Abstracts tagged "Deep neural network"

Abstract Number: 1374 • ACR Convergence 2021
A Deep Neural Network Classifier to Identify Inflammatory Systemic Sclerosis Patients from Histological Images
Yiwei Yuan¹, Robert Lafyatis², Johann Gudjonsson³, Dinesh Khanna⁴ and Michael Whitfield⁵, ¹Dartmouth College, Hanover, NH, ²University of Pittsburgh, Pittsburgh, PA, ³Department of Dermatology, University of Michigan, Ann Arbor, MI, ⁴University of Michigan, Ann Arbor, MI, ⁵Geisel School of Medicine, Lebanon, NH
Background/Purpose: Systemic sclerosis (SSc) patients can be divided into four molecular subsets (inflammatory, fibroproliferative, limited and normal-like) identifiable with gene expression in skin and peripheral…