AIMC Topic: Prediction Methods, Machine

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Multimodal multiview bilinear graph convolutional network for mild cognitive impairment diagnosis.

Biomedical physics & engineering express Jan 22, 2025
Mild cognitive impairment (MCI) is a significant predictor of the early progression of Alzheimer's disease (AD) and can serve as an important indicator of disease progression. However, many existing methods focus mainly on the image when processing b...
Humans Neural Networks, Computer Cognitive Dysfunction Genetic Predisposition to Disease Magnetic Resonance Imaging Predictive Value of Tests Cerebrospinal Fluid Genetic Testing Alzheimer Disease Datasets as Topic Spatial Analysis Neuroimaging Gray Matter White Matter Prediction Methods, Machine
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Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review.

BMC medicine Feb 5, 2024
BACKGROUND: A comprehensive overview of artificial intelligence (AI) for cardiovascular disease (CVD) prediction and a screening tool of AI models (AI-Ms) for independent external validation are lacking. This systematic review aims to identify, descr...
Humans Reproducibility of Results Cardiovascular Diseases Risk Assessment Heart Disease Risk Factors Datasets as Topic Prediction Methods, Machine
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Light Bladder Net: Non-invasive Bladder Cancer Prediction by Weighted Deep Learning Approaches and Graphical Data Transformation.

Anticancer research May 1, 2025
BACKGROUND/AIM: Bladder cancer (BCa) is associated with high recurrence rates, emphasizing the importance of early and accurate detection. This study aimed to develop a lightweight and fast deep learning model, Light-Bladder-Net (LBN), for non-invasi...
Humans Female Sensitivity and Specificity Male Deep Learning Urinary Bladder Neoplasms Early Detection of Cancer Predictive Value of Tests Area Under Curve Datasets as Topic Urinalysis Prediction Methods, Machine Detection Algorithms
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