3 papers
cs.CL2018
The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool
Tsung-Ting Kuo, Jina Huh, Jihoon Kim +8
Objective. Annotation is expensive but essential for clinical note review and clinical natural language processing (cNLP). However, the extent to which computer-generated pre-annot…
cs.CR2018
Efficient Determination of Equivalence for Encrypted Data
Jason N. Doctor, Jaideep Vaidya, Xiaoqian Jiang +6
Secure computation of equivalence has fundamental application in many different areas, including healthcare. We study this problem in the context of matching an individual identity…
cs.CY2018
ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks
Tsung-Ting Kuo, Lucila Ohno-Machado
Cross-institutional healthcare predictive modeling can accelerate research and facilitate quality improvement initiatives, and thus is important for national healthcare delivery pr…