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Forecasting

Explainable mortality prediction models incorporating social health determinants and physical frailty for heart failure patients

Zhenyue Gao, Xiaoli Liu, Yu Kang, Pan Hu, Xiu Zhang, Mengwei Li, Yumeng Peng, Wei Yan, Muyang Yan, Pengming Yu, Zhengbo Zhang, Qing Zhang, Wendong Xiao

published 03 Sep 2025

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Investigating factors influencing fatalities and injuries in animal-vehicle crashes using a random parameters logit model and ensemble machine learning approaches

Md Nabil Zawad, Mohammed Almannaa, Khalid F. Alkahtani

published 02 Sep 2025

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Analysis and intelligent prediction of domino effect accidents in chemical storage tanks with a focus on accident chain length

Jinrong Qi, Mingguang Zhang, Guo Yu, Cuimei Bo

published 02 Sep 2025

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Spatio-temporal transformer traffic prediction network based on multi-level causal attention

Hengyuan He, Zhengtao Long, Yingchao Zhang, Xiaofei Jiang

published 02 Sep 2025

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Improving attachment style clustering with ROCKET and CatBoost: Insights from EEG analysis

Dor Mizrahi, Ilan Laufer, Inon Zuckerman

published 02 Sep 2025

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Deep learning methods to forecasting human embryo development in time-lapse videos

Akriti Sharma, Alexandru Dorobantiu, Saquib Ali, Mario Iliceto, Mette H. Stensen, Erwan Delbarre, Michael A. Riegler, Hugo L. Hammer

published 02 Sep 2025

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Predicting 30-day hospital readmissions using ClinicalT5 with structured and unstructured electronic health records

Sanjib Raj Pandey, Joy Dooshima Tile, Mahdi Maktab Dar Oghaz

published 02 Sep 2025

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Development and validation of a risk prediction tool for drug-related problems in pre-operative elective surgical patients (mediPORT): A case-control study

Stephanie Clemens, Clara Simon, Wanda Lauth, Olaf Rose, Georg Zimmermann, Peter Gerner, Christina Dückelmann, Maria Flamm, Johanna Pachmayr

published 02 Sep 2025

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Predicting one-year post-surgical recurrence in colorectal liver metastasis using CT radiomics and machine learning

Ningxin Chen, Boyang Zang, Yangjia Chen

published 29 Aug 2025

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A water solubility prediction algorithm based on the StackBoost model

Bin Pan, Xiaoyu Hou, Mingxin Zhang, Jingxian Yu, Conghui Zhang, Yunhui Zhang, Xiaolong Su, Shuangcai Li

published 29 Aug 2025

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The critical effects of self-management strategies on predicting cancer survivors’ future quality of life and health status using machine learning techniques

Ju Youn Jung, Young Ho Yun

published 28 Aug 2025

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A new design of wind power prediction method based on multi-interaction optimization informer model

Wenjuan Zhou, Feng Huang, Bing Wei, Liang Li, Shixi Dai, Xin Xie, Youyuan Peng, Hong You

published 28 Aug 2025

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MV2SwimNet: A lightweight transformer-based hybrid model for knee meniscus tears detection

Vishesh Tanwar, Bhisham Sharma, Dhirendra Prasad Yadav, Julian L. Webber, Abolfazl Mehbodniya

published 27 Aug 2025

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