AIMC Topic: Medical Record Linkage
Clear Filters Showing 11 to 20 of 36 articles
Toward a complete dataset of drug-drug interaction information from publicly available sources.
Journal of biomedical informatics
Apr 24, 2015
Although potential drug-drug interactions (PDDIs) are a significant source of preventable drug-related harm, there is currently no single complete source of PDDI information. In the current study, all publically available sources of PDDI information ...
DyKOSMap: A framework for mapping adaptation between biomedical knowledge organization systems.
Journal of biomedical informatics
Apr 15, 2015
BACKGROUND: Knowledge Organization Systems (KOS) and their associated mappings play a central role in several decision support systems. However, by virtue of knowledge evolution, KOS entities are modified over time, impacting mappings and potentially...
Building bridges across electronic health record systems through inferred phenotypic topics.
Journal of biomedical informatics
Apr 1, 2015
OBJECTIVE: Data in electronic health records (EHRs) is being increasingly leveraged for secondary uses, ranging from biomedical association studies to comparative effectiveness. To perform studies at scale and transfer knowledge from one institution ...
Recovering missing electronic health record mortality data with a machine learning-enhanced data linkage process.
Journal of the American Medical Informatics Association : JAMIA
Jun 1, 2025
OBJECTIVE: To develop a continual process for linking more comprehensive external mortality data to electronic health records (EHRs) for a large healthcare system, which can serve as a template for other healthcare systems.
Translating UMLS Concepts to Improve Medical Entity Linking in French: A SapBERT-Based Approach.
Studies in health technology and informatics
May 15, 2025
Medical Entity Linking (MEL) refers to the task of automatically detecting and codifying medical concepts, which is an important preprocessing step for exploiting unstructured medical reports. SapBERT is an efficient MEL method for the English langua...
Transforming Data from a Commercial Hospital Information System into FHIR.
Studies in health technology and informatics
May 15, 2025
The expanded use of hospital information systems in recent decades offers possibilities to use data collected in the clinical routine not only for individual patient care, but also for medical research. For this purpose, it is important use standardi...
From EHR to Machine Learning: A Preliminary Report on an Ingestion Pipeline Based on JSON-LD.
Studies in health technology and informatics
Aug 22, 2024
In this paper, we present the preliminary experiments for the development of an ingestion mechanism to move data from Electronic Health Records to machine learning processes, based on the concept of Linked Data and the JSON-LD format.
Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department.
Journal of the American Medical Informatics Association : JAMIA
Jan 1, 2020
OBJECTIVE: Linking emergency medical services (EMS) electronic patient care reports (ePCRs) to emergency department (ED) records can provide clinicians access to vital information that can alter management. It can also create rich databases for resea...
Distributed deep learning networks among institutions for medical imaging.
Journal of the American Medical Informatics Association : JAMIA
Aug 1, 2018
OBJECTIVE: Deep learning has become a promising approach for automated support for clinical diagnosis. When medical data samples are limited, collaboration among multiple institutions is necessary to achieve high algorithm performance. However, shari...
Clinical Knowledgebase Integration of Nursing Terminology.
Studies in health technology and informatics
Jan 1, 2016
Medicomp Point of Care Clinical Knowledgebase, MEDCIN is designed to support integrated care documentation and the care planning functions of nurses and allied health professional. In electronic medical records (EMRs) starting with one or more clinic...
Stay Ahead of Medical AI
Join thousands of healthcare professionals staying informed about the latest AI breakthroughs in medicine. Get curated insights delivered to your inbox.
Subscribe NowPopular Topics
- Machine Learning 30978
- Neural Networks, Computer 29696
- Algorithms 26813
- Deep Learning 26324
- Artificial Intelligence 24267
- Robotics 13307
- Image Processing, Computer-Assisted 9512
- Retrospective Studies 9097
- Magnetic Resonance Imaging 6173
- Reproducibility of Results 5589
- Tomography, X-Ray Computed 4765
- Support Vector Machine 4678
- Computational Biology 4229
- Brain 4045
- Computer Simulation 3877
Recent Journals
- Scientific reports 5865
- Sensors (Basel, Switzerland) 4794
- PloS one 4011
- Neural networks : the official journal of the International Neural Network Society 2928
- Computational intelligence and neuroscience 1931
- Computers in biology and medicine 1839
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 1686
- Studies in health technology and informatics 1278
- IEEE journal of biomedical and health informatics 1129
- Journal of chemical information and modeling 994
- Nature communications 938
- Computer methods and programs in biomedicine 883
- Bioinformatics (Oxford, England) 861
- Briefings in bioinformatics 850
- IEEE transactions on neural networks and learning systems 823