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Machine learning

Predicting drug–Protein interaction with deep learning framework for molecular graphs and sequences: Potential candidates against SAR-CoV-2

Weian Du, Liang Zhao, Rong Wu, Boning Huang, Si Liu, Yufeng Liu, Huaiqiu Huang, Ge Shi

published 10 May 2024

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Short-term prediction of PM2.5 concentration by hybrid neural network based on sequence decomposition

Xiaoxuan Wu, Jun Zhu, Qiang Wen

published 10 May 2024

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Machine learning approach for the development of a crucial tool in suicide prevention: The Suicide Crisis Inventory-2 (SCI-2) Short Form

Gabriele P. De Luca, Neelang Parghi, Rawad El Hayek, Sarah Bloch-Elkouby, Devon Peterkin, Amber Wolfe, Megan L. Rogers, Igor Galynker

published 10 May 2024

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Natural language processing augments comorbidity documentation in neurosurgical inpatient admissions

Rahul A. Sastry, Aayush Setty, David D. Liu, Bryan Zheng, Rohaid Ali, Robert J. Weil, G. Dean Roye, Curtis E. Doberstein, Adetokunbo A. Oyelese, Tianyi Niu, Ziya L. Gokaslan, Albert E. Telfeian

published 09 May 2024

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Feature selection algorithm based on optimized genetic algorithm and the application in high-dimensional data processing

Guilian Feng

published 09 May 2024

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Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to reduce preventable all-cause readmissions or death

Ted L. Chang, Hongjing Xia, Sonya Mahajan, Rohit Mahajan, Joe Maisog, Shashaank Vattikuti, Carson C. Chow, Joshua C. Chang

published 09 May 2024

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Dynamic multilayer growth: Parallel vs. sequential approaches

Matt Ross, Nareg Berberian, Albino Nikolla, Sylvain Chartier

published 09 May 2024

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Network-based visualisation of frequent sequences

László Bántay, János Abonyi

published 09 May 2024

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Multimodal deep learning-based drought monitoring research for winter wheat during critical growth stages

Jianbin Yao, Yushu Wu, Jianhua Liu, Hansheng Wang

published 09 May 2024

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FEMaLe: The use of machine learning for early diagnosis of endometriosis based on patient self-reported data—Study protocol of a multicenter trial

Dora B. Balogh, Gernot Hudelist, Dmitrijs Bļizņuks, Jayanth Raghothama, Christian M. Becker, Roman Horace, Harald Krentel, Andrew W. Horne, Nicolas Bourdel, Gabriella Marki, Carla Tomassetti, Ulrik Bak Kirk, Nandor Acs, Attila Bokor

published 09 May 2024

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Efficient attribute-based strong designated verifier signature scheme based on elliptic curve cryptography

Rui Ma, Linyue Du

published 09 May 2024

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E-CLEAP: An ensemble learning model for efficient and accurate identification of antimicrobial peptides

Si-Cheng Wang

published 09 May 2024

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Stacking with Recursive Feature Elimination-Isolation Forest for classification of diabetes mellitus

Nur Farahaina Idris, Mohd Arfian Ismail, Mohd Izham Mohd Jaya, Ashraf Osman Ibrahim, Anas W. Abulfaraj, Faisal Binzagr

published 08 May 2024

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