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Machine Learning Prognostic Model for Post-Radical Resection Hepatocellular Carcinoma in Hepatitis B Patients
Published 2025-02-01“…A prognostic model was developed using a machine learning algorithm and evaluated for predictive performance using the concordance index (C-index), calibration curve, decision curve analysis (DCA), and receiver operating characteristic (ROC) curves.Results: Key predictors for constructing the best model included body mass index (BMI), albumin (ALB) levels, surgical resection method (SRM), and the American Joint Committee on Cancer (AJCC) stage. …”
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682
Machine Learning-Based Prediction of Post-Operative Systemic Inflammatory Response Syndrome Following Pediatric Percutaneous Nephrolithotripsy
Published 2025-05-01“…Nueraili Abudurexiti, Bide Liu, Shuheng Wang, Qiang Dong, Maimaitiaili Batuer, Zewei Liu, Xun Li Department of Urology, People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, 830001, People’s Republic of ChinaCorrespondence: Xun Li, Department of Urology, People’s Hospital of Xinjiang Uygur Autonomous Region, No. 91, Tian-Chi Road, Tianshan District, Urumqi, Xinjiang, 830001, People’s Republic of China, Email xjmnlixun@163.comObjective: This study aimed to develop and validate a machine learning-based model for predicting systemic inflammatory response syndrome (SIRS) in pediatric patients undergoing percutaneous nephrolithotripsy (PCNL) and to establish a prediction platform specifically tailored for this population.Methods: We retrospectively analyzed clinical data from 410 pediatric patients who underwent PCNL at the People’s Hospital of Xinjiang Uygur Autonomous Region between January 2013 and September 2024. …”
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CECT-Based Radiomic Nomogram of Different Machine Learning Models for Differentiating Malignant and Benign Solid-Containing Renal Masses
Published 2025-01-01“…Four mainstream machine learning algorithm training models, namely, support vector machine (SVM), k-nearest neighbour (kNN), light gradient boosting (LightGBM) and logistic regression (LR), were constructed to determine the best classifier model. …”
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685
Construction and Comparison of Machine Learning-Based Risk Prediction Models for Major Adverse Cardiovascular Events in Perimenopausal Women
Published 2025-01-01“…In the training set, Random Forest (RF) algorithm, backpropagation neural network (BPNN) and Logistic Regression (LR) were used to construct a MACE risk prediction model for perimenopausal women, and the test set was used to verify the model. …”
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Comparison of 7 artificial intelligence models in predicting venous thromboembolism in COVID-19 patients
Published 2025-02-01Get full text
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688
THEMIS: A Parameter Estimation Framework for the Event Horizon Telescope
Published 2020-01-01Get full text
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689
The Lyα Dependence on Nebular Properties from the HETDEX and MOSDEF Surveys
Published 2024-01-01Get full text
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690
A 3D FEM Mesoscale Numerical Analysis of Concrete Tensile Strength Behaviour
Published 2021-01-01Get full text
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691
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Application of artificial intelligence sensor and visual image technology in the analysis of hydrophilic space landscape characteristics
Published 2024-12-01“…However, the identification effect of hydrophilic plank roads and underwater breakwater is relatively poor. …”
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693
The Mobile Complex of Chemical Control as the Basis of Technical Equipment of the Mobile Diagnostic Group of the 33 Central Scientific Research Test Institute of the Ministry of De...
Published 2021-06-01“…The complex is created on the basis of Ford-Transit off-road vehicle with the equipment for the MDG and a container installed on a two-axle platform, where the equipment for the MDG is located. …”
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Non‐Invasive Diagnosis of Moyamoya Disease Using Serum Metabolic Fingerprints and Machine Learning
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Artificial intelligence in food system: Innovative approach to minimizing food spoilage and food waste
Published 2025-06-01Get full text
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699
“intelligent Read Across (iRA)”- A tool for read-across-based toxicity prediction of nanoparticles
Published 2025-01-01Get full text
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700
Intelligent traffic congestion forecasting using BiLSTM and adaptive secretary bird optimizer for sustainable urban transportation
Published 2025-05-01“…Traffic congestion in urban road networks significantly influences sustainability by increasing air pollution levels. …”
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