AIMC Topic: Female

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Deep-Learning-Based Disease Classification in Patients Undergoing Cine Cardiac MRI.

Journal of magnetic resonance imaging : JMRI Oct 1, 2024
BACKGROUND: Automated approaches may allow for fast, reproducible clinical assessment of cardiovascular diseases from MRI.
Adult Sensitivity and Specificity Male Middle Aged Retrospective Studies Female Reproducibility of Results Aged Image Interpretation, Computer-Assisted Cardiomyopathy, Hypertrophic Myocardial Ischemia Magnetic Resonance Imaging, Cine Cardiomyopathy, Dilated Deep Learning Image Processing, Computer-Assisted Heart Heart Ventricles Humans Algorithms
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Machine Learning-Based Clustering Using a 12-Lead Electrocardiogram in Patients With a Implantable Cardioverter Defibrillator to Identify Future Ventricular Arrhythmia.

Circulation journal : official journal of the Japanese Circulation Society Oct 1, 2024
BACKGROUND: Implantable cardioverter defibrillators (ICDs) reduce mortality associated with ventricular arrhythmia in high-risk patients with cardiovascular disease. Machine learning (ML) approaches are promising tools in arrhythmia research; however...
Retrospective Studies Female Aged Male Middle Aged Humans Machine Learning Defibrillators, Implantable Electrocardiography Cluster Analysis Arrhythmias, Cardiac Tachycardia, Ventricular
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Development of the machine learning model that is highly validated and easily applicable to predict radiographic knee osteoarthritis progression.

Journal of orthopaedic research : official publication of the Orthopaedic Research Society Oct 1, 2024
Many models using the aid of artificial intelligence have been recently proposed to predict the progression of knee osteoarthritis. However, previous models have not been properly validated with an external data set or have reported poor predictive p...
Female Aged Male Middle Aged Humans Osteoarthritis, Knee Disease Progression Machine Learning Retrospective Studies Radiography
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Using machine learning modeling to identify childhood abuse victims on the basis of personality inventory responses.

Journal of psychiatric research Oct 1, 2024
Trauma is very common and associated with significant co-morbidity world-wide, particularly PTSD and frequently other mental health disorders. However, it can be challenging to identify victims of abuse as self-reports can be difficult to elicit due ...
Female Male Adolescent Humans Machine Learning Child Child Abuse Personality Inventory
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Development of learning-based predictive models for radiation-induced atrial fibrillation in non-small cell lung cancer patients by integrating patient-specific clinical, dosimetry, and diagnostic information.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Oct 1, 2024
BACKGROUND AND PURPOSE: Radiotherapy (RT) in non-small cell lung cancer (NSCLC) can induce cardiac adverse events, including atrial fibrillation (AF), despite advanced RT. This study integrates patient-specific information to develop learning-based m...
Middle Aged Deep Learning Lung Neoplasms Carcinoma, Non-Small-Cell Lung Chemoradiotherapy Radiation Injuries Atrial Fibrillation Radiotherapy Dosage Machine Learning Humans Female Aged Male
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Multi-instance learning for identifying high-risk subregions associated with synchronous distant metastasis in clear cell renal cell carcinoma.

Medical physics Oct 1, 2024
BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is one of the most common histological subtypes of renal tumors.
Support Vector Machine Neoplasm Metastasis Kidney Neoplasms Risk Carcinoma, Renal Cell Adult Male Middle Aged Image Processing, Computer-Assisted Machine Learning Tomography, X-Ray Computed Female Aged Humans
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Machine learning and radiomics for ventricular tachyarrhythmia prediction in hypertrophic cardiomyopathy: insights from an MRI-based analysis.

Acta radiologica (Stockholm, Sweden : 1987) Oct 1, 2024
BACKGROUND: Myocardial fibrosis is often detected in patients with hypertrophic cardiomyopathy (HCM), which causes left ventricular (LV) dysfunction and tachyarrhythmias.
Contrast Media Magnetic Resonance Imaging Predictive Value of Tests Cardiomyopathy, Hypertrophic Adult Radiomics Male Middle Aged Tachycardia, Ventricular Magnetic Resonance Imaging, Cine Machine Learning Retrospective Studies Female Humans
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Preoperative markers for identifying CT ≤2 cm solid nodules of lung adenocarcinoma based on image deep learning.

Thoracic cancer Oct 1, 2024
BACKGROUND: The solid pattern is a highly malignant subtype of lung adenocarcinoma. In the current era of transitioning from lobectomy to sublobar resection for the surgical treatment of small lung cancers, preoperative identification of this subtype...
Retrospective Studies Tomography, X-Ray Computed Preoperative Period Female Male Humans Aged Adenocarcinoma of Lung Middle Aged Prognosis Deep Learning Lung Neoplasms
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Machine learning models based on CT radiomics features for distinguishing benign and malignant vertebral compression fractures in patients with malignant tumors.

Acta radiologica (Stockholm, Sweden : 1987) Oct 1, 2024
BACKGROUND: Radiomics has become an important tool for distinguishing benign and malignant vertebral compression fractures (VCFs). It is more clinically significant to concentrate on patients who have malignant tumors and differentiate between benign...
Diagnosis, Differential Spinal Neoplasms Spinal Fractures Fractures, Compression Adult Radiomics Male Humans Middle Aged Machine Learning Tomography, X-Ray Computed Retrospective Studies Female Aged Aged, 80 and over
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Machine-Learning Application for Predicting Metabolic Dysfunction-Associated Steatotic Liver Disease Using Laboratory and Body Composition Indicators.

Archives of Iranian medicine Oct 1, 2024
BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) represents a significant global health burden without established curative therapies. Early detection and preventive strategies are crucial for effective MASLD management. T...
Non-alcoholic Fatty Liver Disease Middle Aged Iran ROC Curve Female Logistic Models Risk Factors Body Mass Index Adult Male Predictive Value of Tests Humans Area Under Curve Machine Learning Bayes Theorem Algorithms Body Composition Prospective Studies
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