AIMC Topic: Obesity
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Study of obesity research using machine learning methods: A bibliometric and visualization analysis from 2004 to 2023.
Medicine
Sep 6, 2024
BACKGROUND: Obesity, a multifactorial and complex health condition, has emerged as a significant global public health concern. Integrating machine learning techniques into obesity research offers great promise as an interdisciplinary field, particula...
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...
Then comes the robot. In theaters soon.
European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery
Nov 1, 2023
Automatic Chinese Food recognition based on a stacking fusion model.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2023
With commercialization of deep learning models, daily precision dietary record based on images from smartphones becomes possible. This study took advantage of Deep-learning techniques on visual recognition tasks and proposed a big-data-driven Deep-le...
Tracking of Nutritional Intake Using Artificial Intelligence.
Studies in health technology and informatics
May 18, 2023
In this short communication paper, we present the results we achieved for automated calorie intake measurement for patients with obesity or eating disorders. We demonstrate feasibility of applying deep learning based image analysis to a single pictur...
A Generic Semi-Supervised and Active Learning Framework for Biomedical Text Classification.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2022
Biomedical text classification requires having training examples labeled by clinical specialists, a process that can be costly. To address this problem, active learning incrementally selects a subset of the most informative unlabeled examples, sample...
Robot-Assisted Total Laparoscopic Hysterectomy in Different Classes of Obesity: A Cohort Study.
JSLS : Journal of the Society of Laparoendoscopic Surgeons
Jan 1, 2022
BACKGROUND AND OBJECTIVES: Robot-assisted laparoscopic hysterectomy is a safe and feasible approach in patients with higher body mass index (BMI). Slightly longer operating time in patients with high BMI did not result in higher complication or conve...
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...
The Role of Chronic Renal Disease on the Linking Obesity/Hypertension.
Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia
Jan 1, 2021
Obesity is accompanied by several disorders. This study investigated the role of chronic renal disease on the linking obesity/hypertension (HTN). It also considered the importance of visceral obesity on renal disease with or without HTN. One hundred ...
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