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Forecasting

An exploratory study on predicting HER2-positive expression status of breast cancer using ultrasound radiomics combined with machine learning models

Xin-Ran Zhang, Sha-Sha Yuan, Jiao-Jiao Hu, Qing-Qing Chen, Yang-Jie Xiao, Ying-Fei Huang, Xiao-Qing Yu, Feng Lu, Yan Shen, Xiao-Hong Fu

published 23 Oct 2025

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Methodology for predicting hospital admissions and evaluating recovery rates for coronavirus disease in Japan

Koichiro Maki

published 23 Oct 2025

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A machine learning approach for predicting 72-hour mortality of hypothermic patients only using non-invasive parameters: A multi-center retrospective cohort study

Chunliang Jiang, GuoFeng Ru, GuanJun Liu, Huiquan Wang, Xin Ma, JiaMeng Xu, YiJing Fu, Jing Yuan, Guang Zhang

published 22 Oct 2025

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Development and validation of a bedside-available machine learning model to predict discrepancies between SaO₂ and SpO₂: Exploring factors related to the discrepancies

Raito Sato, Naoki Ito, Sakina Kadomatsu, Norikazu Hanioka, Mikio Nakajima, Tadahiro Goto

published 21 Oct 2025

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Cross-market volatility spillovers between China and the United States: A DCC-EGARCH-t-Copula framework with out-of-sample forecasting

Jin Zeng, Jingwen Wu

published 17 Oct 2025

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AI-driven 3D CT imaging prediction model for improving preoperative detection of visceral pleural invasion in early-stage lung cancer

Wakako Nagase, Kazuharu Harada, Yujin Kudo, Jun Matsubayashi, Ikki Takada, Jinho Park, Kotaro Murakami, Tatsuo Ohira, Toshitaka Nagao, Masataka Taguri, Norihiko Ikeda

published 17 Oct 2025

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EGCN: Entropy-based graph convolutional network for anomalous pattern detection and forecasting in real estate markets

Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova

published 16 Oct 2025

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Transfer learning-driven prediction of oil and gaspipeline corrosion rates in small sample scenarios

Pujun Long, Guopan Yang, Haiyang Liu, Weiwei Deng, Mi Liang

published 16 Oct 2025

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Registered report: Stress testing predictive models of ideological prejudice

Jordan L. Thompson, Abigail L. Cassario, Shree Vallabha, Samantha A. Gnall, Sada Rice, Prachi Solanki, Alejandro Carrillo, Mark J. Brandt, Geoffrey A. Wetherell

published 13 Oct 2025

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Machine learning framework for forecasting air pollution: Evaluating seasonal and climatic influences in Istanbul, Turkey

Nadia AL-Rousan, Hazem Al-Najjar, Ismail A. Elhaty

published 13 Oct 2025

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On the effectiveness of network metrics on key class prediction: An empirical study

Shiyuan Zhou, Wei Wu, Jiale Wang, Hongbing Liu, Chenxiang Yuan

published 10 Oct 2025

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Development and internal validation of multimodal machine learning models for predicting eligibility for mechanical thrombectomy in suspected stroke patients using routinely collected clinical and imaging data

Arjun Agarwal, Nirman Bharti, Tamaghna Ghosh, Satish Golla, Navpreet K. Bains, Rashi Chamadia, Dennis Robert, Preetham Putha, Adnan I. Qureshi

published 10 Oct 2025

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Predictive value of urinary [TIMP-2]•[IGFBP7] for AKI among sepsis, stroke, and cardiac surgery cohorts: A prospective study

Chaoyun Jiang, Cheng Yang, Hui Chen, Xiaofang Jiang, Jiahao Zhang, Juan Felipe Alvarez, Haichuan Yu, Yao Zhu, Lianjiu Su, Zhiyong Peng

published 10 Oct 2025

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