AIMC Topic: Clinical Trials as Topic

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Cohort selection for clinical trials using hierarchical neural network.

Journal of the American Medical Informatics Association : JAMIA Nov 1, 2019
OBJECTIVE: Cohort selection for clinical trials is a key step for clinical research. We proposed a hierarchical neural network to determine whether a patient satisfied selection criteria or not.
Patient Selection Data Mining Clinical Trials as Topic Mental Health Natural Language Processing Electronic Data Processing Humans Machine Learning Electronic Health Records Neural Networks, Computer
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Clinical trial cohort selection based on multi-level rule-based natural language processing system.

Journal of the American Medical Informatics Association : JAMIA Nov 1, 2019
OBJECTIVE: Identifying patients who meet selection criteria for clinical trials is typically challenging and time-consuming. In this article, we describe our clinical natural language processing (NLP) system to automatically assess patients' eligibil...
Neural Networks, Computer Deep Learning Natural Language Processing Humans Patient Selection Clinical Trials as Topic Data Mining
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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...
Machine Learning Natural Language Processing Clinical Trials as Topic Data Mining Pattern Recognition, Automated Patient Selection Humans
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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...
Databases, Factual Research Personnel Electronic Health Records Humans Clinical Trials as Topic Patient Selection Deep Learning Insurance Claim Reporting Data Mining
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Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed.

Nature medicine Oct 1, 2019
Clinical Trials as Topic United States Food and Drug Administration Guidelines as Topic Artificial Intelligence United States Humans
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Digital health.

Nature Sep 1, 2019
Humans Clinical Trials as Topic Artificial Intelligence Delivery of Health Care
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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...
Models, Theoretical Quality Assurance, Health Care Information Technology Clinical Trials as Topic Humans Machine Learning
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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...
Databases as Topic Information Storage and Retrieval Eligibility Determination Humans Clinical Trials as Topic Natural Language Processing Machine Learning Patient Selection User-Computer Interface
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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 Trials as Topic Biomedical Technology Humans Robotics Empathy Nursing Care Nursing Theory Health Services for the Aged
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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...
Patient Education as Topic Surveys and Questionnaires Humans Clinical Trials as Topic Telemedicine Neoplasms Wearable Electronic Devices Self Report Biomedical Technology
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