AIMC Topic: Research Design

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From protocolized to person-centered chronic care in general practice: study protocol of an action-based research project (COPILOT).

Primary health care research & development Sep 24, 2019
AIM: To develop a proactive person-centered care approach for persons with (multiple) chronic diseases in general practice, and to explore the impact on 'Quadruple aims': experiences of patients and professionals, patient outcomes and costs of resour...
Patient Reported Outcome Measures Health Services Research Pilot Projects General Practice Chronic Disease Humans Patient-Centered Care Research Design Netherlands Comorbidity
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Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol.

BMC psychiatry Sep 7, 2019
BACKGROUND: The screening of digital footprint for clinical purposes relies on the capacity of wearable technologies to collect data and extract relevant information's for patient management. Artificial intelligence (AI) techniques allow processing o...
Male Suicide, Attempted Surveys and Questionnaires Wearable Electronic Devices Spain Research Design Polysomnography Female Ecological Momentary Assessment Adult Appetite Humans Artificial Intelligence Smartphone Randomized Controlled Trials as Topic Telemedicine France
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Automatic extraction and assessment of lifestyle exposures for Alzheimer's disease using natural language processing.

International journal of medical informatics Aug 6, 2019
INTRODUCTION: Previous biomedical studies identified many lifestyle exposures that could possibly represent risk factors for dementia in general or dementia due to Alzheimer's disease (AD). These lifestyle exposures are mainly mentioned in free-text ...
Humans Research Design Life Style Electronic Health Records Risk Factors Natural Language Processing Alzheimer Disease
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Machine learning with the hierarchy-of-hypotheses (HoH) approach discovers novel pattern in studies on biological invasions.

Research synthesis methods Aug 5, 2019
Research synthesis on simple yet general hypotheses and ideas is challenging in scientific disciplines studying highly context-dependent systems such as medical, social, and biological sciences. This study shows that machine learning, equation-free s...
Artificial Intelligence Machine Learning Algorithms Review Literature as Topic Biology Ecology Asia Geography Ecosystem Introduced Species Research Design Models, Statistical Reproducibility of Results Decision Trees Animals Data Interpretation, Statistical
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Iterative processes: a review of semi-supervised machine learning in rehabilitation science.

Disability and rehabilitation. Assistive technology Jul 8, 2019
To define semi-supervised machine learning (SSML) and explore current and potential applications of this analytic strategy in rehabilitation research. We conducted a scoping review using PubMed, GoogleScholar and Medline. Studies were included if th...
Supervised Machine Learning Rehabilitation Humans Algorithms Research Design
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Feasibility of Natural Language Processing-Assisted Auditing of Critical Findings in Chest Radiology.

Journal of the American College of Radiology : JACR Jun 21, 2019
OBJECTIVE: Time-sensitive communication of critical imaging findings like pneumothorax or pulmonary embolism to referring physicians is essential for patient safety. The definitive communication is the radiology free-text report. Quality assurance in...
Natural Language Processing Feasibility Studies Quality Improvement Academic Medical Centers Automation Radiology Information Systems Radiography, Thoracic Sensitivity and Specificity Male Pilot Projects United States Retrospective Studies Tomography, X-Ray Computed Female Humans Machine Learning Research Design
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A Road Map for Translational Research on Artificial Intelligence in Medical Imaging: From the 2018 National Institutes of Health/RSNA/ACR/The Academy Workshop.

Journal of the American College of Radiology : JACR May 28, 2019
Advances in machine learning in medical imaging are occurring at a rapid pace in research laboratories both at academic institutions and in industry. Important artificial intelligence (AI) tools for diagnostic imaging include algorithms for disease d...
United States Diagnostic Imaging Translational Research, Biomedical Humans Artificial Intelligence Research Design
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Effects of Assistive Robot Behavior on Impressions of Patient Psychological Attributes: Vignette-Based Human-Robot Interaction Study.

Journal of medical Internet research May 19, 2019
BACKGROUND: As robots are increasingly designed for health management applications, it is critical to not only consider the effects robots will have on patients but also consider a patient's wider social network, including the patient's caregivers an...
Middle Aged Humans Robotics Emotional Intelligence Young Adult Research Design Adult Female Patient-Centered Care Male Aged Patients
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Machine learning for prediction of sudden cardiac death in heart failure patients with low left ventricular ejection fraction: study protocol for a retroprospective multicentre registry in China.

BMJ open May 16, 2019
INTRODUCTION: Left ventricular ejection fraction (LVEF) ≤35%, as current significant implantable cardioverter-defibrillator (ICD) indication for primary prevention of sudden cardiac death (SCD) in heart failure (HF) patients, has been widely recognis...
Multicenter Studies as Topic Registries Heart Failure Death, Sudden, Cardiac Retrospective Studies Ventricular Function, Left Stroke Volume Humans China Machine Learning Research Design Prospective Studies
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Deep learning to automate Brasfield chest radiographic scoring for cystic fibrosis.

Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society May 2, 2019
BACKGROUND: The aim of this study was to evaluate the hypothesis that a deep convolutional neural network (DCNN) model could facilitate automated Brasfield scoring of chest radiographs (CXRs) for patients with cystic fibrosis (CF), performing similar...
Humans Neural Networks, Computer Deep Learning Research Design Reproducibility of Results Child Male Cystic Fibrosis Lung Radiography, Thoracic Pediatrics Prognosis Severity of Illness Index Tomography, X-Ray Computed Female
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