Kuang-Yu Jen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Graphical Models

Automated Detection

Neural Network Training

Top Venues

Medical Imaging: Digital Pathology

Nat. Mach. Intell.

PeerJ Comput. Sci.

Publications

Tiancheng Yang, Ilia Sucholutsky, Kuang-Yu Jen, Matthias Schonlau
exKidneyBERT: a language model for kidney transplant pathology reports and the crucial role of extended vocabularies. PeerJ Comput. Sci. 10 (2024)
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
A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy. Medical Imaging: Digital Pathology (2021)
Kuang-Yu Jen, Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, Darshana Govind, Hidetoshi Mori, Guofeng Gao, Pinaki Sarder
In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology. Medical Imaging: Digital Pathology (2021)
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
Automated detection and quantification of Wilms' Tumor 1-positive cells in murine diabetic kidney disease. Medical Imaging: Digital Pathology (2021)
Darshana Govind, Kuang-Yu Jen, Pinaki Sarder
Deep learning-based automated hot-spot detection and tumor grading in human gastrointestinal neuroendocrine tumor. Medical Imaging: Digital Pathology (2020)
Brendon Lutnick, Brandon Ginley, Kuang-Yu Jen, Wen Dong, Pinaki Sarder
Generative modeling for label-free glomerular modeling and classification. Medical Imaging: Digital Pathology (2020)
Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Giovanni Maria Rossi, Sanjay Jain, Pinaki Sarder
Fully automated classification of glomerular lesions in lupus nephritis. Medical Imaging: Digital Pathology (2020)
Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes B. Fogo, Pinaki Sarder
Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies. CoRR (2020)
Samuel Border, Kuang-Yu Jen, Washington L. C. dos-Santos, John Tomaszewski, Pinaki Sarder
Probabilistic modelling of diabetic nephropathy progression. Medical Imaging: Digital Pathology (2020)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
An integrated iterative annotation technique for easing neural network training in medical image analysis. Nat. Mach. Intell. 1 (2) (2019)
Aurijoy Majumdar, Kuang-Yu Jen, Sanjay Jain, John E. Tomaszewski, Pinaki Sarder
Examining structural patterns and causality in diabetic nephropathy using inter-glomerular distance and Bayesian graphical models. Medical Imaging: Digital Pathology (2019)
Brandon G. Ginley, John E. Tomaszewski, Kuang-Yu Jen, Agnes B. Fogo, Sanjay Jain, Pinaki Sarder
Computational analysis of the structural progression of human glomeruli in diabetic nephropathy. Medical Imaging: Digital Pathology (2018)
Brendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John E. Tomaszewski, Sanjay Jain, Pinaki Sarder
Deep variational auto-encoders for unsupervised glomerular classification. Medical Imaging: Digital Pathology (2018)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. CoRR (2018)