Computational segmentation and classification of diabetic glomerulosclerosis B Ginley, B Lutnick, KY Jen, AB Fogo, S Jain, A Rosenberg, V Walavalkar, ... Journal of the American Society of Nephrology 30 (10), 1953-1967, 2019 | 207 | 2019 |
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 | 147 | 2019 |
Cadherin-11, Sparc-related modular calcium binding protein-2, and Pigment epithelium-derived factor are promising non-invasive biomarkers of kidney fibrosis IM Schmidt, MR Colona, BR Kestenbaum, LG Alexopoulos, R Palsson, ... Kidney international 100 (3), 672-683, 2021 | 36 | 2021 |
A user-friendly tool for cloud-based whole slide image segmentation with examples from renal histopathology B Lutnick, D Manthey, JU Becker, B Ginley, K Moos, JE Zuckerman, ... Communications medicine 2 (1), 105, 2022 | 32 | 2022 |
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 | 30 | 2021 |
Computational detection and quantification of human and mouse neutrophil extracellular traps in flow cytometry and confocal microscopy BG Ginley, T Emmons, B Lutnick, CF Urban, BH Segal, P Sarder Scientific reports 7 (1), 17755, 2017 | 28 | 2017 |
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 | 21 | 2018 |
Generative modeling for renal microanatomy LK Murali, B Lutnick, B Ginley, JE Tomaszewski, P Sarder Medical Imaging 2020: Digital Pathology 11320, 99-108, 2020 | 18 | 2020 |
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 | 11 | 2018 |
Histo-fetch–On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training B Lutnick, LK Murali, B Ginley, AZ Rosenberg, P Sarder Journal of Pathology Informatics 13, 100169, 2022 | 9 | 2022 |
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 | 7 | 2021 |
A tool for user friendly, cloud based, whole slide image segmentation B Lutnick, D Manthey, P Sarder arXiv preprint arXiv:2101.07222, 2021 | 7 | 2021 |
Generative modeling for label-free glomerular modeling and classification B Lutnick, B Ginley, KY Jen, W Dong, P Sarder Medical Imaging 2020: Digital Pathology 11320, 35-40, 2020 | 7 | 2020 |
A tool for federated training of segmentation models on whole slide images B Lutnick, D Manthey, JU Becker, JE Zuckerman, L Rodrigues, KY Jen, ... Journal of Pathology Informatics 13, 100101, 2022 | 6 | 2022 |
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 | 6 | 2018 |
Accelerating pharmaceutical R&D with a user-friendly AI system for histopathology image analysis B Lutnick, AJ Ramon, B Ginley, C Csiszer, A Kim, I Flament, ... Journal of Pathology Informatics 14, 100337, 2023 | 4 | 2023 |
User friendly, cloud based, whole slide image segmentation B Lutnick, AK Shashiprakash, D Manthey, P Sarder Medical Imaging 2021: Digital Pathology 11603, 109-114, 2021 | 4 | 2021 |
Deep variational auto-encoders for unsupervised glomerular classification B Lutnick, R Yacoub, KY Jen, JE Tomaszewski, S Jain, P Sarder Medical Imaging 2018: Digital Pathology 10581, 88-94, 2018 | 3 | 2018 |
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 | 2 | 2021 |
Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology B Lutnick, JE Tomaszewski, P Sarder Medical Imaging 2017: Digital Pathology 10140, 118-124, 2017 | 2 | 2017 |