - Dinkar Juyal; Siddhant Shingi; Syed Ashar Javed; Harshith Padigela; Chintan Shah; Anand Sampat; Archit Khosla; John Abel; Amaro Taylor-Weiner (WACV, 2024)

PLUTO: Pathology-Universal Transformer. - Dinkar Juyal; Harshith Padigela; Chintan Shah; Daniel Shenker; Natalia Harguindeguy; Yi Liu; Blake Martin; Yibo Zhang; Michael Nercessian; Miles Markey; Isaac Finberg; Kelsey Luu; et al. (CoRR, 2024)

Interpretability analysis on a pathology foundation model reveals biologically relevant embeddings across modalities. - Nhat Le; Ciyue Shen; Chintan Shah; Blake Martin; Daniel Shenker; Harshith Padigela; Jennifer A. Hipp; Sean Grullon; John Abel; Harsha Pokkalla; Dinkar Juyal (CoRR, 2024)