AIMC Topic: Electronic Health Records

Clear Filters Showing 2301 to 2310 of 2670 articles

Natural Language Processing to Assess Frequency of Functional Status Documentation for Patients Newly Diagnosed With Colorectal Cancer.

JAMA oncology Mar 1, 2021
Documentation Humans Electronic Health Records Colorectal Neoplasms Natural Language Processing Functional Status
View on PubMed DOI

Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2021
OBJECTIVE: The study sought to describe the prevalence and nature of clinical expert involvement in the development, evaluation, and implementation of clinical decision support systems (CDSSs) that utilize machine learning to analyze electronic healt...
Research Electronic Health Records Decision Support Systems, Clinical Nursing Staff, Hospital Humans Machine Learning Decision Making, Computer-Assisted Software Design Medical Staff, Hospital Hospital Administration
View on PubMed DOI

Precision population analytics: population management at the point-of-care.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2021
OBJECTIVE: To present clinicians at the point-of-care with real-world data on the effectiveness of various treatment options in a precision cohort of patients closely matched to the index patient.
Humans Machine Learning Electronic Health Records Patient Care Management Hyperlipidemias Diabetes Mellitus, Type 2 Practice Guidelines as Topic Hypertension Evidence-Based Medicine Treatment Outcome Decision Making, Computer-Assisted
View on PubMed DOI

Generative transfer learning for measuring plausibility of EHR diagnosis records.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2021
OBJECTIVE: Due to a complex set of processes involved with the recording of health information in the Electronic Health Records (EHRs), the truthfulness of EHR diagnosis records is questionable. We present a computational approach to estimate the pro...
Disease Diagnosis Humans Delivery of Health Care Electronic Health Records Professional-Patient Relations Supervised Machine Learning Machine Learning Probability
View on PubMed DOI

Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.

Arthritis care & research Mar 1, 2021
OBJECTIVE: Identifying pseudogout in large data sets is difficult due to its episodic nature and a lack of billing codes specific to this acute subtype of calcium pyrophosphate (CPP) deposition disease. The objective of this study was to evaluate a n...
Humans Machine Learning Electronic Health Records Female Middle Aged Natural Language Processing Data Mining Chondrocalcinosis Aged Aged, 80 and over Male
View on PubMed DOI

Advancing care for acute gastrointestinal bleeding using artificial intelligence.

Journal of gastroenterology and hepatology Feb 1, 2021
The future of gastrointestinal bleeding will include the integration of machine learning algorithms to enhance clinician risk assessment and decision making. Machine learning algorithms have shown promise in outperforming existing clinical risk score...
Decision Making Triage Acute Disease Endoscopy, Gastrointestinal Delivery of Health Care Hemostasis Electronic Health Records Humans Risk Assessment Gastrointestinal Hemorrhage Neural Networks, Computer Risk Machine Learning Outpatients
View on PubMed DOI

Applications of artificial intelligence in pancreatic and biliary diseases.

Journal of gastroenterology and hepatology Feb 1, 2021
The application of artificial intelligence (AI) in medicine has increased rapidly with respect to tasks including disease detection/diagnosis, risk stratification, and prognosis prediction. With recent advances in computing power and algorithms, AI h...
Risk Assessment Deep Learning Biliary Tract Diseases Pancreatic Diseases Forecasting Prognosis Electronic Health Records Humans Artificial Intelligence Machine Learning
View on PubMed DOI

Application of artificial intelligence in gastroenterology: Potential role in clinical practice.

Journal of gastroenterology and hepatology Feb 1, 2021
Artificial intelligence (AI) based on deep learning boosted medical research in the past years and is expected to enormously change the style of health care in many aspects in the foreseeable future. Nowadays, there are exploding volumes of healthcar...
Humans Forecasting Delivery of Health Care Precision Medicine Electronic Health Records Gastroenterology Big Data Deep Learning Workflow Evidence-Based Practice
View on PubMed DOI

Machine Learning to Differentiate Risk of Suicide Attempt and Self-harm After General Medical Hospitalization of Women With Mental Illness.

Medical care Feb 1, 2021
BACKGROUND: Suicide prevention is a public health priority, but risk factors for suicide after medical hospitalization remain understudied. This problem is critical for women, for whom suicide rates in the United States are disproportionately increas...
Self-Injurious Behavior Women Electronic Health Records Suicide, Attempted Humans Female Cohort Studies Algorithms Reproducibility of Results Supervised Machine Learning Mental Disorders Patient Readmission Risk Factors Adult Retrospective Studies Hospitalization Sensitivity and Specificity Aged Middle Aged Young Adult
View on PubMed DOI

Development of a predictive model for retention in HIV care using natural language processing of clinical notes.

Journal of the American Medical Informatics Association : JAMIA Jan 15, 2021
OBJECTIVE: Adherence to a treatment plan from HIV-positive patients is necessary to decrease their mortality and improve their quality of life, however some patients display poor appointment adherence and become lost to follow-up (LTFU). We applied n...
Natural Language Processing Patient Compliance Lost to Follow-Up Retention in Care Humans Adult Electronic Health Records Male Female HIV Infections Models, Theoretical
View on PubMed DOI
Popular Topics
Recent Journals