Journal of the American Medical Informatics Association : JAMIA

Conversational agents in healthcare: a systematic review.

Journal of the American Medical Informatics Association : JAMIA Sep 1, 2018

OBJECTIVE: Our objective was to review the characteristics, current applications, and evaluation measures of conversational agents with unconstrained natural language input capabilities used for health-related purposes.

Artificial Intelligence Delivery of Health Care Communication Natural Language Processing Speech Recognition Software

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A telehealth system for automated diagnosis of asthma and chronical obstructive pulmonary disease.

Journal of the American Medical Informatics Association : JAMIA Sep 1, 2018

This paper presents the development and real-time testing of an automated expert diagnostic telehealth system for the diagnosis of 2 respiratory diseases, asthma and Chronic Obstructive Pulmonary Disease (COPD). The system utilizes Android, Java, MAT...

Adult Pulmonary Disease, Chronic Obstructive Asthma Prospective Studies Humans Female Telemedicine Male Expert Systems Middle Aged Spirometry Mobile Applications

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Machine learning approach for early detection of autism by combining questionnaire and home video screening.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2018

BACKGROUND: Existing screening tools for early detection of autism are expensive, cumbersome, time- intensive, and sometimes fall short in predictive value. In this work, we sought to apply Machine Learning (ML) to gold standard clinical data obtaine...

Methods Videotape Recording ROC Curve Early Diagnosis Autistic Disorder Surveys and Questionnaires Child, Preschool Humans Machine Learning Algorithms

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Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2018

OBJECTIVE: To develop a conceptual prediction model framework containing standardized steps and describe the corresponding open-source software developed to consistently implement the framework across computational environments and observational heal...

Male Risk Assessment Models, Theoretical Female Adult Health Services Needs and Demand Observation Treatment Outcome Observational Studies as Topic Datasets as Topic Humans Machine Learning Software Prognosis

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Distributed deep learning networks among institutions for medical imaging.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2018

OBJECTIVE: Deep learning has become a promising approach for automated support for clinical diagnosis. When medical data samples are limited, collaboration among multiple institutions is necessary to achieve high algorithm performance. However, shari...

Humans Diagnostic Imaging Medical Record Linkage Computer Communication Networks Neural Networks, Computer Deep Learning

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