AIMC Topic: Documentation
Clear Filters Showing 71 to 80 of 162 articles
Clinical Documentation and Patient Care Using Artificial Intelligence in Radiation Oncology.
Journal of the American College of Radiology : JACR
Jun 22, 2019
Detailed clinical documentation is required in the patient-facing specialty of radiation oncology. The burden of clinical documentation has increased significantly with the introduction of electronic health records and participation in payer-mandated...
Molecular Structure Extraction from Documents Using Deep Learning.
Journal of chemical information and modeling
Feb 27, 2019
Chemical structure extraction from documents remains a hard problem because of both false positive identification of structures during segmentation and errors in the predicted structures. Current approaches rely on handcrafted rules and subroutines t...
Natural language processing of lifestyle modification documentation.
Health informatics journal
Feb 22, 2019
Lifestyle modification, including diet, exercise, and tobacco cessation, is the first-line treatment of many disorders including hypertension, obesity, and diabetes. Lifestyle modification data are not easily retrieved or used in research due to thei...
Machine Learning in Relation to Emergency Medicine Clinical and Operational Scenarios: An Overview.
The western journal of emergency medicine
Feb 14, 2019
Health informatics is a vital technology that holds great promise in the healthcare setting. We describe two prominent health informatics tools relevant to emergency care, as well as the historical background and the current state of informatics. We ...
Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Dec 5, 2018
Social and behavioral determinants of health (SBDH) are environmental and behavioral factors that are increasingly recognized for their impact on health outcomes. We describe ongoing research to extract SBDH related to sexual health from clinical doc...
An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Dec 5, 2018
Digital rectal examination (DRE) is considered a quality metric for prostate cancer care. However, much of the DRE related rich information is documented as free-text in clinical narratives. Therefore, we aimed to develop a natural language processin...
Deep learning algorithms to identify documentation of serious illness conversations during intensive care unit admissions.
Palliative medicine
Nov 14, 2018
Psychiatric stressor recognition from clinical notes to reveal association with suicide.
Health informatics journal
Oct 17, 2018
Suicide takes the lives of nearly a million people each year and it is a tremendous economic burden globally. One important type of suicide risk factor is psychiatric stress. Prior studies mainly use survey data to investigate the association between...
Using natural language processing methods to classify use status of dietary supplements in clinical notes.
BMC medical informatics and decision making
Jul 23, 2018
BACKGROUND: Despite widespread use, the safety of dietary supplements is open to doubt due to the fact that they can interact with prescribed medications, leading to dangerous clinical outcomes. Electronic health records (EHRs) provide a potential wa...
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