AIMC Topic: Male

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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...
Middle Aged Mutation Female China Aged Lymphocytes Humans Adult Lung Neoplasms Neutrophils Machine Learning Male Antineoplastic Combined Chemotherapy Protocols Carcinoma, Non-Small-Cell Lung Prognosis Retrospective Studies
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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.
Reproducibility of Results Risk Factors Adult Male Neural Networks, Computer Machine Learning Decision Support Techniques Female Sacroiliac Joint Axial Spondyloarthritis Middle Aged Magnetic Resonance Imaging Predictive Value of Tests Image Interpretation, Computer-Assisted Humans
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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...
Humans Male Machine Learning Middle Aged Prognosis Retrospective Studies Trigeminal Neuralgia Female Aged Radiomics
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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...
Artificial Intelligence Machine Learning Female Adult Quality of Life Foot Ankle Male Middle Aged Humans Visual Analog Scale
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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...
Middle Aged Lung Deep Learning Spirometry Exhalation Inhalation Female Aged Pulmonary Disease, Chronic Obstructive Humans Male Retrospective Studies Tomography, X-Ray Computed
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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 ...
Gene Expression Regulation, Neoplastic Respiratory Distress Syndrome DNA Copy Number Variations Mutation Adenocarcinoma of Lung Male Risk Assessment Gene Expression Profiling Lung Neoplasms Prognosis Female Risk Factors Biomarkers, Tumor Humans Machine Learning Algorithms
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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...
Cohort Studies Treatment Outcome Migraine Disorders Antibodies, Monoclonal Female Adult Male Middle Aged Calcitonin Gene-Related Peptide Calcitonin Gene-Related Peptide Receptor Antagonists Machine Learning Algorithms Prospective Studies Humans
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An Integrated Approach to Develop a Potent Vaccine Candidate Construct Against Prostate Cancer by Utilizing Machine Learning and Bioinformatics.

Cancer reports (Hoboken, N.J.) Dec 1, 2024
BACKGROUND: Prostate cancer is the most common malignancy among males. Prostaglandin G/H synthase (PGHS) is an essential enzyme in the synthesis of prostaglandins, and its activation has been linked to many malignancies, including colorectal cancer.
Male Epitopes, T-Lymphocyte Molecular Docking Simulation Computational Biology Cancer Vaccines Humans Machine Learning Vaccines, Subunit Vaccine Development Prostatic Neoplasms Molecular Dynamics Simulation Epitopes, B-Lymphocyte
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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...
Female Male Ultrasonography, Prenatal Sex Characteristics Imaging, Three-Dimensional Fetal Development Deep Learning Humans Longitudinal Studies Brain Pregnancy
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Prognostic Models Using Machine Learning Algorithms and Treatment Outcomes of Papillary Thyroid Carcinoma Variants.

Cancer reports (Hoboken, N.J.) Dec 1, 2024
BACKGROUND: Hürthle cell (HCC) and columnar cell variants (CCV) are rare subtypes of thyroid cancer.
Clinical Decision-Making Female Aged Adult Machine Learning Algorithms Prognosis Retrospective Studies ROC Curve Treatment Outcome Neoplasm Staging Kaplan-Meier Estimate Thyroid Cancer, Papillary Male Humans Middle Aged Thyroidectomy Thyroid Neoplasms
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