Primary Care

Diet & Nutrition

Latest AI and machine learning research in diet & nutrition for healthcare professionals.

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MineAgent: Towards Remote-Sensing Mineral Exploration with Multimodal Large Language Models

Remote-sensing mineral exploration is critical for identifying economically viable mineral deposit...

NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning

Diet plays a critical role in human health, yet tailoring dietary reasoning to individual health c...

Streamlining Systematic Reviews: A Novel Application of Large Language Models

Systematic reviews (SRs) are essential for evidence-based guidelines but are often limited by the ...

CaLoRAify: Calorie Estimation with Visual-Text Pairing and LoRA-Driven Visual Language Models

The obesity phenomenon, known as the heavy issue, is a leading cause of preventable chronic diseas...

An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation

Reliable prediction of pediatric obesity can offer a valuable resource to providers, helping them ...

Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning

Osteoporosis is a widespread and chronic metabolic bone disease that often remains undiagnosed and...

Purrfessor: A Fine-tuned Multimodal LLaVA Diet Health Chatbot

This study introduces Purrfessor, an innovative AI chatbot designed to provide personalized dietar...

Learning genotype-phenotype associations from gaps in multi-species sequence alignments.

Understanding the genetic basis of phenotypic variation is fundamental to biology. Here we introduce...

Nov 2024 39976386
Machine learning-based clustering identifies obesity subgroups with differential multi-omics profiles and metabolic patterns.

OBJECTIVE: Individuals living with obesity are differentially susceptible to cardiometabolic disease...

Nov 2024 39497627
Influence of vitamin D and calcium-sensing receptor gene variants on calcium metabolism in end-stage renal disease: insights from machine learning analysis.

OBJECTIVE: End-stage renal disease (ESRD) commonly manifests with disrupted calcium balance, leading...

Nov 2024 39624014
Study of obesity research using machine learning methods: A bibliometric and visualization analysis from 2004 to 2023.

BACKGROUND: Obesity, a multifactorial and complex health condition, has emerged as a significant glo...

Sep 2024 39252327
Towards an Accessible, Noninvasive Micronutrient Status Assessment Method: A Comprehensive Review of Existing Techniques

Nutrients are critical to the functioning of the human body and their imbalance can result in detr...

Navigating Weight Prediction with Diet Diary

Current research in food analysis primarily concentrates on tasks such as food recognition, recipe...

Can we screen opportunistically for low bone mineral density using CT scans of the shoulder and artificial intelligence?

OBJECTIVE: To evaluate whether the CT attenuation of bones seen on shoulder CT scans could be used t...

Aug 2024 38837337
Precision Nutrition Management in Continuous Care: Leveraging AI for User-Reported Dietary Data Analysis.

A As health technology advances, this study aims to develop an innovative nutritional intake managem...

Jul 2024 39049264
Calorie Burn Estimation in Community Parks Through DLICP: A Mathematical Modelling Approach

Community parks play a crucial role in promoting physical activity and overall well-being. This st...

Effects of vitamin D supplementation on a deep learning-based mammographic evaluation in SWOG S0812.

Deep learning-based mammographic evaluations could noninvasively assess response to breast cancer ch...

Jul 2024 38814817
MedDietAgent: An AI-based Mobile App for Harmonizing Individuals' Dietary Choices with the Mediterranean Diet Pattern.

Recently, there has been an increasing interest in applying technological advances to offer specific...

Jul 2024 40039277
Prediction of Low Bone Mass for Japanese Female Athletes Using Machine Learning.

Attainment of optimal bone mineral density (BMD) in female athletes is a very important aspect of en...

Jul 2024 40040059
Weighted Sum of Segmented Correlation: An Efficient Method for Spectra Matching in Hyperspectral Images

Matching a target spectrum with known spectra in a spectral library is a common method for materia...

GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping

Machine Learning (ML) for Mineral Prospectivity Mapping (MPM) remains a challenging problem as it ...

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