AIMC Topic: Machine Learning

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Bridging the predictive divide: A hybrid early warning system for scalable and real-time dengue surveillance in LMICs.

Acta tropica Aug 5, 2025
The global resurgence of dengue presents an ongoing challenge for public health systems, particularly in low- and middle-income countries (LMICs) where conventional early warning systems (EWS) often suffer from reporting delays and under-detection. W...
Machine Learning Retrospective Studies Brazil Humans Seroepidemiologic Studies Disease Outbreaks Epidemiological Monitoring Malaysia Dengue Developing Countries Vietnam
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Machine Learning-Enhanced Calculation of Quantum-Classical Binding Free Energies.

Journal of chemical theory and computation Aug 5, 2025
Binding free energies are key elements in understanding and predicting the strength of protein-drug interactions. While classical free energy simulations yield good results for many purely organic ligands, drugs, including transition metal atoms, oft...
Ligands Thermodynamics Humans Machine Learning Protein Binding Molecular Dynamics Simulation Quantum Theory
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Robust Quantum Reservoir Learning for Molecular Property Prediction.

Journal of chemical information and modeling Aug 5, 2025
Machine learning has been increasingly utilized in the field of biomedical research to accelerate the drug discovery process. In recent years, the emergence of quantum computing has led to the extensive exploration of quantum machine learning algorit...
Quantum Theory Machine Learning Algorithms Drug Discovery
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Development and interpretation of a machine learning risk prediction model for post-stroke depression in a Chinese population.

Scientific reports Aug 5, 2025
Current evidence for predictive models of post-stroke depression (PSD) risk based on machine learning (ML) remains limited. The aim of this study is to develop a superior predictive model based on ML algorithms for PSD in the Chinese population. We r...
Aged East Asian People Male Retrospective Studies Risk Assessment Humans Middle Aged Stroke Female China Machine Learning Risk Factors Depression Algorithms
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Transfer learning driven fake news detection and classification using large language models.

Scientific reports Aug 5, 2025
Today, the problem of using social media to spread false information is not only widespread but also quite serious. The extensive dissemination of fake news, regardless of whether it is produced by human beings or computer programs, has a negative im...
Machine Learning Algorithms Language Humans Deception Social Media Large Language Models
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Machine learning algorithms to predict the risk of admission to intensive care units in HIV-infected individuals: a single-centre study.

Virology journal Aug 5, 2025
Antiretroviral therapy (ART) has transformed HIV from a rapidly progressive and fatal disease to a chronic disease with limited impact on life expectancy. However, people living with HIV(PLWHs) faced high critical illness risk due to the increased pr...
Middle Aged Risk Assessment HIV Infections ROC Curve Hospitalization Adult Male Intensive Care Units Humans Female Neural Networks, Computer Risk Factors Machine Learning Algorithms
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Toward a fair, gender-debiased classifier for the diagnosis of attention deficit/hyperactivity disorder- a Machine-Learning based classification study.

BMC medical informatics and decision making Aug 5, 2025
BACKGROUND: Attention deficit/hyperactivity disorder (ADHD) is the most common neurodevelopmental disorder. Gender disparities in the diagnosis of ADHD have been reported, suggesting that females tend to be diagnosed later in life than males are. The...
Humans Machine Learning Child Sex Factors Female Attention Deficit Disorder with Hyperactivity Male Adolescent
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Enhancing pediatric distal radius fracture detection: optimizing YOLOv8 with advanced AI and machine learning techniques.

BMC medical imaging Aug 5, 2025
BACKGROUND: In emergency departments, residents and physicians interpret X-rays to identify fractures, with distal radius fractures being the most common in children. Skilled radiologists typically ensure accurate readings in well-resourced hospitals...
Radius Fractures Wrist Fractures Humans Machine Learning Female Child Radiographic Image Interpretation, Computer-Assisted Male Child, Preschool
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Association between albumin-corrected anion gap and delirium in acute pancreatitis: insights from the MIMIC-IV database.

BMC gastroenterology Aug 5, 2025
BACKGROUND: Delirium frequently occurs as a severe complication among patients with acute pancreatitis (AP), contributing to extended hospital stays, higher mortality rates, and lasting cognitive deficits. The pathogenesis of delirium in this setting...
Kaplan-Meier Estimate Serum Albumin Pancreatitis Acute Disease Delirium Proportional Hazards Models Acid-Base Equilibrium Female Aged Adult Male Middle Aged ROC Curve Machine Learning Databases, Factual Retrospective Studies Humans
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Machine learning models highlight environmental and genetic factors associated with the Arabidopsis circadian clock.

Nature communications Aug 5, 2025
The circadian clock of plants contributes to their survival and fitness. However, understanding clock function at the transcriptome level and its response to the environment requires assaying across high resolution time-course experiments. Generating...
Transcriptome Circadian Rhythm Circadian Clocks Environment Machine Learning Gene Expression Profiling Gene Expression Regulation, Plant Arabidopsis Proteins Arabidopsis
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