55 citations · 96 across the 3 of their papers we have counts for
4 papers
Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification
Youngwoo Kim, Cheng Li, Bingyang Ye +2
ICD coding is the international standard for capturing and reporting health conditions and diagnosis for revenue cycle management in healthcare. Manually assigning ICD codes is pro…
An Ensemble Approach for Automatic Structuring of Radiology Reports
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye +3
Automatic structuring of electronic medical records is of high demand for clinical workflow solutions to facilitate extraction, storage, and querying of patient care information. H…
Clinical Concept Extraction with Contextual Word Embedding
Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi
Automatic extraction of clinical concepts is an essential step for turning the unstructured data within a clinical note into structured and actionable information. In this work, we…
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning
Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher +11
Importance: Lung cancer is the leading cause of cancer mortality in the US, responsible for more deaths than breast, prostate, colon and pancreas cancer combined and it has been re…