Darshana Govind

According to our database, Darshana Govind authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

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, Philip S. Murphy, Terence Rooney, Elizabeth Hsia, Anna Beutler, Robert L. Janiczek, Stephen S. F. Yip, Kristopher Standish

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

2022

Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer.

Souradeep Chakraborty, Rajarsi Gupta, Ke Ma, Darshana Govind, Pinaki Sarder, Won-Tak Choi, Waqas Mahmud, Eric Yee, Felicia Allard, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras

Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

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, John E. Tomaszewski, David Manthey, Pinaki Sarder

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 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

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

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

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

2020

Deep learning-based automated hot-spot detection and tumor grading in human gastrointestinal neuroendocrine tumor.

Darshana Govind, Kuang-Yu Jen, Pinaki Sarder

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019

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, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder

Nat. Mach. Intell., 2019

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, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder

CoRR, 2018

Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter.

Darshana Govind, Brandon Ginley, Brendon Lutnick, John E. Tomaszewski, Pinaki Sarder

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018