AIMC Topic: Machine Learning

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Neural network prediction model based on Levy flight and natural biomimetic technology for its application in cancer prediction.

PloS one Jun 25, 2025
Precise forecasting of cancer outcomes is essential for medical professionals to assess the well-being of patients and develop customized therapeutic plans. Despite its importance, achieving precise forecasts remains a formidable challenge. To tackle...
Neoplasms Humans Biomimetics Neural Networks, Computer Machine Learning Algorithms Prognosis
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Personalized machine learning models for noninvasive hypoglycemia detection in people with type 1 diabetes using a smartwatch: Insights into feature importance during waking and sleeping times.

PloS one Jun 25, 2025
Hypoglycemia is a major challenge for people with diabetes. Therefore, glycemic monitoring is an important aspect of diabetes management. However, current methods such as finger pricking and continuous glucose monitoring systems (CGMS) are invasive, ...
Blood Glucose Self-Monitoring Sleep Diabetes Mellitus, Type 1 Hypoglycemia Wakefulness Machine Learning Algorithms Female Humans Middle Aged Young Adult Wearable Electronic Devices Adult Blood Glucose Male
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Statistical and machine learning models for predicting university dropout and scholarship impact.

PloS one Jun 25, 2025
Although student dropout is an inevitable aspect of university enrollment, when analyzed, universities can gather information which enables them to take preventative actions that mitigate dropout risk. We study a data set consisting of 4,424 records ...
Machine Learning Female Young Adult Adult Male Students Humans Fellowships and Scholarships Student Dropouts Universities Models, Statistical Portugal
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Demographic forecast modelling using SSA-XGBoost for smart population management based on multi-sources data.

PloS one Jun 25, 2025
Population prediction could provide effective data support for social and economic planning and decision-making, especially for the sub-national population forecasting accurately. In addition to realizing efficient smart population management, this r...
Demography Boosting Machine Learning Algorithms Cell Phone Machine Learning Algorithms Forecasting Female Humans Male Population Dynamics
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The impact and return-on-investment of evidence-based practice in conservation and environmental management: A machine learning-assisted scoping review protocol.

PloS one Jun 25, 2025
Evidence-based Practice (EBP) is a vital principle, with its origins in the 1970s, that has transformed the disciplines of medicine and healthcare. The use of best available evidence to inform decisions and best practice has since spread across other...
Evidence-Based Practice Scoping Review as Topic Humans Machine Learning Conservation of Natural Resources
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Application of IRSA-BP neural network in diagnosing diabetes.

PloS one Jun 25, 2025
Within the healthcare sector, the application of machine learning is gaining prominence, notably enhancing the efficiency and precision of diagnostic procedures. This study focuses on this key area of diabetes prediction and aims to develop an innova...
Diabetes Mellitus Humans Neural Networks, Computer Machine Learning Algorithms
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Online continuous learning of users suicidal risk on social media.

Artificial intelligence in medicine Jun 24, 2025
Suicide is a tragedy for family and society. With social media becoming an integral part of people's life nowadays, assessing suicidal risk based on one's social media behavior has drawn increasing research attentions. The majority of the works train...
Suicide Social Media Risk Assessment Humans Suicide Prevention Machine Learning Suicidal Ideation
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Construction of a novel online calculator for prediction of osteoporosis risk in Chinese type 2 diabetes patients.

Experimental gerontology Jun 24, 2025
BACKGROUND: Type 2 diabetes (T2D) has been established as an independent risk factor for osteoporosis, often resulting in a poor prognosis. Thus, it is crucial for clinicians to diagnose osteoporosis in diabetic patients. This study aimed to develop ...
Aged Male Middle Aged Osteoporosis Humans Female Logistic Models Neural Networks, Computer Risk Factors Support Vector Machine Machine Learning East Asian People Retrospective Studies Risk Assessment China Diabetes Mellitus, Type 2
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Disrupted functional topology of the white matter connectome in rhegmatogenous retinal detachment: insights from graph theory and machine learning.

Neuroreport Jun 24, 2025
BACKGROUND: Rhegmatogenous retinal detachment (RRD) is known to induce functional alterations in the gray matter regions associated with vision. However, the impact of RRD on the white matter (WM) connectome remains largely unexplored.
Brain Female Adult Humans Machine Learning Magnetic Resonance Imaging White Matter Connectome Male Middle Aged Support Vector Machine Retinal Detachment
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Modeling Soil pH at regional scale using environmental covariates and machine learning algorithm.

Environmental monitoring and assessment Jun 24, 2025
Soil pH serves as a critical indicator of soil chemistry and fertility, and mapping its spatial distribution holds significant importance for effective crop management. Digital soil mapping (DSM) is a commonly employed method for making rapid and cos...
Hydrogen-Ion Concentration Environmental Monitoring Support Vector Machine Machine Learning Models, Chemical Algorithms Soil
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