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Male - AI Medical Compendium

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Innovative machine learning approach for liver fibrosis and disease severity evaluation in MAFLD patients using MRI fat content analysis.

Clinical and experimental medicine Aug 5, 2025
This study employed machine learning models to quantitatively analyze liver fat content from MRI images for the evaluation of liver fibrosis and disease severity in patients with metabolic dysfunction-associated fatty liver disease (MAFLD). A total o...
Adult Sensitivity and Specificity Male Middle Aged Machine Learning Female Aged Liver Non-alcoholic Fatty Liver Disease Severity of Illness Index Fatty Liver Liver Cirrhosis Magnetic Resonance Imaging Humans
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Automated classification of skeletal malocclusion in German orthodontic patients.

Clinical oral investigations Aug 5, 2025
OBJECTIVES: Precisely diagnosing skeletal class is mandatory for correct orthodontic treatment. Artificial intelligence (AI) could increase efficiency during diagnostics and contribute to automated workflows. So far, no AI-driven process can differen...
Humans Neural Networks, Computer Deep Learning Germany Female Artificial Intelligence Adolescent Malocclusion Adult Machine Learning Child Cross-Sectional Studies Prospective Studies Cephalometry Male
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Subsecond Analysis of Locomotor Activity in Parkinsonian Mice.

eNeuro Aug 5, 2025
The degeneration of midbrain dopamine (DA) neurons disrupts the neural control of natural behavior, such as walking, posture, and gait in Parkinson's disease. While some aspects of motor symptoms can be managed by DA replacement therapies, others res...
Antiparkinson Agents Disease Models, Animal Mice, Inbred C57BL Levodopa Dopaminergic Neurons Parkinsonian Disorders Animals Locomotion Male Mice
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Leveraging deep learning for the detection of socially desirable tendencies in personnel selection: A proof-of-concept.

PloS one Aug 5, 2025
We propose a deep learning-based method for detecting Socially Desirable Responding (SDR)-the tendency for individuals to distort questionnaire responses to present themselves in a favorable light. Our objective is to showcase that such novel methods...
Proof of Concept Study Personnel Selection Humans Female Young Adult Adult Male Deep Learning Surveys and Questionnaires Personality
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Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study.

PloS one Aug 5, 2025
BACKGROUND: Angina pectoris, a comparatively common complaint among older adults, is a critical warning sign of underlying coronary heart disease. We aimed to develop machine learning-based models using multiple algorithms to predict and identify the...
Aged, 80 and over Male Logistic Models Support Vector Machine Independent Living Angina Pectoris Machine Learning Algorithms Female Aged Humans
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Natural language processing for kidney ultrasound analysis: correlating imaging reports with chronic kidney disease diagnosis.

Renal failure Aug 4, 2025
INTRODUCTION: Natural language processing (NLP) has been used to analyze unstructured imaging report data, yet its application in identifying chronic kidney disease (CKD) features from kidney ultrasound reports remains unexplored.
Ultrasonography Kidney Logistic Models Renal Insufficiency, Chronic Humans Male Natural Language Processing Female Middle Aged Aged Pilot Projects Adult
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Personalized colorectal cancer risk assessment through explainable AI and Gut microbiome profiling.

Gut microbes Aug 4, 2025
The clinical adenoma - carcinoma progression represents a well-established framework for understanding colorectal cancer (CRC) development, although the molecular mechanisms underlying this transition remain only partially understood. Increasing evid...
Bacteria Gastrointestinal Microbiome RNA, Ribosomal, 16S Adenoma Male Precision Medicine Middle Aged Humans Female Risk Assessment Artificial Intelligence Aged Machine Learning Colorectal Neoplasms
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Integrative transcriptomic analysis reveals oligodendrocyte lineage switching in multiple sclerosis.

Life science alliance Aug 4, 2025
Multiple sclerosis (MS) is a chronic disease of the central nervous system. The occurrence of MS is a phased process while its cause is still unclear. Here, by combining white matter single-nucleus transcriptomic datasets from MS and control samples,...
Humans Female Adult Animals Male Middle Aged Gene Expression Profiling Transcriptome White Matter Microglia Cell Lineage Cell Differentiation Oligodendrocyte Precursor Cells Multiple Sclerosis Oligodendroglia
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Comparison of machine learning algorithms for predicting length of stay in chronic kidney disease patients.

Computers in biology and medicine Aug 4, 2025
The length of stay (LOS) for patients in hospitals is crucial for workforce planning, resource allocation, and bed capacity management, impacting healthcare costs, future needs and financial planning. This study focuses on calculating the LOS for Chr...
Male Middle Aged Length of Stay Humans Renal Insufficiency, Chronic Algorithms Machine Learning Female Aged
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GAN and LSTM-based collaborative tremor classification approach for next generation healthcare system.

Computers in biology and medicine Aug 4, 2025
PURPOSE: To adopt different deep learning (DL) techniques for Essential tremor (ET) and Parkinson's tremor (PST) classification, a collaborative approach to address the misdiagnosis of healthy and PSD patients based on ET and PST's frequency patterns...
Humans Deep Learning Neural Networks, Computer Parkinson Disease Female Tremor Male Essential Tremor
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