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Darshana Govind
Darshana Govind
Other namesFnu Darshana Govind
Data scientist, PhD
Verified email at buffalo.edu
Title
Cited by
Cited by
Year
An integrated iterative annotation technique for easing neural network training in medical image analysis
B Lutnick, B Ginley, D Govind, SD McGarry, PS LaViolette, R Yacoub, ...
Nature machine intelligence 1 (2), 112-119, 2019
1252019
Improving the accuracy of gastrointestinal neuroendocrine tumor grading with deep learning
D Govind, KY Jen, K Matsukuma, G Gao, KA Olson, D Gui, GE Wilding, ...
Scientific reports 10 (1), 11064, 2020
342020
PodoSighter: a cloud-based tool for label-free podocyte detection in kidney whole-slide images
D Govind, JU Becker, J Miecznikowski, AZ Rosenberg, J Dang, ...
Journal of the American Society of Nephrology 32 (11), 2795-2813, 2021
252021
Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter
D Govind, B Ginley, B Lutnick, JE Tomaszewski, P Sarder
Medical Imaging 2018: Digital Pathology 10581, 297-303, 2018
192018
PodoCount: a robust, fully automated, whole-slide podocyte quantification tool
BA Santo, D Govind, P Daneshpajouhnejad, X Yang, XX Wang, ...
Kidney International Reports 7 (6), 1377-1392, 2022
122022
Automated erythrocyte detection and classification from whole slide images
D Govind, B Lutnick, JE Tomaszewski, P Sarder
Journal of Medical Imaging 5 (2), 027501-027501, 2018
82018
In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology
KY Jen, LK Murali, B Lutnick, B Ginley, D Govind, H Mori, G Gao, P Sarder
Medical Imaging 2021: Digital Pathology 11603, 294-301, 2021
62021
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis
B Lutnick, B Ginley, D Govind, SD McGarry, PS LaViolette, R Yacoub, ...
arXiv preprint arXiv:1812.07509, 2018
62018
Automated detection and quantification of Wilms’ Tumor 1-positive cells in murine diabetic kidney disease
D Govind, BA Santo, B Ginley, R Yacoub, AZ Rosenberg, KY Jen, ...
Medical Imaging 2021: Digital Pathology 11603, 76-82, 2021
52021
Predicting the visual attention of pathologists evaluating whole slide images of cancer
S Chakraborty, R Gupta, K Ma, D Govind, P Sarder, WT Choi, W Mahmud, ...
International Workshop on Medical Optical Imaging and Virtual Microscopy …, 2022
32022
Integrating image analysis with single cell RNA-seq data to study podocyte-specific changes in diabetic kidney disease
D Govind, S Meamardoost, R Yacoub, R Gunawan, JE Tomaszewski, ...
Medical Imaging 2022: Digital and Computational Pathology 12039, 160-166, 2022
12022
A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy
AK Shashiprakash, B Lutnick, B Ginley, D Govind, N Lucarelli, KY Jen, ...
Medical Imaging 2021: Digital Pathology 11603, 208-213, 2021
12021
Artificial intelligence (AI)-based multimodal framework predicts androgen-deprivation therapy (ADT) outcomes in non-metastatic castration resistant prostate cancer (nmCRPC …
P Mobadersany, J Lucas, D Govind, C Aguilar-Bonavides, S McCarthy, ...
Cancer Research 82 (12_Supplement), 5053-5053, 2022
2022
Integrating Image Analysis with Omics Data to Study Podocyte-Specific Changes in Renal Diseases
D Govind
State University of New York at Buffalo, 2022
2022
Deep learning-based automated hot-spot detection and tumor grading in human gastrointestinal neuroendocrine tumor
D Govind, KY Jen, P Sarder
Medical Imaging 2020: Digital Pathology 11320, 156-162, 2020
2020
SKIE: An Automated Approach to Quantitation of Ki-67 Index From Human Gastrointestinal Neuroendocrine Tumor
D Govind, KY Jen, K Matsukuma, G Gao, K Olson, D Gui, P Sarder
PANCREAS 49 (3), 469-469, 2020
2020
Deep Learning-Based Tool for Automated Gastrointestinal Neuroendocrine Tumor Detection and Grading
D Govind, KY Jen, P Sarder
LABORATORY INVESTIGATION 100 (SUPPL 1), 673-674, 2020
2020
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