AIMC Topic: Female

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Stratification of Early Arrhythmic Risk in Patients Admitted for Acute Coronary Syndrome: The Role of the Machine Learning-Derived "PRAISE Score".

Clinical cardiology Dec 1, 2024
BACKGROUND: The PRAISE (PRedicting with Artificial Intelligence riSk aftEr acute coronary syndrome) score is a machine learning-based model for predicting 1-year adverse cardiovascular or bleeding events in patients with acute coronary syndrome (ACS)...
Middle Aged Female Humans Risk Assessment Machine Learning Risk Factors Time Factors Prospective Studies Aged ROC Curve Prognosis Male Predictive Value of Tests Atrial Fibrillation Acute Coronary Syndrome
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Explainable Machine Learning Predictions for the Benefit From Chemotherapy in Advanced Non-Small Cell Lung Cancer Without Available Targeted Mutations.

The clinical respiratory journal Dec 1, 2024
BACKGROUND: Non-small cell lung cancer (NSCLC) is a global health challenge. Chemotherapy remains the standard therapy for advanced NSCLC without mutations, but drug resistance often reduces effectiveness. Developing more effective methods to predict...
Aged Carcinoma, Non-Small-Cell Lung Adult Humans Mutation Male Machine Learning Lymphocytes Prognosis Middle Aged Retrospective Studies China Female Lung Neoplasms Antineoplastic Combined Chemotherapy Protocols Neutrophils
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Monitoring Over Time of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Patients Through an Ensemble Vision Transformers-Based Model.

Cancer medicine Dec 1, 2024
BACKGROUND: Morphological and vascular characteristics of breast cancer can change during neoadjuvant chemotherapy (NAC). Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI)-acquired pre- and mid-treatment quantitatively capture informatio...
Chemotherapy, Adjuvant Deep Learning Treatment Outcome Neoadjuvant Therapy Humans Magnetic Resonance Imaging Female Aged Adult Breast Neoplasms Middle Aged
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The TabNet Model for Diagnosing Axial Spondyloarthritis Using MRI Imaging Findings and Clinical Risk Factors.

International journal of rheumatic diseases Dec 1, 2024
OBJECTIVES: The aim of this study is to develop and validate a model for predicting axial spondyloarthritis (axSpA) based on sacroiliac joint (SIJ)-MRI imaging findings and clinical risk factors.
Humans Neural Networks, Computer Machine Learning Decision Support Techniques Female Reproducibility of Results Risk Factors Predictive Value of Tests Adult Image Interpretation, Computer-Assisted Male Sacroiliac Joint Middle Aged Axial Spondyloarthritis Magnetic Resonance Imaging
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Prognostic Effect of Trigeminal Neuralgia Treated With Percutaneous Balloon Compression by Machine Learning-based Modeling of Radiomic Morphological Features.

Pain physician Dec 1, 2024
BACKGROUND: Trigeminal neuralgia (TN) is defined as spontaneous pain in the region of the trigeminal nerve that seriously affects a patient's quality of life. Percutaneous balloon compression of the trigeminal ganglion is a simple and reproducible su...
Trigeminal Neuralgia Humans Machine Learning Prognosis Retrospective Studies Radiomics Male Middle Aged Female Aged
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Visual analogue scale foot and ankle vs. short-form 36 quality of life scores: artificial intelligence using machine learning analysis with an external validation.

European review for medical and pharmacological sciences Dec 1, 2024
OBJECTIVE: We aimed to utilize artificial intelligence (AI) via machine learning (ML) to analyze the relationship between visual analogue scale foot and ankle (VASFA) and short-form 36 (SF-36) quality of life scores and determine AI's performance ove...
Quality of Life Foot Ankle Visual Analog Scale Female Humans Adult Artificial Intelligence Male Machine Learning Middle Aged
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Evaluating the Cumulative Benefit of Inspiratory CT, Expiratory CT, and Clinical Data for COPD Diagnosis and Staging through Deep Learning.

Radiology. Cardiothoracic imaging Dec 1, 2024
Purpose To measure the benefit of single-phase CT, inspiratory-expiratory CT, and clinical data for convolutional neural network (CNN)-based chronic obstructive pulmonary disease (COPD) staging. Materials and Methods This retrospective study included...
Lung Deep Learning Spirometry Exhalation Aged Pulmonary Disease, Chronic Obstructive Male Middle Aged Inhalation Humans Retrospective Studies Tomography, X-Ray Computed Female
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Building a Risk Scoring Model for ARDS in Lung Adenocarcinoma Patients Using Machine Learning Algorithms.

Journal of cellular and molecular medicine Dec 1, 2024
Lung adenocarcinoma (LUAD), the predominant form of non-small-cell lung cancer, is frequently complicated by acute respiratory distress syndrome (ARDS), which increases mortality risks. Investigating the prognostic implications of ARDS-related genes ...
Prognosis Female Risk Factors Biomarkers, Tumor Male Humans Machine Learning Algorithms Respiratory Distress Syndrome Risk Assessment DNA Copy Number Variations Gene Expression Profiling Mutation Lung Neoplasms Adenocarcinoma of Lung Gene Expression Regulation, Neoplastic
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An evolving machine-learning-based algorithm to early predict response to anti-CGRP monoclonal antibodies in patients with migraine.

Cephalalgia : an international journal of headache Dec 1, 2024
BACKGROUND: The present study aimed to determine whether machine-learning (ML)-based models can predict 3-, 6, and 12-month responses to the monoclonal antibodies (mAbs) against the calcitonin gene-related peptide (CGRP) or its receptor (anti-CGRPmAb...
Calcitonin Gene-Related Peptide Calcitonin Gene-Related Peptide Receptor Antagonists Cohort Studies Treatment Outcome Migraine Disorders Antibodies, Monoclonal Humans Machine Learning Algorithms Prospective Studies Female Adult Male Middle Aged
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Automated Segmentation of Fetal Intracranial Volume in Three-Dimensional Ultrasound Using Deep Learning: Identifying Sex Differences in Prenatal Brain Development.

Human brain mapping Dec 1, 2024
The human brain undergoes major developmental changes during pregnancy. Three-dimensional (3D) ultrasound images allow for the opportunity to investigate typical prenatal brain development on a large scale. Transabdominal ultrasound can be challengin...
Humans Brain Deep Learning Pregnancy Imaging, Three-Dimensional Female Longitudinal Studies Male Sex Characteristics Ultrasonography, Prenatal Fetal Development
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