AIMC Topic: Health Status

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Current Status of Objectification of Four Diagnostic Methods on Constitution Recognition of Chinese Medicine.

Chinese journal of integrative medicine Sep 28, 2022
Chinese medicine (CM) has thousands of years of experience in prevention of diseases. As for CM, people's constitution is closely related to their health status, thus recognition of CM constitution is the fundamental and core content of research on c...
Medicine, Chinese Traditional Health Status Body Constitution Humans Artificial Intelligence
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Assessment of Physical Fitness and Health Status of Athletes Based on Intelligent Medical Treatment under Machine Learning.

Computational intelligence and neuroscience Jul 30, 2022
Machine learning is an interdisciplinary study of how to make computer programs perform similar to human learning, and its techniques are widely used in the medical industry. The purpose of this paper is to study how to use machine learning-based int...
Humans Machine Learning Algorithms Health Status Athletes Physical Fitness
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Accessing Artificial Intelligence for Fetus Health Status Using Hybrid Deep Learning Algorithm (AlexNet-SVM) on Cardiotocographic Data.

Sensors (Basel, Switzerland) Jul 7, 2022
Artificial intelligence is serving as an impetus in digital health, clinical support, and health informatics for an informed patient's outcome. Previous studies only consider classification accuracies of cardiotocographic (CTG) datasets and disregard...
Humans Deep Learning Support Vector Machine Health Status Fetus Neural Networks, Computer Artificial Intelligence Algorithms
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Predicting Patient-Level 3-Level Version of EQ-5D Index Scores From a Large International Database Using Machine Learning and Regression Methods.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Mar 15, 2022
OBJECTIVES: This study aimed to evaluate the performance of machine learning and regression methods in the prediction of 3-level version of EQ-5D (EQ-5D-3L) index scores from a large diverse data set.
Machine Learning Quality of Life Surveys and Questionnaires Health Status Least-Squares Analysis Humans Artificial Intelligence
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Dynamic Bayesian networks for prediction of health status and treatment effect in patients with chronic lymphocytic leukemia.

Scientific reports Feb 2, 2022
Chronic lymphocytic leukemia (CLL) is the most common blood cancer in adults. The course of CLL and patients' response to treatment are varied. This variability makes it difficult to select the most appropriate treatment regimen and predict the progr...
Aged Leukemia, Lymphocytic, Chronic, B-Cell Male Clinical Decision-Making Female Risk Factors Time Factors Treatment Outcome Health Status Middle Aged Risk Assessment Disease Progression Humans Artificial Intelligence Health Status Indicators Decision Support Techniques Predictive Value of Tests Bayes Theorem
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The Design of Adolescents' Physical Health Prediction System Based on Deep Reinforcement Learning.

Computational intelligence and neuroscience Jan 29, 2022
According to the general recognition in the first half of the last century, hypertension was not considered a kind of disease, but was regarded as a compensatory response commonly seen in the elderly, and it would not occur to younger people. Because...
Normal Distribution Adolescent Health Status Humans Machine Learning Forecasting
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Application of a Machine Learning Technology in the Definition of Metabolically Healthy and Unhealthy Status: A Retrospective Study of 2567 Subjects Suffering from Obesity with or without Metabolic Syndrome.

Nutrients Jan 15, 2022
The key factors playing a role in the pathogenesis of metabolic alterations observed in many patients with obesity have not been fully characterized. Their identification is crucial, and it would represent a fundamental step towards better management...
Machine Learning Biomarkers Prognosis Retrospective Studies Female Risk Factors Humans Artificial Intelligence Obesity Alanine Transaminase Adult Adipose Tissue Insulin-Like Growth Factor I Male Absorptiometry, Photon Glycated Hemoglobin Health Status Obesity, Metabolically Benign Middle Aged Metabolic Syndrome
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Interpretable machine learning for high-dimensional trajectories of aging health.

PLoS computational biology Jan 10, 2022
We have built a computational model for individual aging trajectories of health and survival, which contains physical, functional, and biological variables, and is conditioned on demographic, lifestyle, and medical background information. We combine ...
Health Status Models, Biological Health Transition Aging Computational Biology Longitudinal Studies Humans Machine Learning
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Model Construction of Using Physiological Signals to Detect Mental Health Status.

Journal of healthcare engineering Oct 20, 2021
BACKGROUND: Mental health is a direct indicator of human mental activity, and it also affects all aspects of the human body. It plays a very important role in monitoring human mental health.
Discriminant Analysis Electrocardiography Signal Processing, Computer-Assisted Humans Support Vector Machine Heart Rate Algorithms Health Status
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A healthy debate: Exploring the views of medical doctors on the ethics of artificial intelligence.

Artificial intelligence in medicine Oct 12, 2021
Artificial Intelligence (AI) is moving towards the health space. It is generally acknowledged that, while there is great promise in the implementation of AI technologies in healthcare, it also raises important ethical issues. In this study we surveye...
Physicians Surveys and Questionnaires Health Status Humans Artificial Intelligence Delivery of Health Care
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