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Endocrinology Subcategories: Diabetes Menopause Osteoporosis Steroids Thyroid

Showing 2794-2814 of 3,475 articles

Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment

Diabetic retinopathy (DR) is a leading cause of vision loss, requiring early and accurate assessme...

Mar 2025 http://arxiv.org/abs/2503.01248v3

Artificial Intelligence Versus Rules-Based Approach for Segmenting NonPerfusion Area in a DRCR Retina Network Optical Coherence Tomography Angiography Dataset.

PURPOSE: Loss of retinal perfusion is associated with both onset and worsening of diabetic retinopat...

Mar 2025 40062815

Using gut microbiome metagenomic hypervariable features for diabetes screening and typing through supervised machine learning.

Diabetes mellitus is a complex metabolic disorder and one of the fastest-growing global public healt...

Mar 2025 40063675

Personalized Causal Graph Reasoning for LLMs: A Case Study on Dietary Recommendations

Large Language Models (LLMs) effectively leverage common-sense knowledge for general reasoning, ye...

Feb 2025 http://arxiv.org/abs/2503.00134v1

Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions

Infections in Diabetic Foot Ulcers (DFUs) can cause severe complications, including tissue death a...

Feb 2025 http://arxiv.org/abs/2502.20277v1

RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering

Diabetic Macular Edema (DME), a prevalent complication among diabetic patients, constitutes a majo...

Feb 2025 http://arxiv.org/abs/2502.20224v2

GONet: A Generalizable Deep Learning Model for Glaucoma Detection

Glaucomatous optic neuropathy (GON) is a prevalent ocular disease that can lead to irreversible vi...

Feb 2025 http://arxiv.org/abs/2502.19514v1

A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs

Diabetic macular ischemia (DMI), marked by the loss of retinal capillaries in the macular area, co...

Feb 2025 http://arxiv.org/abs/2502.17886v1

Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations

Interpretability is crucial to enhance trust in machine learning models for medical diagnostics. H...

Feb 2025 http://arxiv.org/abs/2502.16697v1

Type 1 Diabetes Management using GLIMMER: Glucose Level Indicator Model with Modified Error Rate

Managing Type 1 Diabetes (T1D) demands constant vigilance as individuals strive to regulate their ...

Feb 2025 http://arxiv.org/abs/2502.14183v1

SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning

The Internet of Things (IoT) revolutionizes smart city domains such as healthcare, transportation,...

Feb 2025 http://arxiv.org/abs/2502.15762v1

Machine Learning for Everyone: Simplifying Healthcare Analytics with BigQuery ML

Machine learning (ML) transforms healthcare by enabling predictive analytics, personalized treatme...

Feb 2025 http://arxiv.org/abs/2502.07026v2

Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?

The advent of foundation models (FMs) is transforming medical domain. In ophthalmology, RETFound, ...

Feb 2025 http://arxiv.org/abs/2502.06289v1

Semantic Data Augmentation Enhanced Invariant Risk Minimization for Medical Image Domain Generalization

Deep learning has achieved remarkable success in medical image classification. However, its clinic...

Feb 2025 http://arxiv.org/abs/2502.05593v1

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators.

There is mounting interest in the possibility that metformin, indicated for glycemic control in type...

Feb 2025 39030720

PNL: a software to build polygenic risk scores using a super learner approach based on PairNet, a Convolutional Neural Network.

SUMMARY: Polygenic risk scores (PRSs) hold promise for early disease diagnosis and personalized trea...

Feb 2025 39951285

ASSESSMENT OF ARTIFICIAL INTELLIGENCE SOFTWARE FOR AUTOMATIC SCREENING OF DIABETIC RETINOPATHY BASED ON FUNDUS PHOTOGRAPHS IN MELANODERM SUBJECTS.

PURPOSE: To assess the Gaiha Prio Retino +™ Artificial Intelligence (AI) software for detecting diab...

Feb 2025 39437373

Non-Linear Dose-Response Relationship for Metformin in Japanese Patients With Type 2 Diabetes: Analysis of Irregular Longitudinal Data by Interpretable Machine Learning Models.

The dose-response relationship between metformin and change in hemoglobin A1c (HbA1c) shows a maximu...

Feb 2025 39908147

Endocrinology

Browse Categories

Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment

Artificial Intelligence Versus Rules-Based Approach for Segmenting NonPerfusion Area in a DRCR Retina Network Optical Coherence Tomography Angiography Dataset.

Using gut microbiome metagenomic hypervariable features for diabetes screening and typing through supervised machine learning.

Personalized Causal Graph Reasoning for LLMs: A Case Study on Dietary Recommendations

Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions

RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering

GONet: A Generalizable Deep Learning Model for Glaucoma Detection

A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs

Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations

Type 1 Diabetes Management using GLIMMER: Glucose Level Indicator Model with Modified Error Rate

SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning

Machine Learning for Everyone: Simplifying Healthcare Analytics with BigQuery ML

Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?

Semantic Data Augmentation Enhanced Invariant Risk Minimization for Medical Image Domain Generalization

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators.

PNL: a software to build polygenic risk scores using a super learner approach based on PairNet, a Convolutional Neural Network.

ASSESSMENT OF ARTIFICIAL INTELLIGENCE SOFTWARE FOR AUTOMATIC SCREENING OF DIABETIC RETINOPATHY BASED ON FUNDUS PHOTOGRAPHS IN MELANODERM SUBJECTS.

Non-Linear Dose-Response Relationship for Metformin in Japanese Patients With Type 2 Diabetes: Analysis of Irregular Longitudinal Data by Interpretable Machine Learning Models.

Towards Transparent and Accurate Diabetes Prediction Using Machine Learning and Explainable Artificial Intelligence

Beyond Accuracy, SHAP, and Anchors -- On the difficulty of designing effective end-user explanations

Object Detection for Medical Image Analysis: Insights from the RT-DETR Model

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