10 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 2 cited
Predicting multiple sclerosis disease severity with multimodal deep neural networks
Kai Zhang, John A. Lincoln, Xiaoqian Jiang +2
Multiple Sclerosis (MS) is a chronic disease developed in human brain and spinal cord, which can cause permanent damage or deterioration of the nerves. The severity of MS disease i…
cs.CL2021★ 10 cited
Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data
Yuqi Si, Elmer V Bernstam, Kirk Roberts
The paradigm of representation learning through transfer learning has the potential to greatly enhance clinical natural language processing. In this work, we propose a multi-task p…
q-bio.QM2019
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes
Surabhi Datta, Elmer V Bernstam, Kirk Roberts
Objective: There is a lot of information about cancer in Electronic Health Record (EHR) notes that can be useful for biomedical research provided natural language processing (NLP)…