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Segmentation of ADPKD Computed Tomography Images with Deep Learning Approach for Predicting Total Kidney Volume
Published 2025-01-01“…<b>Results:</b> The experimental results demonstrate that the proposed AI-based models outperform other DL architectures, achieving a mean Average Precision (mAP) of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>95</mn><mo>%</mo></mrow></semantics></math></inline-formula> for automatic localization, a mean Intersection over Union (mIoU) of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>92</mn><mo>%</mo></mrow></semantics></math></inline-formula> for segmentation, and a mean <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula> score of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>97</mn><mo>%</mo></mrow></semantics></math></inline-formula> for TKV estimation. …”
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Dynamic Fusion of LSTM Predictions Using Reinforcement Learning-Based GOWLA for Human Activity Recognition
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A study on predicting impaired fasting glucose risk in Chinese adults based on individual characteristics
Published 2025-06-01Get full text
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A Nomogram for Predicting Hospital Mortality in Patients with COVID-19 Admitted to the Intensive Care Unit
Published 2022-02-01Get full text
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Prediction and optimization of gas turbine secondary air system cooling efficiency based on deep learning
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Predicting Student Loyalty in Higher Education Using Machine Learning: A Random Forest Approach
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Automated Loudness Growth Prediction From EEG Signals Using Autoencoder and Multi-Target Regression
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Scaling approaches for the prediction of human clearance of LNA-i-mir-221: A retrospective validation
Published 2024-01-01Get full text
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