AIMC Topic: Clinical Trials as Topic
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Hybrid bag of approaches to characterize selection criteria for cohort identification.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2019
OBJECTIVE: The 2018 National NLP Clinical Challenge (2018 n2c2) focused on the task of cohort selection for clinical trials, where participating systems were tasked with analyzing longitudinal patient records to determine if the patients met or did n...
Optimizing clinical trials recruitment via deep learning.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2019
OBJECTIVE: Clinical trials, prospective research studies on human participants carried out by a distributed team of clinical investigators, play a crucial role in the development of new treatments in health care. This is a complex and expensive proce...
Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed.
Nature medicine
Oct 1, 2019
Enabling Data-Driven Clinical Quality Assurance: Predicting Adverse Event Reporting in Clinical Trials Using Machine Learning.
Drug safety
Sep 1, 2019
INTRODUCTION: Adverse event (AE) under-reporting has been a recurrent issue raised during health authorities Good Clinical Practices (GCP) inspections and audits. Moreover, safety under-reporting poses a risk to patient safety and data integrity. The...
Criteria2Query: a natural language interface to clinical databases for cohort definition.
Journal of the American Medical Informatics Association : JAMIA
Apr 1, 2019
OBJECTIVE: Cohort definition is a bottleneck for conducting clinical research and depends on subjective decisions by domain experts. Data-driven cohort definition is appealing but requires substantial knowledge of terminologies and clinical data mode...
Nursing and Rehabilitative Care of the Elderly Using Humanoid Robots.
The journal of medical investigation : JMI
Jan 1, 2019
Japan's declining birth rate and increasing aging population prompted intercessory efforts towards robot technologies in nursing practice for theelderly. Today, technological companies are developing robots that meet universal health care technology ...
Clinical Integration of Digital Solutions in Health Care: An Overview of the Current Landscape of Digital Technologies in Cancer Care.
JCO clinical cancer informatics
Dec 1, 2018
Digital health constitutes a merger of both software and hardware technology with health care delivery and management, and encompasses a number of domains, from wearable devices to artificial intelligence, each associated with widely disparate intera...
SemEHR: A general-purpose semantic search system to surface semantic data from clinical notes for tailored care, trial recruitment, and clinical research.
Journal of the American Medical Informatics Association : JAMIA
May 1, 2018
OBJECTIVE: Unlocking the data contained within both structured and unstructured components of electronic health records (EHRs) has the potential to provide a step change in data available for secondary research use, generation of actionable medical i...
Machine-Learning Prediction of Drug-Induced Cardiac Arrhythmia: Analysis of Gene Expression and Clustering.
Critical reviews in biomedical engineering
Jan 1, 2018
A marked delay in the electrical repolarization of heart ventricles is characterized by prolongation of the Q-T wave (QT) interval on a surface electrocardiogram. Such a delay can lead to potentially life-threatening cardiac arrhythmia (torsades de p...
Arrhythmias, Cardiac
MAP Kinase Signaling System
Gene Expression Regulation
Sensitivity and Specificity
Clinical Trials as Topic
Animals
False Positive Reactions
Male
Torsades de Pointes
Humans
Female
Heart
Machine Learning
Reproducibility of Results
Drug Evaluation, Preclinical
Rats
Cluster Analysis
Heart Ventricles
Drug Design
Electrocardiography
Signal Processing, Computer-Assisted
Support Vector Machine
Gene Expression Profiling
Mice
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