AIMC Journal:
Journal of the American Medical Informatics Association : JAMIA

Showing 371 to 380 of 493 articles

A combined strategy of feature selection and machine learning to identify predictors of prediabetes.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
OBJECTIVE: To identify predictors of prediabetes using feature selection and machine learning on a nationally representative sample of the US population.
Models, Theoretical Socioeconomic Factors Area Under Curve Prediabetic State Prevalence ROC Curve Nutrition Surveys Adult Male Middle Aged Humans Female Risk Factors Machine Learning Algorithms
View on PubMed DOI

Temporal convolutional networks allow early prediction of events in critical care.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
OBJECTIVE: Clinical interventions and death in the intensive care unit (ICU) depend on complex patterns in patients' longitudinal data. We aim to anticipate these events earlier and more consistently so that staff can consider preemptive action.
Intensive Care Units Middle Aged Female Hospital Mortality Hospitalization Humans Logistic Models Critical Care Neural Networks, Computer Aged Machine Learning Aged, 80 and over Computer Simulation Male Prognosis
View on PubMed DOI

Deep learning in clinical natural language processing: a methodical review.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
OBJECTIVE: This article methodically reviews the literature on deep learning (DL) for natural language processing (NLP) in the clinical domain, providing quantitative analysis to answer 3 research questions concerning methods, scope, and context of c...
Humans Electronic Health Records Deep Learning Bibliometrics Natural Language Processing
View on PubMed DOI

A governance model for the application of AI in health care.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
As the efficacy of artificial intelligence (AI) in improving aspects of healthcare delivery is increasingly becoming evident, it becomes likely that AI will be incorporated in routine clinical care in the near future. This promise has led to growing ...
Models, Theoretical Humans Ethics, Medical Artificial Intelligence Workflow Delivery of Health Care Government Regulation Organizational Policy
View on PubMed DOI

Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources.

Journal of the American Medical Informatics Association : JAMIA Feb 1, 2020
OBJECTIVE: Real-world data (RWD) are increasingly used for pharmacoepidemiology and regulatory innovation. Our objective was to compare adverse drug event (ADE) rates determined from two RWD sources, electronic health records and administrative claim...
Child Regression Analysis Natural Language Processing Female Male Child, Preschool Hypertension, Pulmonary Current Procedural Terminology Insurance, Health Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Retrospective Studies Electronic Health Records Humans
View on PubMed DOI

Consumer health information and question answering: helping consumers find answers to their health-related information needs.

Journal of the American Medical Informatics Association : JAMIA Feb 1, 2020
OBJECTIVE: Consumers increasingly turn to the internet in search of health-related information; and they want their questions answered with short and precise passages, rather than needing to analyze lists of relevant documents returned by search engi...
Machine Learning Deep Learning Search Engine Humans MedlinePlus Information Storage and Retrieval Pilot Projects Unified Medical Language System Natural Language Processing Consumer Health Information Datasets as Topic
View on PubMed DOI

Advancing the state of the art in automatic extraction of adverse drug events from narratives.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
Medical Records Natural Language Processing Humans Drug-Related Side Effects and Adverse Reactions Electronic Health Records Information Storage and Retrieval Narration
View on PubMed DOI

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: We implement 2 different multitask learning (MTL) techniques, hard parameter sharing and cross-stitch, to train a word-level convolutional neural network (CNN) specifically designed for automatic extraction of cancer data from unstructured...
Registries Information Storage and Retrieval Humans Machine Learning Support Vector Machine Neural Networks, Computer Neoplasms Natural Language Processing
View on PubMed DOI

Imputation and characterization of uncoded self-harm in major mental illness using machine learning.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: We aimed to impute uncoded self-harm in administrative claims data of individuals with major mental illness (MMI), characterize self-harm incidence, and identify factors associated with coding bias.
Classification Machine Learning Algorithms Self-Injurious Behavior Mental Disorders Clinical Coding Humans Electronic Health Records Male Incidence Female Suicidal Ideation Datasets as Topic Adult
View on PubMed DOI

Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: This study focuses on the task of automatically assigning standardized (topical) subject headings to free-text sentences in clinical nursing notes. The underlying motivation is to support nurses when they document patient care by developin...
Abstracting and Indexing Finland Nursing Records Standardized Nursing Terminology Electronic Health Records Natural Language Processing Subject Headings
View on PubMed DOI
Popular Topics
Popular Journals