AIMC Topic: Health Information Exchange
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Feasibility of 30-day hospital readmission prediction modeling based on health information exchange data.
International journal of medical informatics
Sep 14, 2015
INTRODUCTION: Unplanned 30-day hospital readmission account for roughly $17 billion in annual Medicare spending. Many factors contribute to unplanned hospital readmissions and multiple models have been developed over the years to predict them. Most r...
Using ontologies to improve semantic interoperability in health data.
Journal of innovation in health informatics
Jul 10, 2015
The present-day health data ecosystem comprises a wide array of complex heterogeneous data sources. A wide range of clinical, health care, social and other clinically relevant information are stored in these data sources. These data exist either as s...
In this issue: Ontologies a key concept in informatics and key for open definitions of cases, exposures, and outcome measures.
Journal of innovation in health informatics
Jul 10, 2015
Understanding user intents in online health forums.
IEEE journal of biomedical and health informatics
Mar 24, 2015
Online health forums provide a convenient way for patients to obtain medical information and connect with physicians and peers outside of clinical settings. However, large quantities of unstructured and diversified content generated on these forums m...
An electronic medical record system with treatment recommendations based on patient similarity.
Journal of medical systems
Mar 12, 2015
As the core of health information technology (HIT), electronic medical record (EMR) systems have been changing to meet health care demands. To construct a new-generation EMR system framework with the capability of self-learning and real-time feedback...
Accounting for data variability in multi-institutional distributed deep learning for medical imaging.
Journal of the American Medical Informatics Association : JAMIA
May 1, 2020
OBJECTIVES: Sharing patient data across institutions to train generalizable deep learning models is challenging due to regulatory and technical hurdles. Distributed learning, where model weights are shared instead of patient data, presents an attract...
Data Acquisition, Curation, and Use for a Continuously Learning Health System.
JAMA
Oct 25, 2016
Automated Transformation of openEHR Data Instances to OWL.
Studies in health technology and informatics
Jan 1, 2016
Standard-based integration and semantic enrichment of clinical data originating from electronic medical records has shown to be critical to enable secondary use. To facilitate the utilization of semantic technologies on clinical data, we introduce a ...
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