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Forecasting

Outcomes and costs in specialized burn care: Adapting the Quality Cost Indicator (QCI) model for burn care

Raaba S. M. Thambithurai, Willem H. P. van Veghel, Denise van Uden, Jean-Bart Bügel, Anouk Pijpe, Marianne K. Nieuwenhuis, Cornelis H. van der Vlies, Margriet E. van Baar, Angelique E. A. M. Weel-Koenders, on behalf of the National Burn Care, Education & Research group, the Netherlands

published 08 Oct 2025

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BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism

Saeed Ahmed, Nalini Schaduangrat, Pramote Chumnanpuen, S. M. Hasan Mahmud, Kah Ong Michael Goh, Watshara Shoombuatong

published 08 Oct 2025

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Construction and application of machine learning models for predicting intradialytic hypotension

Pingping Wang, Ningjie Xu, Lingping Wu, Yue Hong, Yihui Qu, Zhijian Ren, Qun Luo, Kedan Cai

published 08 Oct 2025

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Cardiovascular risk prediction and influencing predictors identification among Bangladeshi individuals using machine learning algorithms and association rule mining

Md. Merajul Islam, Sujit Kumar, Md. A. Salam, Dulal Chandra Roy, Md. Rezaul Karim

published 07 Oct 2025

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Analysing factors influencing railway accidents: A predictive approach using multinomial logistic regression and data mining

Jaroslav Mašek, Lucia Duricova, Juraj Čamaj

published 07 Oct 2025

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Multi-step ahead streamflow and uncertainty forecasting using a HyMoLAP rainfall-runoff model-based framework integrated with Bayesian neural networks in the Ouémé river basin, Benin

Sianou Ezéckiel Houénafa, Olatunji Johnson, Erick K. Ronoh, Stephen E. Moore

published 07 Oct 2025

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Air transportation carbon dioxide emission forecasting: An improved back propagation neural network

Peiwen Zhang, Yunan Luo, Qian Yu, Zhifeng Zhou

published 07 Oct 2025

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Models for predicting the risk of bloodstream infections associated with peripherally inserted central venous catheters: A scoping review

Langping Cao, Yingxiang Tao, Shiqiang Lei, Shihua He, Yuxuan Peng, Sailin Liu, Haoran Chen, Jin Zhou, Yanhui Liu

published 06 Oct 2025

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Short-term passenger flow prediction for urban rail systems: A deep learning approach utilizing multi-source big data

Hongmeng Cui, Bingfeng Si, Dazhuang Chi, Yueqing Li, Ge Li, Yuanmeng Chen

published 06 Oct 2025

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Prognostic nomogram integrated with inflammatory marker ratios for assessing in-hospital mortality risk in patients with acute type A aortic dissection

Xiao-Chai Lv, Lin-feng Xie, Min-xia Xie, Lei Wang, Yan-ting Hou, Liang-wan Chen

published 06 Oct 2025

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Development and validation of a risk predication model for nutritional risk based on water swallowing test in post-stroke with dysphagia

Ao Han, Shijiao Zhang, Ying Yao, Jingru He, Yingfang Wang, Huimin Yang

published 03 Oct 2025

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DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, Cheng Chen, Chen Chen, Yong Huang, Xiaoyi Lv

published 03 Oct 2025

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Construction of an automated machine learning-based predictive model for postoperative pulmonary complications risk in non-small cell lung cancer patients undergoing thoracoscopic surgery

Xie Qiu, Shuo Hu, Shumin Dong, Haijun Sun

published 26 Sep 2025

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