AIMC Topic: Support Vector Machine

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Improving cancer detection through computer-aided diagnosis: A comprehensive analysis of nonlinear and texture features in breast thermograms.

PloS one May 29, 2025
Breast cancer is a significant health issue for women, characterized by its high rates of mortality and sickness. However, its early detection is crucial for improving patient outcomes. Thermography, which measures temperature variations between heal...
Neural Networks, Computer Machine Learning Algorithms Female Humans Breast Nonlinear Dynamics Thermography Fractals Breast Neoplasms Diagnosis, Computer-Assisted Support Vector Machine Early Detection of Cancer
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An automatic approach for the classification of lumpy skin disease in cattle.

Tropical animal health and production May 28, 2025
Lumpy Skin Disease (LSD) presents significant risks and economic challenges to global cattle farming. Effective and accurate classification of LSD is essential for managing the disease and reducing its impacts. Manual diagnosis is time-consuming, lab...
Machine Learning Support Vector Machine Lumpy Skin Disease Algorithms Animals Cattle
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Dual-energy CT combined with histogram parameters in the assessment of perineural invasion in colorectal cancer.

International journal of colorectal disease May 27, 2025
PURPOSE: The purpose is to evaluate the predictive value of dual-energy CT (DECT) combined with histogram parameters and a clinical prediction model for perineural invasion (PNI) in colorectal cancer (CRC).
Humans Retrospective Studies Tomography, X-Ray Computed Female Support Vector Machine Neoplasm Invasiveness Multivariate Analysis Peripheral Nerves Aged Male Adult Middle Aged Colorectal Neoplasms ROC Curve Logistic Models
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Easy and Fast Discrimination of Female Sand Flies from Species with Infrared Spectroscopy and Multivariate Analysis.

Analytical chemistry May 26, 2025
Accurate identification of sandfly species is critical for controlling and preventing the spread of visceral leishmaniasis, a major public health concern in Latin America. Morphological similarities between female and present a significant challeng...
Machine Learning Female Animals Support Vector Machine Spectroscopy, Fourier Transform Infrared Principal Component Analysis Multivariate Analysis Psychodidae
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IoT-enabled real-time health monitoring system for adolescent physical rehabilitation.

Scientific reports May 23, 2025
This study aims to develop an intelligent system leveraging Internet of Thing (IoT) technology to enhance the precision of youth physical training monitoring and improve training outcomes. A wearable device incorporating Micro Electro Mechanical Syst...
Monitoring, Physiologic Internet of Things Humans Algorithms Female Male Adolescent Wearable Electronic Devices Support Vector Machine
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Development and validation of a hypoxemia prediction model in middle-aged and elderly outpatients undergoing painless gastroscopy.

Scientific reports May 23, 2025
Hypoxemia is a common complication associated with anesthesia in painless gastroscopy. With the aging of the social population, the number of cases of hypoxemia among middle-aged and elderly patients is increasing. However, tools for predicting hypox...
Hypoxia Outpatients Gastroscopy Aged Aged, 80 and over Male Middle Aged Machine Learning ROC Curve Retrospective Studies Logistic Models Female Support Vector Machine Risk Factors Humans
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The value of radiomics features of white matter hyperintensities in diagnosing cognitive frailty: a study based on T2-FLAIR imaging.

BMC medical imaging May 22, 2025
BACKGROUND: White matter hyperintensities (WMHs) are closely associated with cognitive frailty (CF). This study aims to explore the potential diagnostic value of WMHs for CF based on radiomics approaches, thereby providing a novel methodology for the...
Humans Machine Learning Retrospective Studies Female Aged Aged, 80 and over White Matter Radiomics Male Middle Aged Cognitive Dysfunction Support Vector Machine Magnetic Resonance Imaging Frailty
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Preliminary Development of a Database for Detecting Active Mounting Behaviors Using Signals Acquired from IoT Collars in Free-Grazing Cattle.

Sensors (Basel, Switzerland) May 21, 2025
This study presents the development of a database for detecting active mounts, utilizing IoT collars equipped with Inertial Measurement Units (IMUs) installed on eight Holstein Friesian cows, along with video recordings from a long-range PTZ camera m...
Accelerometry Cattle Support Vector Machine Video Recording Behavior, Animal Algorithms Databases, Factual Animals
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Non-invasive prediction of DCE-MRI radiomics model on CCR5 in breast cancer based on a machine learning algorithm.

Cancer biomarkers : section A of Disease markers May 21, 2025
BackgroundNon-invasive methods with universal prognostic guidance for detecting breast cancer (BC) survival biomarkers need to be further explored.ObjectiveThis study aimed to investigate C-C motif chemokine receptor type 5 (CCR5) prognosis value in ...
Dynamic Contrast Enhanced Magnetic Resonance Imaging Breast Neoplasms Prognosis Middle Aged Humans Female Radiomics Support Vector Machine Machine Learning Aged Biomarkers, Tumor Contrast Media Algorithms Adult Receptors, CCR5
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Decision support system based on ensemble models in distinguishing epilepsy types.

Epilepsy & behavior : E&B May 17, 2025
This study aimed to classify patients' focal (frontal, temporal, parietal, occipital), multifocal, and generalized epileptiform activities based on EEG findings using artificial intelligence models. The study included 575 patients followed in the Neu...
Retrospective Studies Female Young Adult Adult Humans Male Electroencephalography Machine Learning Middle Aged Epilepsy Adolescent Epilepsies, Partial Support Vector Machine Epilepsy, Generalized
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