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  1. Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollution.
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    Journal: PLoS One. 2024;19(12)
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  2. Polyphonia: detecting inter-sample contamination in viral genomic sequencing data.
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    Journal: Bioinformatics. 2024 Nov 28;40(12)
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  3. Longitudinal Model Shifts of Machine Learning-Based Clinical Risk Prediction Models: Evaluation Study of Multiple Use Cases Across Different Hospitals.
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    Journal: J Med Internet Res. 2024 Dec 13;26
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  4. Screening for frequent hospitalization risk among community-dwelling older adult between 2016 and 2023: machine learning-driven item selection, scoring system development, and prospective validation.
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    Journal: Front Public Health. 2024;12
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  5. App for independence: A feasibility randomized controlled trial of a digital health tool for schizophrenia spectrum disorders.
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    Journal: Schizophr Res. 2025 Jan;275
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  6. Preserving friendships in school contacts: An algorithm to construct synthetic temporal networks for epidemic modelling.
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    Journal: PLoS Comput Biol. 2024 Dec;20(12)
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  7. Comparative study of DCNN and image processing based classification of chest X-rays for identification of COVID-19 patients using fine-tuning.
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    Journal: J Med Eng Technol. 2024 Aug;48(6)
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  8. Application of machine learning for delirium prediction and analysis of associated factors in hospitalized COVID-19 patients: A comparative study using the Korean Multidisciplinary cohort for delirium prevention (KoMCoDe).
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    Journal: Int J Med Inform. 2025 Mar;195
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  9. Using machine learning for personalized prediction of longitudinal coronavirus disease 2019 vaccine responses in transplant recipients.
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    Journal: Am J Transplant. 2025 May;25(5)
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  10. Machine Learning-Based Suicide Risk Prediction Model for Suicidal Trajectory on Social Media Following Suicidal Mentions: Independent Algorithm Validation.
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    Journal: J Med Internet Res. 2024 Dec 05;26
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