AIMC Topic: Self Care

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Safety of patient-facing digital symptom checkers.

Lancet (London, England) Nov 6, 2018
Consumer Health Informatics Safety Humans Quality of Health Care Artificial Intelligence Algorithms Information Seeking Behavior Consumer Health Information Self Care Diagnostic Errors Triage
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Machine learning in medicine: Addressing ethical challenges.

PLoS medicine Nov 6, 2018
Effy Vayena and colleagues argue that machine learning in medicine must offer data protection, algorithmic transparency, and accountability to earn the trust of patients and clinicians.
Humans Machine Learning Delivery of Health Care Data Mining Computer Security Medical Records Public Opinion Attitude to Computers Self Care Trust Attitude of Health Personnel Confidentiality
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Using Natural Language Processing and Network Analysis to Develop a Conceptual Framework for Medication Therapy Management Research.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
This paper describes a theory derivation process used to develop a conceptual framework for medication therapy management (MTM) research. The MTM service model and chronic care model were selected as parent theories. Review article abstracts targetin...
Chronic Disease Natural Language Processing Medication Therapy Management Humans Self Care Biomedical Research Medication Adherence
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Machine learning approaches to personalize early prediction of asthma exacerbations.

Annals of the New York Academy of Sciences Sep 14, 2016
Patient telemonitoring results in an aggregation of significant amounts of information about patient disease trajectory. However, the potential use of this information for early prediction of exacerbations in adult asthma patients has not been system...
Humans Machine Learning Adult Self Care Asthma Disease Progression Algorithms Precision Medicine Prognosis Electronic Health Records Combined Modality Therapy Monitoring, Physiologic Telemedicine Bayes Theorem Internet Models, Biological Severity of Illness Index ROC Curve Decision Support Systems, Clinical Computational Biology
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Acceptability of Robot Assistant in Management of Type 1 Diabetes in Children.

Diabetes technology & therapeutics Aug 1, 2016
BACKGROUND: To find out whether children with type 1 diabetes accept a humanoid robot as an assistant in their diabetes management. In particular, the study aims to determine how the patients feel the robot may contribute to their care and how they r...
Robotics Patient Acceptance of Health Care Insulin Child Diabetes Mellitus, Type 1 Hypoglycemic Agents Humans Female Self Care Male Adolescent Blood Glucose
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Motivating smokers to quit using computer-generated letters that target either reduction or cessation: A population-based randomized controlled trial among smokers who do not intend to quit.

Drug and alcohol dependence Jul 15, 2016
BACKGROUND: This study examined the long-term efficacy of individualized counseling letters that targeted either smoking abstinence or reducing the number of cigarettes smoked per day to promote future cessation.
Pattern Recognition, Visual Behavior Therapy Smoking Therapy, Computer-Assisted Smoking Cessation Counseling Follow-Up Studies Intention Motivation Expert Systems Humans Female Adult Middle Aged Models, Theoretical Treatment Outcome Self Care Male
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Developing Artificial Neural Network Models to Predict Functioning One Year After Traumatic Spinal Cord Injury.

Archives of physical medicine and rehabilitation May 18, 2016
OBJECTIVE: To develop mathematical models for predicting level of independence with specific functional outcomes 1 year after discharge from inpatient rehabilitation for spinal cord injury.
Humans Neural Networks, Computer Retrospective Studies Female Physical Therapy Modalities Reproducibility of Results Recovery of Function Self Care Walking Activities of Daily Living Male Spinal Cord Injuries Logistic Models Models, Theoretical
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Feasibility study into self-administered training at home using an arm and hand device with motivational gaming environment in chronic stroke.

Journal of neuroengineering and rehabilitation Oct 9, 2015
BACKGROUND: Assistive and robotic training devices are increasingly used for rehabilitation of the hemiparetic arm after stroke, although applications for the wrist and hand are trailing behind. Furthermore, applying a training device in domestic set...
Home Care Services Stroke Rehabilitation Games, Experimental Practice, Psychological User-Computer Interface Longitudinal Studies Follow-Up Studies Humans Female Aged Aged, 80 and over Arm Motivation Orthotic Devices Paresis Robotics Chronic Disease Wrist Adult Hand Self Care Feasibility Studies Male Middle Aged
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MELLO: Medical lifelog ontology for data terms from self-tracking and lifelog devices.

International journal of medical informatics Aug 17, 2015
OBJECTIVE: The increasing use of health self-tracking devices is making the integration of heterogeneous data and shared decision-making more challenging. Computational analysis of lifelog data has been hampered by the lack of semantic and syntactic ...
Information Storage and Retrieval Biological Ontologies Electronic Health Records Terminology as Topic Republic of Korea Medical Records Self Care
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Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management.

International journal of medical informatics Aug 8, 2015
OBJECTIVE: To develop an expandable knowledge base of reusable knowledge related to self-management of diabetes that can be used as a foundation for patient-centric decision support tools.
Problem Solving Humans Self Care Diabetes Mellitus Knowledge Bases
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