Kuang-Yu Jen

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 10

Top Topics

Diabetes Mellitus

Neural Network Training

Graphical Models

Top Venues

Medical Imaging: Digital Pathology

Nat. Mach. Intell.

Publications

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)