AIMC Topic: Support Vector Machine

Clear Filters Showing 361 to 370 of 4705 articles

Predictive efficacy of machine-learning algorithms on intrahepatic cholestasis of pregnancy based on clinical and laboratory indicators.

The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians Dec 3, 2024
OBJECTIVES: Intrahepatic cholestasis of pregnancy (ICP), a condition exclusive to pregnancy, necessitates prompt identification and intervention to improve the perinatal outcomes. This study aims to develop suitable machine-learning models for predic...
Case-Control Studies Support Vector Machine Predictive Value of Tests Cholestasis, Intrahepatic Pregnancy Complications Pregnancy Female Adult Algorithms Retrospective Studies Humans Neural Networks, Computer Machine Learning
View on PubMed DOI

Using three-dimensional fluorescence spectroscopy and machine learning for rapid detection of adulteration in camellia oil.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Dec 3, 2024
Camellia oil had been widely utilized in the realms of cooking, healthcare, and beauty. Nevertheless, merchants frequently adulterated pure camellia oil with low-priced oils to cut costs. This study was aimed at identifying the authenticity of camell...
Spectrometry, Fluorescence Least-Squares Analysis Discriminant Analysis Camellia Support Vector Machine Food Contamination Plant Oils Neural Networks, Computer Machine Learning
View on PubMed DOI

Smart agriculture: utilizing machine learning and deep learning for drought stress identification in crops.

Scientific reports Dec 3, 2024
Plant stress reduction research has advanced significantly with the use of Artificial Intelligence (AI) techniques, such as machine learning and deep learning. This is a significant step toward sustainable agriculture. Innovative insights into the ph...
Neural Networks, Computer Crops, Agricultural Stress, Physiological Droughts Deep Learning Agriculture Support Vector Machine Machine Learning Algorithms
View on PubMed DOI

Machine learning based workflow for (micro)plastic spectral reconstruction and classification.

Chemosphere Dec 3, 2024
With the advancement of artificial intelligence, it is foreseeable that computer-assisted identification of microplastics (MPs) will become increasingly widespread. Therefore, exploring a machine learning-based workflow to facilitate the identificati...
Neural Networks, Computer Support Vector Machine Workflow Microplastics Machine Learning Algorithms Environmental Monitoring
View on PubMed DOI

Cytokine profiles as predictors of HIV incidence using machine learning survival models and statistical interpretable techniques.

Scientific reports Dec 2, 2024
HIV remains a critical global health issue, with an estimated 39.9 million people living with the virus worldwide by the end of 2023 (according to WHO). Although the epidemic's impact varies significantly across regions, Africa remains the most affec...
Cytokines Female Adult Humans Machine Learning Support Vector Machine Proportional Hazards Models Male HIV Infections Incidence
View on PubMed DOI

Accurate prediction of colorectal cancer diagnosis using machine learning based on immunohistochemistry pathological images.

Scientific reports Dec 2, 2024
Colorectal cancer (CRC) ranks as the third most prevalent tumor and the second leading cause of mortality. Early and accurate diagnosis holds significant importance in enhancing patient treatment and prognosis. Machine learning technology and bioinfo...
Humans Proteomics Support Vector Machine Immunohistochemistry Colorectal Neoplasms Biomarkers, Tumor Computational Biology Machine Learning Algorithms
View on PubMed DOI

Machine learning and regression in the management of runoff in bauxite mines under rehabilitation.

Environmental science and pollution research international Dec 2, 2024
Accurate and reliable forecasting of monthly runoff considering several years of rehabilitation helps in planning and managing the water resources system of bauxite mining areas. A combination of linear regression models and artificial intelligence w...
Mining Aluminum Oxide Support Vector Machine Linear Models Machine Learning Environmental Monitoring
View on PubMed DOI

Diabetic retinopathy detection via deep learning based dual features integrated classification model.

Technology and health care : official journal of the European Society for Engineering and Medicine Dec 1, 2024
BackgroundThe primary recognition of diabetic retinopathy (DR) is a pivotal requirement to prevent blindness and vision impairment. This deadly condition is identified by highly qualified professionals by examining colored retinal images.ObjectiveThe...
Humans Diabetic Retinopathy Support Vector Machine Algorithms Fundus Oculi Deep Learning Image Interpretation, Computer-Assisted
View on PubMed DOI

The development of classification-based machine-learning models for the toxicity assessment of chemicals associated with plastic packaging.

Journal of hazardous materials Nov 30, 2024
Assessing chemical toxicity in materials like plastic packaging is critical to safeguarding public health. This study presents the development of classification-based machine learning models to predict the toxicity of chemicals associated with plasti...
Hazardous Substances Humans Support Vector Machine Product Packaging Machine Learning Plastics Toxicity Tests
View on PubMed DOI

Assessing the performance of machine learning algorithms for analyzing land use changes in the Hyrcanian forests of Iran.

Environmental science and pollution research international Nov 30, 2024
Land use changes are of critical importance in understanding and managing environmental sustainability and resource utilization. Machine learning algorithms (MLAs) have emerged as powerful tools for analyzing and predicting land use changes, offering...
Iran Conservation of Natural Resources Machine Learning Support Vector Machine Algorithms Forests Environmental Monitoring
View on PubMed DOI
Popular Topics
Recent Journals