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Forecasting

Comparing variable and feature selection strategies for prediction - protocol of a simulation study in low-dimensional transplantation data

Linard Hoessly, Jaromil Frossard, Simon Schwab, Frédérique Chammartin, Alexander Leichtle, Peter Werner Schreiber, Dionysios Neofytos, Michael Koller, with the Swiss Transplant Cohort Study (STCS)

published 01 Aug 2025

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LTR-Net: A deep learning-based approach for financial data prediction and risk evaluation in enterprises

Shimiao Liu

published 01 Aug 2025

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Predicting pulmonary function using thoracic deformity parameters in early onset scoliosis patients

Mattan R. Orbach, Patrick J. Cahill, Annalise Noelle Larson, Ron El-Hawary, Oscar H. Mayer, Sriram Balasubramanian

published 31 Jul 2025

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Exploration of short-term predictions and long-term projections of Barents Sea cod biomass using statistical methods on data from dynamical models

Mariko Koseki, Anne Britt Sandø, Geir Ottersen, Marius Årthun, Jan Erik Stiansen

published 31 Jul 2025

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STGATN: A novel spatiotemporal graph attention network for predicting pollutant concentrations at multiple stations

Huazhen Xu, Wei Song, Lanmei Qian, Xiangxiang Mei, Guojian Zou

published 30 Jul 2025

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Machine learning approaches for predicting the link of the global trade network of liquefied natural gas

Pei Zhao, Hao Song, Guang Ling

published 30 Jul 2025

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Evidence Based Gait Analysis Interpretation Tools (EB-GAIT) treatment recommendation and outcome prediction models to support decision-making based on clinical gait analysis data

Michael H. Schwartz, Andrew G. Georgiadis

published 29 Jul 2025

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Finding the original mass: A machine learning model and its deployment for lithic scrapers

Guillermo Bustos-Pérez

published 28 Jul 2025

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A multi-time scale rolling optimization framework for low-carbon operation of CCHP microgrids with demand response integration

Jue Wang, Zhiwei Cheng, Dejun Lu, Mingxiang Zhu, Dengfeng Zhang

published 28 Jul 2025

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Identification of risk factors and development of a predictive model in patients using cefmetazole for international normalized ratio elevation

Takaya Namiki, Yuta Yokoyama, Motonori Kimura, Shogo Fukuda, Shoji Seyama, Osamu Iketani, Masaru Samura, Haruki Ishikawa, Aya Jibiki, Hitoshi Kawazoe, Hisakazu Ohtani, Naoki Hasegawa, Kazuaki Matsumoto, Hideki Hashi, Sayo Suzuki, Tomonori Nakamura

published 28 Jul 2025

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Primary prevention cardiovascular disease risk prediction model for contemporary Chinese (1°P-CARDIAC): Model derivation and validation using a hybrid statistical and machine-learning approach

Yekai Zhou, Celia Jiaxi Lin, Qiuyan Yu, Joseph Edgar Blais, Eric Yuk Fai Wan, Emmanuel Wong, Kathryn Tan, David Chung-Wah Siu, Kai Hang Yiu, Esther Wai Yin Chan, Doris Yu, William Wong, Tak-Wah Lam, Ian Chi Kei Wong, Ruibang Luo, Celine S. L. Chui

published 28 Jul 2025

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Association of triglyceride-glucose index and estimated glucose disposal rate with outcomes in patients with acute myocardial infarction: Cumulative effect and mediation analysis

Yazhao Sun, Pei Sun, Dongsheng Liu

published 23 Jul 2025

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Analysis of aPTT predictors after unfractionated heparin administration in intensive care units using machine learning models

Tadashi Kamio, Masaru Ikegami, Megumi Mizuno, Seiichiro Ishii, Hayato Tajima, Yoshihito Machida, Kiyomitsu Fukaguchi

published 21 Jul 2025

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