AIMC Topic: Research Design

Clear Filters Showing 621 to 630 of 647 articles

Applying citizen science to gene, drug and disease relationship extraction from biomedical abstracts.

Bioinformatics (Oxford, England) Feb 15, 2020
MOTIVATION: Biomedical literature is growing at a rate that outpaces our ability to harness the knowledge contained therein. To mine valuable inferences from the large volume of literature, many researchers use information extraction algorithms to ha...
Research Design Natural Language Processing Information Storage and Retrieval Citizen Science Software
View on PubMed DOI

Machine Learning Predictive Models Can Improve Efficacy of Clinical Trials for Alzheimer's Disease.

Journal of Alzheimer's disease : JAD Jan 1, 2020
BACKGROUND: The ideal participants for Alzheimer's disease (AD) clinical trials would show cognitive decline in the absence of treatment (i.e., placebo arm) and also would be responsive to the therapeutic intervention being studied (i.e., drug arm). ...
Databases, Factual Female Reproducibility of Results Machine Learning Algorithms Research Design Male Cognitive Dysfunction Follow-Up Studies Aged Aged, 80 and over Sensitivity and Specificity Humans Clinical Trials, Phase III as Topic Mental Status and Dementia Tests Magnetic Resonance Imaging Alzheimer Disease Predictive Value of Tests Neuroimaging Sample Size Clinical Trials as Topic
View on PubMed DOI

Targeted prescription of cognitive-behavioral therapy versus person-centered counseling for depression using a machine learning approach.

Journal of consulting and clinical psychology Jan 1, 2020
OBJECTIVE: Depression is a highly common mental disorder and a major cause of disability worldwide. Several psychological interventions are available, but there is a lack of evidence to decide which treatment works best for whom. This study aimed to ...
Primary Health Care Treatment Outcome Counseling Female Adult Male Humans Machine Learning Cognitive Behavioral Therapy Research Design Depressive Disorder Retrospective Studies
View on PubMed DOI

Diagnostic accuracy of machine-learning-assisted detection for anterior cruciate ligament injury based on magnetic resonance imaging: Protocol for a systematic review and meta-analysis.

Medicine Dec 1, 2019
BACKGROUND: Although many machine learning algorithms have been developed to detect anterior cruciate ligament (ACL) injury based on magnetic resonance imaging (MRI), the performance of different algorithms required further investigation. The objecti...
ROC Curve Magnetic Resonance Imaging Research Design Systematic Reviews as Topic Sensitivity and Specificity Meta-Analysis as Topic Diagnosis, Computer-Assisted Anterior Cruciate Ligament Injuries Humans Machine Learning
View on PubMed DOI

Transparent Reporting on Research Using Unstructured Electronic Health Record Data to Generate 'Real World' Evidence of Comparative Effectiveness and Safety.

Drug safety Nov 1, 2019
Research that makes secondary use of administrative and clinical healthcare databases is increasingly influential for regulatory, reimbursement, and other healthcare decision-making. Consequently, there are numerous guidance documents on reporting fo...
Information Storage and Retrieval Algorithms Humans Research Design Databases, Factual Decision Support Techniques Electronic Health Records Natural Language Processing
View on PubMed DOI

Why deep-learning AIs are so easy to fool.

Nature Oct 1, 2019
Humans Research Design Human Activities Deep Learning Games, Experimental Robotics Pattern Recognition, Automated
View on PubMed DOI

Artificial Intelligence and Clinical Decision Support for Radiologists and Referring Providers.

Journal of the American College of Radiology : JACR Sep 1, 2019
Recent advances in artificial intelligence (AI) are providing an opportunity to enhance existing clinical decision support (CDS) tools to improve patient safety and drive value-based imaging. We discuss the advantages and potential applications that ...
Quality Improvement Algorithms Radiology Humans Research Design Radiologists Female Artificial Intelligence Health Personnel Referral and Consultation Male Machine Learning Decision Support Systems, Clinical
View on PubMed DOI

The promises and perils of automated facial action coding in studying children's emotions.

Developmental psychology Sep 1, 2019
Computer vision algorithms have made tremendous advances in recent years. We now have algorithms that can detect and recognize objects, faces, and even facial actions in still images and video sequences. This is wonderful news for researchers that ne...
Male Child Emotions Facial Expression Algorithms Research Design Female Humans Machine Learning
View on PubMed DOI

Evaluation of the Fast Healthcare Interoperability Resources (FHIR) Standard for Representation of Knowledge Bases Encoded in the Arden Syntax.

Studies in health technology and informatics Aug 21, 2019
CONTEXT: Arden Syntax is a standard that encodes knowledge as Medical Logic Modules (MLMs) but lacks a standard query data model and terminology.
Information Storage and Retrieval Health Information Systems Research Design Knowledge Bases Programming Languages
View on PubMed DOI

Text Classification to Inform Suicide Risk Assessment in Electronic Health Records.

Studies in health technology and informatics Aug 21, 2019
Assessing a patient's risk of an impending suicide attempt has been hampered by limited information about dynamic factors that change rapidly in the days leading up to an attempt. The storage of patient data in electronic health records (EHRs) has fa...
Machine Learning Research Design Electronic Health Records Mental Health Humans Risk Assessment Suicide Prevention
View on PubMed DOI
Popular Topics
Recent Journals