AIMC Topic: Female

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Risk of bias assessment of post-stroke mortality machine learning predictive models: Systematic review.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Mar 13, 2025
BACKGROUND: Stroke is a major cause of mortality and permanent disability worldwide. Precise prediction of post-stroke mortality is essential for guiding treatment decisions and rehabilitation planning. The ability of Machine learning models to proce...
Risk Factors Aged Male Middle Aged Risk Assessment Time Factors Predictive Value of Tests Stroke Decision Support Techniques Prognosis Female Reproducibility of Results Humans Machine Learning
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DCE-MRI based deep learning analysis of intratumoral subregion for predicting Ki-67 expression level in breast cancer.

Magnetic resonance imaging Mar 13, 2025
OBJECTIVE: To evaluate whether deep learning (DL) analysis of intratumor subregion based on dynamic contrast-enhanced MRI (DCE-MRI) can help predict Ki-67 expression level in breast cancer.
Deep Learning Contrast Media Magnetic Resonance Imaging Aged Breast Image Interpretation, Computer-Assisted Adult Humans Ki-67 Antigen Breast Neoplasms Algorithms Dynamic Contrast Enhanced Magnetic Resonance Imaging Middle Aged Retrospective Studies Female
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Patellar tilt calculation utilizing artificial intelligence on CT knee imaging.

The Knee Mar 13, 2025
BACKGROUND: In the diagnosis of patellar instability, three-dimensional (3D) imaging enables measurement of a wide range of metrics. However, measuring these metrics can be time-consuming and prone to error due to conducting 2D measurements on 3D obj...
Humans Adolescent Imaging, Three-Dimensional Knee Joint Patella Young Adult Joint Instability Adult Artificial Intelligence Patellar Dislocation Male Algorithms Case-Control Studies Tomography, X-Ray Computed Female
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Deep learning algorithm classification of tympanostomy tube images from a heterogenous pediatric population.

International journal of pediatric otorhinolaryngology Mar 13, 2025
IMPORTANCE: The ability to augment routine post-operative tube check appointments with at-home digital otoscopes and deep learning AI could improve health care access as well as reduce financial and time burden on families.
Humans Algorithms Prospective Studies Child Female Male Otoscopy Middle Ear Ventilation Infant Tympanic Membrane Otoscopes Deep Learning Ear Canal Child, Preschool
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Machine Learning-Based localization of the epileptogenic zone using High-Frequency oscillations from SEEG: A Real-World approach.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia Mar 13, 2025
INTRODUCTION: Localizing the epileptogenic zone (EZ) using Stereo EEG (SEEG) is often challenging through manual analysis. Even methods based on signal analysis have limitations in identifying the EZ, particularly in patients with neocortical epileps...
Epilepsy Epilepsy, Temporal Lobe Male Middle Aged Humans Adolescent Machine Learning Electroencephalography Female Young Adult Adult
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Artificial Intelligence-Assisted Capsule Endoscopy Versus Conventional Capsule Endoscopy for Detection of Small Bowel Lesions: A Systematic Review and Meta-Analysis.

Journal of gastroenterology and hepatology Mar 13, 2025
BACKGROUND: Capsule endoscopy (CE) is a valuable tool used in the diagnosis of small intestinal lesions. The study aims to systematically review the literature and provide a meta-analysis of the diagnostic accuracy, specificity, sensitivity, and nega...
Predictive Value of Tests Capsule Endoscopy Intestine, Small Intestinal Diseases Humans Artificial Intelligence Female Sensitivity and Specificity Male Middle Aged
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Machine learning prediction of right ventricular volume and ejection fraction from two-dimensional echocardiography in patients with pulmonary regurgitation.

The international journal of cardiovascular imaging Mar 13, 2025
Right ventricular (RV) end-diastolic volume (RVEDV) and ejection fraction (RVEF) by cardiac MRI (cMRI) guide management in chronic pulmonary regurgitation (PR). Two-dimensional echocardiography suboptimally correlate with RV volumes. This study teste...
Young Adult Adult Male Stroke Volume Prognosis Retrospective Studies Humans Predictive Value of Tests Female Machine Learning Reproducibility of Results Ventricular Dysfunction, Right Echocardiography Image Interpretation, Computer-Assisted Severity of Illness Index Ventricular Function, Right Adolescent Pulmonary Valve Insufficiency Chronic Disease
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Posttraumatic Arthritis After Anterior Cruciate Ligament Injury: Machine Learning Comparison Between Surgery and Nonoperative Management.

The American journal of sports medicine Mar 13, 2025
BACKGROUND: Nonoperative and operative management techniques after anterior cruciate ligament (ACL) injury are both appropriate treatment options for selected patients. However, the subsequent development of posttraumatic knee osteoarthritis (PTOA) r...
Humans Machine Learning Female Young Adult Osteoarthritis, Knee Anterior Cruciate Ligament Injuries Anterior Cruciate Ligament Reconstruction Adult Male Middle Aged Arthroplasty, Replacement, Knee
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Validation of OncoOrigin: An Integrative AI Tool for Primary Cancer Site Prediction with Graphical User Interface to Facilitate Clinical Application.

International journal of molecular sciences Mar 13, 2025
Cancers of unknown primary (CUPs) represent a significant diagnostic and therapeutic challenge in the field of oncology. Due to the limitations of current diagnostic tools in these cases, novel approaches must be brought forward to improve treatment ...
Female Humans Machine Learning Male Software Neoplasms Computer Simulation User-Computer Interface
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Prediction of Chemotherapy Response in Locally Advanced Breast Cancer Patients at Pre-Treatment Using CT Textural Features and Machine Learning: Comparison of Feature Selection Methods.

Tomography (Ann Arbor, Mich.) Mar 13, 2025
RATIONALE: Neoadjuvant chemotherapy (NAC) is a key element of treatment for locally advanced breast cancer (LABC). Predicting the response of NAC for patients with LABC before initiating treatment would be valuable to customize therapies and ensure t...
Treatment Outcome Humans Aged Machine Learning Neoadjuvant Therapy Adult Tomography, X-Ray Computed Predictive Value of Tests Breast Neoplasms Female Chemotherapy, Adjuvant Middle Aged
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