AIMC Topic: Support Vector Machine

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Forecasting for Haditha reservoir inflow in the West of Iraq using Support Vector Machine (SVM).

PloS one Sep 6, 2024
Accurate inflow forecasting is an essential non-engineering strategy to guarantee flood management and boost the effectiveness of the water supply. As inflow is the primary reservoir input, precise inflow forecasting may also offer appropriate reserv...
Rivers Water Supply Support Vector Machine Forecasting Seasons Iraq
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Prediction of anhedonia in patients with first-episode schizophrenia using a Wavelet-ALFF-based Support vector regression model.

Neuroscience Sep 5, 2024
Anhedonia is one of the core features of the negative symptoms of schizophrenia and can be extremely burdensome. Our study applied resting-state functional magnetic resonance imaging (fMRI)-based support vector regression (SVR) to predict anhedonia i...
Schizophrenic Psychology Schizophrenia Female Anhedonia Young Adult Wavelet Analysis Adult Magnetic Resonance Imaging Brain Mapping Male Support Vector Machine Humans Brain
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Comparison review of image classification techniques for early diagnosis of diabetic retinopathy.

Biomedical physics & engineering express Sep 5, 2024
Diabetic retinopathy (DR) is one of the leading causes of vision loss in adults and is one of the detrimental side effects of the mass prevalence of Diabetes Mellitus (DM). It is crucial to have an efficient screening method for early diagnosis of DR...
Image Interpretation, Computer-Assisted Early Diagnosis Machine Learning Algorithms Deep Learning Image Processing, Computer-Assisted Support Vector Machine Decision Trees Humans Diabetic Retinopathy Neural Networks, Computer
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Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals.

IEEE journal of biomedical and health informatics Sep 5, 2024
Proper monitoring of anesthesia stages can guarantee the safe performance of clinical surgeries. In this study, different anesthesia stages were classified using near-infrared spectroscopy (NIRS) signals with machine learning. The cerebral hemodynami...
Female Monitoring, Intraoperative Young Adult Signal Processing, Computer-Assisted Support Vector Machine Male Adult Humans Middle Aged Spectroscopy, Near-Infrared Anesthesia
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Machine-learning-based prediction by stacking ensemble strategy for surgical outcomes in patients with degenerative cervical myelopathy.

Journal of orthopaedic surgery and research Sep 4, 2024
BACKGROUND: Machine learning (ML) is extensively employed for forecasting the outcome of various illnesses. The objective of the study was to develop ML based classifiers using a stacking ensemble strategy to predict the Japanese Orthopedic Associati...
Humans Machine Learning Forecasting Middle Aged Treatment Outcome Support Vector Machine Follow-Up Studies Female Aged Male Recovery of Function Cervical Vertebrae Spinal Cord Diseases
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Mathematical modeling and numerical simulation of supercritical processing of drug nanoparticles optimization for green processing: AI analysis.

PloS one Sep 4, 2024
In recent decades, unfavorable solubility of novel therapeutic agents is considered as an important challenge in pharmaceutical industry. Supercritical carbon dioxide (SCCO2) is known as a green, cost-effective, high-performance, and promising solven...
Artificial Intelligence Computer Simulation Solubility Temperature Models, Theoretical Green Chemistry Technology Nanoparticles Support Vector Machine Carbon Dioxide
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A machine learning-based prediction of hospital mortality in mechanically ventilated ICU patients.

PloS one Sep 4, 2024
BACKGROUND: Mechanical ventilation (MV) is vital for critically ill ICU patients but carries significant mortality risks. This study aims to develop a predictive model to estimate hospital mortality among MV patients, utilizing comprehensive health d...
Hospital Mortality Support Vector Machine Male Middle Aged Humans Respiration, Artificial Intensive Care Units Female Aged Machine Learning Databases, Factual Critical Illness
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Auxiliary diagnostic method of Parkinson's disease based on eye movement analysis in a virtual reality environment.

Neuroscience letters Sep 2, 2024
Eye movement dysfunction is one of the non-motor symptoms of Parkinson's disease (PD). An accurate analysis method for eye movement is an effective way to gain a deeper understanding of the nervous system function of PD patients. However, currently, ...
Virtual Reality Support Vector Machine Parkinson Disease Female Aged Male Middle Aged Eye-Tracking Technology Eye Movements Humans Machine Learning
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Genetic Artificial Hummingbird Algorithm-Support Vector Machine for Timely Power Theft Detection.

TheScientificWorldJournal Sep 2, 2024
Utilities face serious obstacles from power theft, which calls for creative ways to maintain income and improve operational effectiveness. This study presents a novel hybrid genetic artificial hummingbird algorithm-support vector machine classifier t...
Algorithms Support Vector Machine
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Exploration of the prediction and generation patterns of heterocyclic aromatic amines in roast beef based on Genetic Algorithm combined with Support Vector Regression.

Food chemistry Aug 31, 2024
Heterocyclic aromatic amines (HAAs) are harmful byproducts in food heating. Therefore, exploring the prediction and generation patterns of HAAs is of great significance. In this study, genetic algorithm (GA) and support vector regression (SVR) are us...
Animals Cattle Support Vector Machine Meat Meat Products Cooking Algorithms Amines Red Meat Hot Temperature Heterocyclic Compounds
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