AIMC Topic: Middle Aged

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Evaluation of Neoadjuvant Chemoradiotherapy Response in Rectal Cancer Using MR Images and Deep Learning Neural Networks.

Current medical imaging Jan 1, 2024
INTRODUCTION: The aim of the study was to develop deep-learning neural networks to guide treatment decisions and for the accurate evaluation of tumor response to neoadjuvant chemoradiotherapy (nCRT) in rectal cancer using magnetic resonance (MR) imag...
Rectal Neoplasms Humans Chemoradiotherapy Neural Networks, Computer Retrospective Studies Deep Learning Female Treatment Outcome Neoadjuvant Therapy Magnetic Resonance Imaging Aged Adult Male Middle Aged
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Eichner classification based on panoramic X-ray images using deep learning: A pilot study.

Bio-medical materials and engineering Jan 1, 2024
BACKGROUND: Research using panoramic X-ray images using deep learning has been progressing in recent years. There is a need to propose methods that can classify and predict from image information.
Pilot Projects Image Processing, Computer-Assisted Radiography, Panoramic Adult Male Middle Aged Humans Deep Learning Neural Networks, Computer Female
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Interpretable Machine Learning Models Using Peripheral Immune Cells to Predict 90-Day Readmission or Mortality in Acute Heart Failure Patients.

Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis Jan 1, 2024
BACKGROUND: Acute heart failure (AHF) carries a grave prognosis, marked by high readmission and mortality rates within 90 days post-discharge. This underscores the urgent need for enhanced care transitions, early monitoring, and precise interventions...
Humans Patient Readmission Aged Male Middle Aged Acute Disease Heart Failure Machine Learning Prognosis Retrospective Studies Female
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Effects of robot-assisted walking training on balance, motor function, and ADL depending on severity levels in stroke patients.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Despite the explosive increase in interest regarding Robot-Assisted Walking Training (RAWT) for stroke patients, very few studies have divided groups according to the severity levels of patients and conducted studies on the effects of RAW...
Severity of Illness Index Robotics Postural Balance Stroke Activities of Daily Living Physical Therapy Modalities Stroke Rehabilitation Walking Exercise Therapy Aged Adult Male Humans Middle Aged Prospective Studies Female
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Radiomics and Clinical Characters Based Gaussian Naive Bayes (GNB) Model for Preoperative Differentiation of Pulmonary Pure Invasive Mucinous Adenocarcinoma From Mixed Mucinous Adenocarcinoma.

Technology in cancer research & treatment Jan 1, 2024
To develop and validate predictive models based on clinical parameters, and radiomic features to distinguish pulmonary pure invasive mucinous adenocarcinoma (pIMA) from mixed mucinous adenocarcinoma (mIMA) before surgery. From January 2017 to Decem...
Male Middle Aged ROC Curve Lung Neoplasms Adenocarcinoma, Mucinous Tomography, X-Ray Computed Diagnosis, Differential Humans Female Bayes Theorem Machine Learning Aged Radiomics Algorithms Retrospective Studies
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Detection of Muscularis propria Invasion in Urothelial Carcinoma Using Artificial Intelligence.

Technology in cancer research & treatment Jan 1, 2024
Assessment of muscularis propria invasion is a crucial step in the management of urothelial carcinoma since it necessitates aggressive treatment. The diagnosis of muscle invasion is a challenging process for pathologists. Artificial intelligence is ...
Carcinoma, Transitional Cell Middle Aged Urinary Bladder Neoplasms Humans Neoplasm Invasiveness Artificial Intelligence Mucous Membrane Algorithms Female Aged Male
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A Preoperative Prediction Model for Lymph Node Metastasis in Patients with Gastric Cancer Using a Machine Learning-based Ultrasomics Approach.

Current medical imaging Jan 1, 2024
OBJECTIVE: This study aimed to develop an ultrasomics model for predicting lymph node metastasis preoperative in patients with gastric cancer (GC).
Middle Aged Ultrasonography Lymph Nodes Lymphatic Metastasis Humans Machine Learning Algorithms Stomach Neoplasms Sensitivity and Specificity Male Female Aged
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Effects of high-intensity interval robot-assisted gait training on cardiopulmonary function and walking ability in chronic stroke survivors: A multicenter single-blind randomized controlled trial.

Journal of back and musculoskeletal rehabilitation Jan 1, 2024
BACKGROUND: Chronic stroke can impair cardiopulmonary function, mobility, and daily activities. This study assessed the impact of robot-assisted gait training (RAGT) on such impairments.
Humans Prospective Studies Female Aged Robotics Oxygen Consumption Single-Blind Method Stroke Walking Male Middle Aged Muscle Strength Chronic Disease Stroke Rehabilitation Gait Disorders, Neurologic Walk Test Gait Exercise Therapy Activities of Daily Living High-Intensity Interval Training
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Applications of deep learning models in precision prediction of survival rates for heart failure patients.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Heart failure poses a significant challenge in the global health domain, and accurate prediction of mortality is crucial for devising effective treatment plans. In this study, we employed a Seq2Seq model from deep learning, integrating 12...
Machine Learning Middle Aged Survival Rate Humans Male Female Deep Learning Risk Factors Heart Failure Aged
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Deep-Learning Model Prediction of Radiation Pneumonitis Using Pretreatment Chest Computed Tomography and Clinical Factors.

Technology in cancer research & treatment Jan 1, 2024
This study aimed to build a comprehensive deep-learning model for the prediction of radiation pneumonitis using chest computed tomography (CT), clinical, dosimetric, and laboratory data. Radiation therapy is an effective tool for treating patients ...
Tomography, X-Ray Computed Female Aged Aged, 80 and over Humans Neural Networks, Computer Prognosis Retrospective Studies ROC Curve Lung Neoplasms Support Vector Machine Radiotherapy Dosage Radiation Pneumonitis Adult Male Middle Aged Deep Learning
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