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Publisher : biomed central

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Academic Journal

A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis.

Authors : Yang, Fangyuan¹ (AUTHOR); Wang, Kang² (AUTHOR); Sun, Lisha¹ (AUTHOR)

Source: BMC Medical Informatics & Decision Making. 12/29/2022, Vol. 22 Issue 1, p1-14. 14p.

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Academic Journal

Predictive modelling of linear growth faltering among pediatric patients with Diarrhea in Rural Western Kenya: an explainable machine learning approach.

Authors : Ogwel, Billy^1,2 (AUTHOR) ; Mzazi, Vincent H.² (AUTHOR); Awuor, Alex O.¹ (AUTHOR)

Source: BMC Medical Informatics & Decision Making. 12/2/2024, Vol. 24 Issue 1, p1-14. 14p.

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Academic Journal

Prognostic prediction for HER2-low breast cancer patients using a novel machine learning model.

Authors : Li, Yilun^1,2 (AUTHOR); Yang, Xiaolu^1,2 (AUTHOR); Ma, Li¹ (AUTHOR)

Source: BMC Cancer. 11/29/2024, p1-15. 15p.

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Academic Journal

Predicting diabetes in adults: identifying important features in unbalanced data over a 5-year cohort study using machine learning algorithm.

Authors : Talebi Moghaddam, Maryam^1,2 (AUTHOR); Jahani, Yones³ (AUTHOR); Arefzadeh, Zahra⁴ (AUTHOR)

Source: BMC Medical Research Methodology. 9/27/2024, Vol. 24 Issue 1, p1-18. 18p.

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Academic Journal

Prediction of sepsis mortality in ICU patients using machine learning methods.

Authors : Gao, Jiayi¹ (AUTHOR); Lu, Yuying¹ (AUTHOR); Ashrafi, Negin¹ (AUTHOR)

Source: BMC Medical Informatics & Decision Making. 8/16/2024, Vol. 24 Issue 1, p1-11. 11p.

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Academic Journal

Machine learning to optimize literature screening in medical guideline development.

Authors : Harmsen, Wouter¹ (AUTHOR); de Groot, Janke¹ (AUTHOR); Harkema, Albert² (AUTHOR)

Source: Systematic Reviews. 7/11/2024, Vol. 13 Issue 1, p1-10. 10p.

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Academic Journal

Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms.

Authors : Shaha, Tumpa Rani^1,2 (AUTHOR); Begum, Momotaz¹ (AUTHOR) ; Uddin, Jia³ (AUTHOR)

Source: BMC Medical Research Methodology. 6/3/2024, Vol. 24 Issue 1, p1-18. 18p.

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Academic Journal

Optimizing double-layered convolutional neural networks for efficient lung cancer classification through hyperparameter optimization and advanced image pre-processing techniques.

Authors : Musthafa, M. Mohamed¹ (AUTHOR); Manimozhi, I.² (AUTHOR); Mahesh, T. R.³ (AUTHOR)

Source: BMC Medical Informatics & Decision Making. 5/27/2024, Vol. 24 Issue 1, p1-21. 21p.

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Academic Journal

A comprehensive study on machine learning models combining with oversampling for bronchopulmonary dysplasia-associated pulmonary hypertension in very preterm infants.

Authors : Wang, Dan^1,2,3 (AUTHOR); Huang, Shuwei⁴ (AUTHOR); Cao, Jingke^1,2 (AUTHOR)

Source: Respiratory Research. 5/8/2024, Vol. 25 Issue 1, p1-10. 10p.

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Academic Journal

Prediction of hot spots in protein–DNA binding interfaces based on discrete wavelet transform and wavelet packet transform.

Authors : Sun, Yu^1,2 (AUTHOR); Wu, Hongwei^1,2 (AUTHOR); Xu, Zhengrong^1,2 (AUTHOR)

Source: BMC Bioinformatics. 4/4/2023, Vol. 24 Issue 1, p1-16. 16p.

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نتائج البحث

فلترة النتائج

A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis.

Predictive modelling of linear growth faltering among pediatric patients with Diarrhea in Rural Western Kenya: an explainable machine learning approach.

Prognostic prediction for HER2-low breast cancer patients using a novel machine learning model.

Predicting diabetes in adults: identifying important features in unbalanced data over a 5-year cohort study using machine learning algorithm.

Prediction of sepsis mortality in ICU patients using machine learning methods.

Machine learning to optimize literature screening in medical guideline development.

Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms.

Optimizing double-layered convolutional neural networks for efficient lung cancer classification through hyperparameter optimization and advanced image pre-processing techniques.

A comprehensive study on machine learning models combining with oversampling for bronchopulmonary dysplasia-associated pulmonary hypertension in very preterm infants.

Prediction of hot spots in protein–DNA binding interfaces based on discrete wavelet transform and wavelet packet transform.

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