AIMC Topic: Body Mass Index

Clear Filters Showing 91 to 100 of 256 articles

Machine Learning to Identify Metabolic Subtypes of Obesity: A Multi-Center Study.

Frontiers in endocrinology Jul 14, 2021
BACKGROUND AND OBJECTIVE: Clinical characteristics of obesity are heterogenous, but current classification for diagnosis is simply based on BMI or metabolic healthiness. The purpose of this study was to use machine learning to explore a more precise ...
Body Mass Index Metabolic Syndrome Obesity Hyperuricemia Glucose Tolerance Test Uric Acid Humans Polycystic Ovary Syndrome Machine Learning Male Female Obesity, Metabolically Benign Adult Comorbidity China Blood Glucose Insulin
View on PubMed DOI

Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images.

Nature biomedical engineering Jun 15, 2021
Regular screening for the early detection of common chronic diseases might benefit from the use of deep-learning approaches, particularly in resource-poor or remote settings. Here we show that deep-learning models can be used to identify chronic kidn...
Deep Learning Blood Glucose ROC Curve Diabetes Mellitus, Type 2 Renal Insufficiency, Chronic Prospective Studies Female Male Middle Aged Disease Progression Retina Body Height Image Interpretation, Computer-Assisted Metadata Photography Glomerular Filtration Rate Body Mass Index Area Under Curve Fundus Oculi Body Weight Humans Neural Networks, Computer
View on PubMed DOI

Application of Physical Examination Data on Health Analysis and Intelligent Diagnosis.

BioMed research international Jun 13, 2021
Analysis and diagnosis according to the collected physical data are an important part in the physical examination. Through the data analysis of the physical examination results and expert diagnoses, the physical condition of a specific physical exami...
Fuzzy Logic Models, Statistical Data Interpretation, Statistical Signal Processing, Computer-Assisted Pattern Recognition, Automated Machine Learning Algorithms Reproducibility of Results Humans Diagnosis, Computer-Assisted Logic Body Mass Index Artificial Intelligence Statistics as Topic Physical Examination
View on PubMed DOI

COVID-19 and the kidney: A retrospective analysis of 37 critically ill patients using machine learning.

PloS one May 20, 2021
INTRODUCTION: There is evidence that SARS-CoV2 has a particular affinity for kidney tissue and is often associated with kidney failure.
Male Middle Aged Renal Insufficiency, Chronic Body Mass Index Proteinuria Female Aged Aged, 80 and over COVID-19 Adult Prognosis Retrospective Studies Renal Replacement Therapy Critical Illness Humans Machine Learning
View on PubMed DOI

Artificial Intelligence for Unstructured Healthcare Data: Application to Coding of Patient Reporting of Adverse Drug Reactions.

Clinical pharmacology and therapeutics May 8, 2021
Adverse drug reaction (ADR) reporting is a major component of drug safety monitoring; its input will, however, only be optimized if systems can manage to deal with its tremendous flow of information, based primarily on unstructured text fields. The a...
Machine Learning Body Mass Index Age Factors Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Humans Sex Factors Clinical Coding Artificial Intelligence Adverse Drug Reaction Reporting Systems
View on PubMed DOI

The Prediction of Body Mass Index from Negative Affectivity through Machine Learning: A Confirmatory Study.

Sensors (Basel, Switzerland) Mar 29, 2021
This study investigates on the relationship between affect-related psychological variables and Body Mass Index (BMI). We have utilized a novel method based on machine learning (ML) algorithms that forecast unobserved BMI values based on psychological...
Overweight Humans Machine Learning Body Mass Index Algorithms Obesity
View on PubMed DOI

A model for obstructive sleep apnea detection using a multi-layer feed-forward neural network based on electrocardiogram, pulse oxygen saturation, and body mass index.

Sleep & breathing = Schlaf & Atmung Mar 22, 2021
PURPOSE: To develop and evaluate a model for obstructive sleep apnea (OSA) detection using an artificial neural network (ANN) based on the combined features of body mass index (BMI), electrocardiogram (ECG), and pulse oxygen saturation (SpO2).
Polysomnography Oximetry Electrocardiography Body Mass Index Models, Biological Sleep Apnea, Obstructive Oxygen Saturation Humans Neural Networks, Computer Female Adult Sensitivity and Specificity Male Middle Aged
View on PubMed DOI

Prediction of newborn's body mass index using nationwide multicenter ultrasound data: a machine-learning study.

BMC pregnancy and childbirth Mar 2, 2021
BACKGROUND: This study introduced machine learning approaches to predict newborn's body mass index (BMI) based on ultrasound measures and maternal/delivery information.
Humans Neural Networks, Computer Machine Learning Infant, Newborn Adult Ultrasonography, Prenatal Body Mass Index Predictive Value of Tests Prognosis Retrospective Studies Republic of Korea Pregnancy Female Body Size Birth Weight Prenatal Diagnosis Gestational Age Fetal Weight Pregnancy Trimester, Third Delivery, Obstetric
View on PubMed DOI

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients.

Scientific reports Feb 5, 2021
Patients with severe COVID-19 have overwhelmed healthcare systems worldwide. We hypothesized that machine learning (ML) models could be used to predict risks at different stages of management and thereby provide insights into drivers and prognostic m...
Critical Care Sex Factors ROC Curve Intensive Care Units Hypertension Female Body Mass Index Risk Factors Age Factors Hospitalization Machine Learning Aged Aged, 80 and over Humans COVID-19 Male Prospective Studies Middle Aged Computer Simulation Respiration, Artificial Prognosis Comorbidity
View on PubMed DOI

Assessing Dry Weight of Hemodialysis Patients via Sparse Laplacian Regularized RVFL Neural Network with L-Norm.

BioMed research international Feb 4, 2021
Dry weight is the normal weight of hemodialysis patients after hemodialysis. If the amount of water in diabetes is too much (during hemodialysis), the patient will experience hypotension and shock symptoms. Therefore, the correct assessment of the pa...
Humans Neural Networks, Computer Machine Learning Female Aged Adult Male Middle Aged Renal Dialysis Body Mass Index Models, Statistical Blood Pressure Body Weight Body Weights and Measures
View on PubMed DOI
Popular Topics
Recent Journals