Knowledge Center

Leveraging Deep Learning for Designing Healthcare Analytics Heuristic for Diagnostics

2 years ago

Article by Sarah Shafqat, et al. [full author details at the end of the article] Abstract Healthcare Informatics is a phenomenon being talked about from the early 21st century in…

Automating Electronic Health Record Data Quality Assessment

Research

2 years ago

Article by Obinwa Ozonze · Philip J. Scott · Adrian A. Hopgood Abstract Information systems such as Electronic Health Record (EHR) systems are susceptible to data quality (DQ) issues. Given…

How to keep text private? A systematic review of deep learning methods for privacy‐preserving natural language processing

Research

2 years ago

By Samuel Sousa · Roman Kern Abstract Deep learning (DL) models for natural language processing (NLP) tasks often handle pri- vate data, demanding protection against breaches and disclosures. Data protection…

Privacy in electronic health records: a systematic mapping study

Research

2 years ago

By Rodrigo Tertulino · Nuno Antunes · Higor Morais Abstract Main: Electronic health record (EHR) applications are digital versions of paper-based patient health information. Traditionally, medical records are made on…

Interoperability of heterogeneous health information systems: a systematic literature review

Research

2 years ago

Article by by Amir Torab‐Miandoab, Taha Samad‐Soltani, Ahmadreza Jodati and Peyman Rezaei‐Hachesu Abstract Background: The lack of interoperability between health information systems reduces the quality of care provided to patients…