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Functional data analysis of ground reaction forces combined with clinical measures for early knee osteoarthritis detection.

• Authors : Aragón-Basanta, Elisa¹ (AUTHOR) ; Page, Alvaro¹ (AUTHOR); Ayala, Guillermo² (AUTHOR)

• Source: Scientific Reports. 11/18/2025, Vol. 15 Issue 1, p1-10. 10p.

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Early detection of mental health disorders using machine learning models using behavioral and voice data analysis

• Authors : Sharma, S. K.; Alutaibi, A. I.; Khan, A. R.

Subjects: Behavioral data; Deep learning; Machine learning

• Source: Scientific Reports. 15(1)

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The data analysis of sports training by ID3 decision tree algorithm and deep learning.

• Authors : Wang K; Sports institute or college, Northeast Electric Power University, Jilin, 132012, China.; Wang L

Subjects: Deep Learning* ; Decision Trees* ; Algorithms*

• Source: Scientific reports [Sci Rep] 2025 Apr 29; Vol. 15 (1), pp. 15060. Date of Electronic Publication: 2025 Apr 29.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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STFT-based multisynchrosqueezing transform using a second-order signal model for seismic data analysis.

• Authors : Pingping, Bing¹ (AUTHOR) ; Yabin, Ma² (AUTHOR); Zichun, Wang³ (AUTHOR)

• Source: Scientific Reports. 10/10/2025, Vol. 15 Issue 1, p1-17. 17p.

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SHAP-based interpretable machine learning for injury risk prediction in university football players: a multi-dimensional data analysis approach.

• Authors : Ma J; Sport Science Convergence, Dankook University, Yongin-si, Gyeonggi-do, 16890, Korea. .; Liu S

Subjects: Machine Learning* ; Athletic Injuries*/Athletic Injuries*/Athletic Injuries*/epidemiology ; Football*/Football*/Football*/injuries

• Source: Scientific reports [Sci Rep] 2025 Nov 17; Vol. 15 (1), pp. 40252. Date of Electronic Publication: 2025 Nov 17.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Unveiling the subsurface geological structure of the centre region, cameroon, with aeromagnetic data analysis.

• Authors : Vihywuseh, Desmond¹ (AUTHOR) ; Tabod, Charles T.¹ (AUTHOR); Ndikum, Eric N.^2,3 (AUTHOR)

• Source: Scientific Reports. 9/26/2025, Vol. 15 Issue 1, p1-17. 17p.

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Multi role ChatGPT framework for transforming medical data analysis.

• Authors : Chen, Haoran^1,2 (AUTHOR); Zhang, Shengxiao^3,4,5 (AUTHOR); Zhang, Lizhong⁶ (AUTHOR)

• Source: Scientific Reports. 6/17/2024, Vol. 14 Issue 1, p1-8. 8p.

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Analysis of fibrin networks using topological data analysis – a feasibility study.

• Authors : Berger, Martin¹ (AUTHOR); Hell, Tobias¹ (AUTHOR); Tobiasch, Anna² (AUTHOR)

• Source: Scientific Reports. 6/7/2024, Vol. 14 Issue 1, p1-10. 10p.

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Topological data analysis of pattern formation of human induced pluripotent stem cell colonies

• Authors : Iryna Hartsock; Eunbi Park; Jack Toppen

Subjects: Pluripotent stem cells; Microscopy images; Cell pattern formation

• Source: Scientific Reports, Vol 15, Iss 1, Pp 1-18 (2025)

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Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results.

• Authors : Kühnel, Lisa^1,2 (AUTHOR) ; Schneider, Julian¹ (AUTHOR); Perrar, Ines³ (AUTHOR)

• Source: Scientific Reports. 6/22/2024, Vol. 14 Issue 1, p1-15. 15p.

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