Natural language processing algorithms for map** clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies
Background Free-text descriptions in electronic health records (EHRs) can be of interest for
clinical research and care optimization. However, free text cannot be readily interpreted by a …
clinical research and care optimization. However, free text cannot be readily interpreted by a …
BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale
A massive number of biological entities, such as genes and mutations, are mentioned in the
biomedical literature. The capturing of the semantic relatedness of biological entities is vital …
biomedical literature. The capturing of the semantic relatedness of biological entities is vital …
[HTML][HTML] Matching patients to clinical trials using semantically enriched document representation
Recruiting eligible patients for clinical trials is crucial for reliably answering specific
questions about medical interventions and evaluation. However, clinical trial recruitment is a …
questions about medical interventions and evaluation. However, clinical trial recruitment is a …
[HTML][HTML] Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis
Objective Published clinical trials and high quality peer reviewed medical publications are
considered as the main sources of evidence used for synthesizing systematic reviews or …
considered as the main sources of evidence used for synthesizing systematic reviews or …
Combining lstm and densenet for automatic annotation and classification of chest x-ray images
The chest X-ray is a simple and economical medical aid for auxiliary diagnosis and therefore
has become a routine item for residents' physical examinations. Based on 40167 images of …
has become a routine item for residents' physical examinations. Based on 40167 images of …
Using annotation for computerized support for fast skimming of cardiology electronic health record notes
Under the circumstances prevalent in current healthcare, medical professionals such as
physicians and nurses need to read large numbers of Electronic Health Record (EHR) …
physicians and nurses need to read large numbers of Electronic Health Record (EHR) …
Clinical concept recognition: Evaluation of existing systems on EHRs
Objective The adoption of electronic health records (EHRs) has produced enormous
amounts of data, creating research opportunities in clinical data sciences. Several concept …
amounts of data, creating research opportunities in clinical data sciences. Several concept …
[HTML][HTML] FHIRCap: Transforming REDCap forms into FHIR resources
Clinical trials and studies are increasingly using systems, such as REDCap, to capture data
in electronic form. However these tools are not designed to mimic the capture of clinical …
in electronic form. However these tools are not designed to mimic the capture of clinical …
Detecting low back pain from clinical narratives using machine learning approaches
M Judd, F Zulkernine, B Wolfrom, D Barber… - Database and Expert …, 2018 - Springer
Free-text clinical notes recorded during the patients' visits in the Electronic Medical Record
(EMR) system narrates clinical encounters, often using 'SOAP'notes (an acronym for subject …
(EMR) system narrates clinical encounters, often using 'SOAP'notes (an acronym for subject …
[HTML][HTML] Multidisciplinary smartphone-based interventions to empower patients with acute coronary syndromes: Qualitative study on health care providers' …
Background: Postdischarge interventions are limited in patients with acute coronary
syndrome (ACS) due to few scheduled visits to outpatient clinics and travel from remote …
syndrome (ACS) due to few scheduled visits to outpatient clinics and travel from remote …