AIMC Topic: Body Mass Index
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Using Machine Learning and Artificial Intelligence to Predict Diabetes Mellitus among Women Population.
Current diabetes reviews
Jan 1, 2025
BACKGROUND: Diabetes Mellitus is a chronic health condition (long-lasting) due to inadequate control of blood levels of glucose. This study presents a prediction of Type 2 Diabetes Mellitus among women using various Machine Learning Algorithms deploy...
Machine learning-based clustering identifies obesity subgroups with differential multi-omics profiles and metabolic patterns.
Obesity (Silver Spring, Md.)
Nov 1, 2024
OBJECTIVE: Individuals living with obesity are differentially susceptible to cardiometabolic diseases. We hypothesized that an integrative multi-omics approach might improve identification of subgroups of individuals with obesity who have distinct ca...
Deep learning-based BMI inference from structural brain MRI reflects brain alterations following lifestyle intervention.
Human brain mapping
Feb 15, 2024
Obesity is associated with negative effects on the brain. We exploit Artificial Intelligence (AI) tools to explore whether differences in clinical measurements following lifestyle interventions in overweight population could be reflected in brain mor...
Assessment of Osteoprotegerin and Receptor Activator of Nf-Κb Ligand in Malaysian Male Patients with Chronic Obstructive Pulmonary Disease: A Cross-Sectional Study.
Revista de investigacion clinica; organo del Hospital de Enfermedades de la Nutricion
Jan 1, 2024
Background: Limited information exists regarding the pathophysiological interactions between osteoporosis and chronic obstructive pulmonary disease (COPD). Objective: To study the association of Osteoprotegerin (OPG) and receptor activator of nuclear...
Predicting Future Mobility Limitation in Older Adults: A Machine Learning Analysis of Health ABC Study Data.
The journals of gerontology. Series A, Biological sciences and medical sciences
May 5, 2022
BACKGROUND: Mobility limitation in older adults is common and associated with poor health outcomes and loss of independence. Identification of at-risk individuals remains challenging because of time-consuming clinical assessments and limitations of s...
New approach of prediction of recurrence in thyroid cancer patients using machine learning.
Medicine
Oct 22, 2021
Although papillary thyroid cancers are known to have a relatively low risk of recurrence, several factors are associated with a higher risk of recurrence, such as extrathyroidal extension, nodal metastasis, and BRAF gene mutation. However, predicting...
Thyroid Cancer, Papillary
Proto-Oncogene Proteins B-raf
Humans
Machine Learning
Algorithms
Prognosis
Female
Body Mass Index
Lymphatic Metastasis
Age Factors
Neoplasm Recurrence, Local
Iodine Radioisotopes
Male
Reproducibility of Results
Sex Factors
Middle Aged
Aged
Young Adult
Tumor Burden
Thyroidectomy
Adult
Thyroglobulin
Thyroid Neoplasms
Obesity as a Risk Factor for Accelerated Brain Ageing in First-Episode Psychosis-A Longitudinal Study.
Schizophrenia bulletin
Oct 21, 2021
BACKGROUND: Obesity is highly prevalent in schizophrenia, with implications for psychiatric prognosis, possibly through links between obesity and brain structure. In this longitudinal study in first episode of psychosis (FEP), we used machine learnin...
Can BMI be a predictor of perioperative complications in Head and Neck cancer surgery?
Polski przeglad chirurgiczny
Oct 20, 2021
<b>Introduction:</b> The effect of BMI on development of perioperative complications in head and neck cancer surgeries is not welldefined. </br></br> <b> Aim:</b> This study aims to evaluate the effect of body mass...
Early Prediction of Gestational Diabetes Mellitus in the Chinese Population via Advanced Machine Learning.
The Journal of clinical endocrinology and metabolism
Mar 8, 2021
CONTEXT: Accurate methods for early gestational diabetes mellitus (GDM) (during the first trimester of pregnancy) prediction in Chinese and other populations are lacking.
Bariatric surgery and hemodialysis: A case report of a patient with less 40 kilograms and without dialysis.
Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia
Jan 1, 2021
Obesity is an important risk factor for chronic kidney disease. Bariatric surgery (BS) may improve long-term kidney outcomes, but there is no agreement regarding the benefit and timing of BS in patients with end-stage renal disease. We present a 46-y...
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