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    Advanced predictive modeling for enhanced mortality prediction in ICU stroke patients using clinical data. by Armin Abdollahi, Negin Ashrafi, Xinghong Ma, Jiahao Zhang, Daijia Wu, Tongshou Wu, Zizheng Ye, Maryam Pishgar

    Published 2025-01-01
    “…We developed a deep learning model to assess mortality risk and implemented several baseline machine learning models for comparison. …”
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    Article
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    Predictive Model to Analyse Real and Synthetic Data for Learners' Performance Prediction Using Regression Techniques by SHABNAM ARA S.J, Tanuja R, Manjula S.H

    Published 2025-03-01
    “…The models are evaluated using precision metrics to assess their predictive accuracy. …”
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    Article
  5. 425

    Seasonal Prediction of Atmospheric Rivers in the Western North Pacific Using a Seasonal Prediction Model by Yuya Baba

    Published 2025-05-01
    “…ABSTRACT Seasonal prediction of atmospheric rivers (ARs) in the western north Pacific (WNP) is examined using a seasonal prediction model with and without atmospheric initialisation. …”
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    Article
  6. 426

    Development of a lung immune prognostic index-based nomogram model for predicting overall survival and immune-related adverse events in non-small cell lung cancer patients treated with sintilimab by Jian Xu, Tingting Peng, Kaikai Fan, Yuxiao Dou, Lingti Kong, Ran Sang

    Published 2025-05-01
    “…Similarly, the irAEs model showed robust performance (AUCs 0.754-0.835 for 1–2 year predictions; C-index: training=0.805, internal validation=0.825, external validation=0.775). …”
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    Predictive modeling for rework detection in sustainable building projects by AbdulLateef Olanrewaju, Kafayat Shobowale

    Published 2025-07-01
    “…Six machine learning models that comprised support vector machine, Adaboost, Logistic regression, a K-nearest neighbour, neural network and random forest classifier were trained to predict the occurrence of reworks in sustainable buildings. …”
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    Article
  10. 430

    Electricity Demand Prediction by a Transformer-Based Model by Ahmed Mohammed Mahmood, Musaddak Maher Abdul Zahra, Waleed Hamed, Bashar S. Bashar, Alaa Hussein Abdulaal, Taif Alawsi, Ali Hussein Adhab

    Published 2022-12-01
    “…In our approach, a transformer-based model is used for the prediction of electricity demand on data collected from the regional facilities in Iraq. …”
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    Article
  11. 431

    An Improved KNN-Based Slope Stability Prediction Model by Shuai Huang, Mingming Huang, Yuejun Lyu

    Published 2020-01-01
    “…An accurate slope prediction model is important for slope reinforcement before the disaster. …”
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    Article
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    PNN-based Rockburst Prediction Model and Its Applications by Yu Zhou, Tingling Wang

    Published 2017-07-01
    “…In this paper, a novel PNN-based rock burst prediction model is proposed to determine whether rock burst will happen in the underground rock projects and how much the intensity of rock burst is. …”
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  14. 434

    The predictive value of FAH model for the occurrence of colorectal cancer by Zhixuan Ma, Zhixuan Ma, Qing Wu, Qingming Wu

    Published 2025-03-01
    “…Based on these results, an FAH prediction model was established. The Horser–Lemeshow test for the FAH prediction model yielded p = 0.710. …”
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    Article
  15. 435

    Financial Market Prediction and Simulation Based on the FEPA Model by Dehui Zhou

    Published 2021-01-01
    “…This model is mainly used to model and predict the complex financial time series. …”
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    Article
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    Genetic Programming-Based Prediction Model for Microseismic Data by Man Wang, Hongwei Zhou, Dongming Zhang, Yingwei Wang, Weihang Du, Beichen Yu

    Published 2022-01-01
    “…Therefore, we collected a large amount of microseismic data obtained from the working faces of Shoushan Mine of Pingdingshan Coal Group in China and filtered the data, then we constructed a prediction model of microseismic data based on underground spatial three-dimensional coordinates using genetic programming (GP), which can realize real-time monitoring and disaster warning of microseismic signals. …”
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    A chemical language model for molecular taste prediction by Yoel Zimmermann, Leif Sieben, Henrik Seng, Philipp Pestlin, Franz Görlich

    Published 2025-07-01
    “…Here, we present FART (Flavor Analysis and Recognition Transformer), a chemical language model capable of predicting molecular taste from chemical structure. …”
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    Article