AIMC Topic: Female

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Automatic detection of cognitive events using machine learning and understanding models' interpretations of human cognition.

Scientific reports Aug 20, 2025
The pupillary response is a valuable indicator of cognitive workload, capturing fluctuations in attention and arousal governed by the autonomic nervous system. Cognitive events, defined as the initiation of mental processes, are closely linked to cog...
Emotions Young Adult Humans Memory, Short-Term Adult Pupil Machine Learning Attention Male Arousal Female Cognition
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A smart secure virtual reality immersive application for alzheimer's and dementia patients.

Scientific reports Aug 20, 2025
Alzheimer's disease (AD) poses significant challenges for the elderly, leading to cognitive decline, social isolation, and lower quality of life. Current interventions often require cumbersome wearable devices e.g. the camera-based monitoring that ma...
Humans Male Artificial Intelligence Quality of Life Female Alzheimer Disease Virtual Reality Aged Dementia Aged, 80 and over
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A development of machine learning models to preoperatively predict insufficient clinical improvement after total knee arthroplasty.

Journal of orthopaedic surgery and research Aug 20, 2025
BACKGROUND: Identifying patients unlikely to achieve meaningful improvement following total knee arthroplasty (TKA) supports more effective shared decision-making (SDM). This study aimed to develop and validate machine learning (ML) models that preop...
Female Aged Arthroplasty, Replacement, Knee Male Preoperative Period Middle Aged Osteoarthritis, Knee Minimal Clinically Important Difference Humans Machine Learning Treatment Outcome Retrospective Studies Predictive Value of Tests Range of Motion, Articular
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Stacking ensemble learning models diagnose pulmonary infections using host transcriptome data from metatranscriptomics.

Scientific reports Aug 20, 2025
The prompt diagnosis of pulmonary infections with unknown etiology in patients in severe condition remains a challenge due to the lack of rapid and effective diagnostic methods. While metatranscriptomic sequencing offers a powerful approach, its clin...
Humans Machine Learning Female Male Middle Aged Gene Expression Profiling Transcriptome Respiratory Tract Infections Bronchoalveolar Lavage Fluid Ensemble Learning
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Determination of miRNA in tear extracellular vesicles significantly associated with treatment-requiring retinopathy of prematurity: a pilot study.

Scientific reports Aug 20, 2025
Retinopathy of prematurity (ROP) develops in some premature infants and may be characterized by permanent severe retinal damage necessitating early detection and prompt treatment. The purpose of this study was to investigate whether specific miRNAs i...
Male Pilot Projects Extracellular Vesicles Humans MicroRNAs Biomarkers Vascular Endothelial Growth Factor A Female Tears Infant, Newborn Infant, Premature Retinopathy of Prematurity
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Unsupervised clustering of biochemical markers reveals health profiles associated with function and survival in active aging.

Scientific reports Aug 20, 2025
This study explores the relationships between biochemical phenotypes identified using machine learning, and key health outcomes, including body composition, physical function, and mortality risk. Data were collected from 536 physically active Spanish...
Exercise Cluster Analysis Body Composition Proportional Hazards Models Aged Aged, 80 and over Male Aging Humans Biomarkers Female
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A study on the effectiveness of machine learning models for hepatitis prediction.

Scientific reports Aug 20, 2025
Hepatitis continues to be a major global health challenge, leading to high morbidity and mortality rates. Despite advances in diagnosis and treatment, early prediction of hepatitis outcomes remains an essential area for improvement. This study seeks ...
Adult Male Middle Aged Support Vector Machine Algorithms Female Aged Hepatitis Humans Neural Networks, Computer Machine Learning
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Entropy-based risk network identification in adolescent self-injurious behavior using machine learning and network analysis.

Translational psychiatry Aug 20, 2025
Adolescent Self-Injurious Behavior (SIB) is a significant global public health issue, with a lifetime prevalence rate of approximately 13.7%. As awareness of SIB rises, there is an urgent need for effective prediction mechanisms to enable early ident...
Risk Factors Male Risk Assessment Anxiety Humans Machine Learning Female Attention Deficit Disorder with Hyperactivity Child Loneliness Adolescent Behavior Bullying Self-Injurious Behavior Entropy China Depression Adolescent
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Machine learning model for early diagnosis of breast cancer based on PiRNA expression with CA153.

Scientific reports Aug 20, 2025
PIWI-interacting RNAs (piRNAs) have been implicated in the biological processes of various cancers. This study aimed to investigate the diagnostic potential of circulating piRNAs in breast cancer (BC) using machine learning (ML) frameworks. A serum t...
Gene Expression Regulation, Neoplastic Humans Machine Learning Algorithms Early Detection of Cancer Female RNA, Small Interfering Adult Breast Neoplasms Piwi-Interacting RNA Biomarkers, Tumor Middle Aged
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Personalized blood glucose prediction in type 1 diabetes using meta-learning with bidirectional long short term memory-transformer hybrid model.

Scientific reports Aug 20, 2025
Personalized blood glucose (BG) prediction in Type 1 Diabetes (T1D) is challenged by significant inter-patient heterogeneity. To address this, we propose BiT-MAML, a hybrid model combining a Bidirectional LSTM-Transformer with Model-Agnostic Meta-Lea...
Male Blood Glucose Diabetes Mellitus, Type 1 Long Short Term Memory Humans Machine Learning Precision Medicine Female
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