Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter. - Darshana Govind; Brandon Ginley; Brendon Lutnick; John Tomaszewski 001; Pinaki Sarder (Digital Pathology, 2018)

Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. - Brendon Lutnick; Brandon Ginley; Darshana Govind; Sean D. McGarry; Peter S. LaViolette; Rabi Yacoub; Sanjay Jain 006; John Tomaszewski 001; Kuang-Yu Jen; Pinaki Sarder (CoRR, 2018)

An integrated iterative annotation technique for easing neural network training in medical image analysis. - Brendon Lutnick; Brandon Ginley; Darshana Govind; Sean D. McGarry; Peter S. LaViolette; Rabi Yacoub; Sanjay Jain 006; John Tomaszewski 001; Kuang-Yu Jen; Pinaki Sarder (Nat. Mach. Intell., 2019)

Deep learning-based automated hot-spot detection and tumor grading in human gastrointestinal neuroendocrine tumor. - Darshana Govind; Kuang-Yu Jen; Pinaki Sarder (Digital Pathology, 2020)

Automated detection and quantification of Wilms' Tumor 1-positive cells in murine diabetic kidney disease. - Darshana Govind; Briana A. Santo; Brandon Ginley; Rabi Yacoub; Avi Z. Rosenberg; Kuang-Yu Jen; Vighnesh Walavalkar; Gregory E. Wilding; Amber M. Worral; Imtiaz Mohammad; Pinaki Sarder (Digital Pathology, 2021)

In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology. - Kuang-Yu Jen; Leema Krishna Murali; Brendon Lutnick; Brandon Ginley; Darshana Govind; Hidetoshi Mori; Guofeng Gao; Pinaki Sarder (Digital Pathology, 2021)

A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy. - Avinash Kammardi Shashiprakash; Brendon Lutnick; Brandon Ginley; Darshana Govind; Nicholas J. Lucarelli; Kuang-Yu Jen; Avi Z. Rosenberg; Anatoly Urisman; Vighnesh Walavalkar; Jonathan E. Zuckerman; Marco Delsante; Mei Lin Z. Bissonnette; et al. (Digital Pathology, 2021)

Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer. - Souradeep Chakraborty; Rajarsi Gupta 001; Ke Ma 005; Darshana Govind; Pinaki Sarder; Won-Tak Choi; Waqas Mahmud; Eric Yee; Felicia Allard; Beatrice Knudsen; Gregory J. Zelinsky; Joel H. Saltz; et al. (MOVI@MICCAI, 2022)

Integrating image analysis with single cell RNA-seq data to study podocyte-specific changes in diabetic kidney disease. - Darshana Govind; Saber Meamardoost; Rabi Yacoub; Rudiyanto Gunawan; John E. Tomaszewski; Pinaki Sarder (Digital and Computational Pathology, 2022)

Vision Transformer Model for Automated End-to-End Radiographic Assessment of Joint Damage in Psoriatic Arthritis. - Darshana Govind; Zijun Gao; Chaitanya Parmar; Kenneth Broos; Nicholas Fountoulakis; Lenore Noonan; Shinobu Yamamoto; Natalia Zemlianskaia; Craig S. Meyer; Emily Scherer; Michael Deman; Pablo F. Damasceno; et al. (MLMI@MICCAI (1), 2024)