Endocrinology

Latest AI and machine learning research in endocrinology for healthcare professionals.

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[Characteristics of urinary organic acid metabolic profile and screening of key metabolic markers in patients with urolithiasis].

OBJECTIVE: To systematically compare the differences in urinary organic acid metabolic profiles between patients with urinary calculi and non-calculi individuals, to screen disease-specific characteristic metabolic biomarkers and key signaling pathways, and to elucidate the potential mechanism underlying the occurrence and progression of urinary calculi at the metabolic level, so as to provide a t...

Aug 18 2026 42493440

A comprehensive review on automated diabetic retinopathy detection and classification using fundus image.

PURPOSE: Diabetic Retinopathy (DR) is a vision-threatening complication in diabetic patients. It harms retinal vessels and may lead to blindness. Detection at an early stage and its classification can prevent the risk of vision loss. However, fundus image-based manual screening of DR is a time-consuming and complex process. METHODS: In recent years, many automated techniques for DR detection have ...

Aug 17 2026 42606724
Federated learning for MRI-based BrainAGE: A multicenter study on post-stroke functional outcome prediction.

OBJECTIVE: Brain-predicted age difference (BrainAGE) is a neuroimaging biomarker reflecting brain health, with potential implications for post-stroke ...

Aug 17 2026 42607977
Integrative Proteomics-Metabolomics Profiling of Umbilical Cord Plasma With Machine Learning Reveals Candidate Biomarkers for Gestational Diabetes Mellitus.

BACKGROUND: Gestational diabetes mellitus (GDM) is a common pregnancy complication, yet its molecular mechanisms remain incompletely understood. This ...

Aug 17 2026 42608332
Identification of Erectile Dysfunction From Routine Blood Test Data: Development and Validation of a Machine Learning-Based Prediction Model.

BACKGROUND: Erectile dysfunction (ED) is a prevalent male health disorder and a recognized sentinel marker for cardiovascular disease. Current diagnos...

Aug 14 2026 42599050
Automated detection of proliferative & non-proliferative diabetic retinopathy using near-infrared and OCT imaging.

PURPOSE: Diabetic retinopathy, a major cause of blindness in working-age individuals, advances without adequate recognition and treatment from non-pro...

Aug 14 2026 42599314
Detecting and Mitigating AI Bias in Health Care: Development and Validation of a Unified Multistage Framework.

BACKGROUND: AI-driven clinical systems can improve diagnosis, prognosis, and resource allocation, but they may reproduce disparities encoded in histor...

Aug 14 2026 42600144
What predicts prolonged length of stay after surgery for cervical spondylotic myelopathy? A QOD CSM study.

OBJECTIVE: Cervical spondylotic myelopathy (CSM) is a leading cause of spinal cord dysfunction requiring surgical intervention. Prolonged length of st...

Aug 14 2026 42600185
Bibliometrics and visualization analysis: Big data research on diabetic kidney disease from 2000 to 2025.

BACKGROUND: As the prevalence of diabetes rises, diabetic kidney disease (DKD) has become a leading cause of end-stage renal disease. Big data analysi...

Aug 14 2026 42601682
Clinical value of artificial intelligence ultrasound-assisted diagnostic system in the differential diagnosis of benign and malignant thyroid nodules: A retrospective case-control study.

Accurately distinguishing the benign thyroid nodules (BTNs) and malignant thyroid nodules (MTNs) is crucial for treatment planning and prognosis. This...

Aug 14 2026 42601685
Use of artificial intelligence for medication adherence assessment in patients with type 2 diabetes: an exploratory study in Morocco using ChatGPT and the validated general medication adherence scale.

OBJECTIVES: Medication adherence remains a major challenge in the management of type 2 diabetes (T2D), especially in middle-income countries such as M...

Aug 14 2026 42595694
Advancements in magnetic resonance imaging and magnetic resonance-driven techniques for evaluating pituitary macroadenoma consistency: current progress and future perspectives.

Pituitary macroadenomas (PMAs) are among the most common intracranial tumors and pose significant surgical challenges, especially when the tumor consi...

Aug 13 2026 42592593
Artificial Intelligence in Thyroid Nodules and Cancer: Clinical Validation and Real-World Performance.

Thyroid nodules are detected in a large proportion of adults undergoing high-resolution ultrasonography, yet only a minority harbor clinically signifi...

Aug 13 2026 42593783
A two-stage deep learning referral system with progressive training for diabetic retinopathy screening and severity grading.

Diabetic Retinopathy (DR) affects millions of people worldwide, but screening at population-scale is still limited by the lack of specialists and the ...

Aug 13 2026 42594579
FireMaster 550 Differentially Alters Gene Expression Underlying Synaptic Function in Amygdala of Prairie Voles After Gestational or Lactational Exposure.

Neurodevelopmental disorders often share similar behavioral diagnostic criteria including socioemotional and cognitive deficits. The prairie vole is a...

Aug 13 2026 42595055
Artificial intelligence-driven transformation in the management of atypia of undetermined significance (AUS) thyroid nodules.

Atypia of undetermined significance (AUS) thyroid nodules account for 10-30% of thyroid fine-needle aspiration (FNA) cytology results, with a malignan...

Aug 13 2026 42595195
Identification of weight loss predictors using machine learning approaches in adolescents with obesity.

BACKGROUND: Despite the effectiveness of lifestyle multidisciplinary (LMD) weight loss interventions in pediatric obesity, outcomes remain variable be...

Aug 13 2026 42595823
Shedding light on neural learning to rank models for anticancer drug prioritization.

Learning to Rank (LeToR) methods have gained increasing attention in drug response prediction, offering a direct way to prioritize effective treatment...

Aug 13 2026 42594139
Metabolic signatures and machine learning identify gut-liver-heart axis dysfunction as a potential link to major adverse cardiovascular events in coronary artery disease.

BACKGROUND: Traditional risk factors do not fully account for the residual cardiometabolic risk of major adverse cardiovascular events (MACE) in coron...

Aug 12 2026 42581394
MINPP1, HES4 and SLCO5A1 as core signature genes mediating the effects of type 2 diabetes on coronary artery bypass grafting.

PURPOSE: This study aimed to identify the signature genes that mediate the effects of type 2 diabetes (T2D) on coronary artery bypass grafting (CABG),...

Aug 12 2026 42586373
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