AIMC Topic: Aged

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Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study.

JMIR aging Mar 31, 2025
BACKGROUND: Alzheimer disease and related dementias (ADRD) exhibit prominent heterogeneity. Identifying clinically meaningful ADRD subtypes is essential for tailoring treatments to specific patient phenotypes.
Dementia Unsupervised Machine Learning Alzheimer Disease Cross-Sectional Studies Male Middle Aged Deep Learning Humans Electronic Health Records Female Aged Aged, 80 and over
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Impact of Tumor Location on Predicting Early-Stage Breast Cancer Patient Survivability Using Explainable Machine Learning Models.

JCO clinical cancer informatics Mar 31, 2025
PURPOSE: This study aims to investigate the impact of tumor quadrant location on the 5-year early-stage breast cancer survivability prediction using explainable machine learning (ML) models. By integrating these predictive models with Shapley Additiv...
Middle Aged ROC Curve Neoplasm Staging Female Aged Adult Breast Neoplasms Humans Machine Learning Algorithms Prognosis
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Machine learning algorithms applied to the diagnosis of COVID-19 based on epidemiological, clinical, and laboratory data.

Jornal brasileiro de pneumologia : publicacao oficial da Sociedade Brasileira de Pneumologia e Tisilogia Mar 31, 2025
OBJECTIVE: To predict COVID-19 in hospitalized patients with SARS in a city in southern Brazil by using machine learning algorithms.
Aged, 80 and over Adult Male Middle Aged Female SARS-CoV-2 Humans Hospitalization Machine Learning Brazil Aged COVID-19 Algorithms
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Automated detection of metastatic lymph nodes in head and neck malignant tumors on high - resolution MRI images using an improved convolutional neural network.

International journal of medical informatics Mar 30, 2025
PURPOSE: To develop an AI-based diagnostic model for assessing cervical lymph nodes in head and neck malignant tumors using MRI, enabling non-invasive pre-surgical metastasis diagnosis.
Head and Neck Neoplasms Lymphatic Metastasis Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Male Middle Aged Female Convolutional Neural Networks Aged Lymph Nodes Adult Humans Sensitivity and Specificity Neural Networks, Computer Retrospective Studies
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A modular cage may prevent endplate damage and improve spinal deformity correction.

Clinical biomechanics (Bristol, Avon) Mar 30, 2025
BACKGROUND: Anterior lumbar interbody fusion is performed to fuse pathological spinal segments, generally, with a monobloc cage inserted by impact forces. Recently developed three-part modular cages attempt to reduce the impact forces, minimize the d...
Lumbar Vertebrae Biomechanical Phenomena Diskectomy Male X-Ray Microtomography Humans Middle Aged Lordosis Female Spinal Fusion Aged Adult
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A lightweight approach to gait abnormality detection for At Home health monitoring.

Computers in biology and medicine Mar 30, 2025
Gait abnormality detection is a growing application in machine learning based health assessment due to its potential in domains from clinical health reviews to at home health monitoring. This latter application is of particular use for older adults, ...
Humans Machine Learning Female Aged Aged, 80 and over Male Accidental Falls Gait Gait Analysis Gait Disorders, Neurologic
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Natural language processing for identifying major bleeding risk in hospitalised medical patients.

Computers in biology and medicine Mar 30, 2025
BACKGROUND: Major bleeding is a severe complication in critically ill medical patients, resulting in significant morbidity, mortality, and healthcare costs. This study aims to assess the incidence and risk factors for major bleeding in hospitalised m...
Aged Aged, 80 and over Adult Cross-Sectional Studies Risk Assessment Electronic Health Records Male Natural Language Processing Female Middle Aged Hemorrhage Risk Factors Hospitalization Humans Retrospective Studies
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[Artificial intelligence-based fusion prostate biopsy].

Orvosi hetilap Mar 30, 2025
Humans Middle Aged Magnetic Resonance Imaging Prostatic Neoplasms Prostate Artificial Intelligence Retrospective Studies Aged Male Image-Guided Biopsy
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Development and validation of a nomogram for predicting bone marrow involvement in lymphoma patients based on F-FDG PET radiomics and clinical factors.

Annals of nuclear medicine Mar 29, 2025
OBJECTIVE: This study aimed to develop and validate a nomogram combining F-FDG PET radiomics and clinical factors to non-invasively predict bone marrow involvement (BMI) in patients with lymphoma.
Middle Aged Image Processing, Computer-Assisted Aged, 80 and over Nomograms Humans Lymphoma Adult Female Positron Emission Tomography Computed Tomography Radiomics Aged Bone Marrow Male Positron-Emission Tomography Fluorodeoxyglucose F18
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Deep Learning Based on Ultrasound Images Differentiates Parotid Gland Pleomorphic Adenomas and Warthin Tumors.

Ultrasonic imaging Mar 29, 2025
Exploring the clinical significance of employing deep learning methodologies on ultrasound images for the development of an automated model to accurately identify pleomorphic adenomas and Warthin tumors in salivary glands. A retrospective study was c...
Young Adult Adult Sensitivity and Specificity Male Humans Retrospective Studies Female Aged Parotid Gland Parotid Neoplasms Image Interpretation, Computer-Assisted Adenoma, Pleomorphic Adenolymphoma Middle Aged Deep Learning Ultrasonography Diagnosis, Differential
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