Computational integration of renal histology and urinary proteomics using neural networks. - Nicholas J. Lucarelli; Donghwan Yun; Dohyun Han; Brandon Ginley; Kyung Chul Moon; Avi Rosenberg; John Tomaszewski 001; Seung Seok Han; Pinaki Sarder (Digital and Computational Pathology, 2022)

Automated reference kidney histomorphometry using a panoptic segmentation neural network correlates to patient demographics and creatinine. - Brandon Ginley; Nicholas J. Lucarelli; Jarcy Zee; Sanjay Jain 006; Seung Seok Han; Luis Rodrigues; Michelle L. Wong; Kuang-Yu Jen; Pinaki Sarder (Digital and Computational Pathology, 2023)

Spatially aware transformer networks for contextual prediction of diabetic nephropathy progression from whole slide images. - Benjamin Shickel; Nicholas J. Lucarelli; Adish Rao; Donghwan Yun; Kyung Chul Moon; Seung Seok Han; Pinaki Sarder (Digital and Computational Pathology, 2023)

Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture. - Donghwan Yun; Hyun-Lim Yang; Soonil Kwon; So-Ryoung Lee; Kyungju Kim; Kwangsoo Kim; Hyung-Chul Lee; Chul-Woo Jung; Yon Su Kim; Seung Seok Han (J. Am. Medical Informatics Assoc., 2023)