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Academic Journal

Machine learning for outcome prediction in patients with non-valvular atrial fibrillation from the GLORIA-AF registry.

Subjects: Atrial Fibrillation*/Atrial Fibrillation*/Atrial Fibrillation*/diagnosis ; Machine Learning* ; Registries*

  • Source: Scientific reports [Sci Rep] 2024 Nov 07; Vol. 14 (1), pp. 27088. Date of Electronic Publication: 2024 Nov 07.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Understanding the heterogeneous performance of variant effect predictors across human protein-coding genes.

  • Authors : Fawzy M; MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.; Marsh JA

Subjects: Computational Biology*/Computational Biology*/Computational Biology*/methods; Humans ; ROC Curve

  • Source: Scientific reports [Sci Rep] 2024 Oct 30; Vol. 14 (1), pp. 26114. Date of Electronic Publication: 2024 Oct 30.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

The potential of a nomogram risk assessment model for the diagnosis of abdominal aortic aneurysm: a multicenter retrospective study.

  • Authors : Huo G; The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 26 Daoqian Street, Suzhou, Jiangsu, China.; Shen H

Subjects: Aortic Aneurysm, Abdominal*/Aortic Aneurysm, Abdominal*/Aortic Aneurysm, Abdominal*/diagnosis ; Aortic Aneurysm, Abdominal*/Aortic Aneurysm, Abdominal*/Aortic Aneurysm, Abdominal*/epidemiology ; Nomograms*

  • Source: Scientific reports [Sci Rep] 2024 Sep 15; Vol. 14 (1), pp. 21536. Date of Electronic Publication: 2024 Sep 15.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Machine learning in diagnostic support in medical emergency departments.

  • Authors : Brasen CL; Department of Biochemistry and Immunology, Lillebaelt Hospital, University Hospital of Southern Denmark, Beriderbakken 4, 7100, Vejle, Denmark. .; Faculty of Health Sciences, Department of Regional Health Research, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark. .

Subjects: Machine Learning* ; Emergency Service, Hospital*; Humans

  • Source: Scientific reports [Sci Rep] 2024 Aug 02; Vol. 14 (1), pp. 17889. Date of Electronic Publication: 2024 Aug 02.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Development of a nomogram to predict 30-day mortality in patients with post-infarction ventricular septal rupture.

  • Authors : Zhang Z; Department of Cardiology, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, No. 7 Weiwu Road, Zhengzhou, 450003, Henan, China.; Liu Y

Subjects: Nomograms* ; Ventricular Septal Rupture*/Ventricular Septal Rupture*/Ventricular Septal Rupture*/etiology ; Ventricular Septal Rupture*/Ventricular Septal Rupture*/Ventricular Septal Rupture*/mortality

  • Source: Scientific reports [Sci Rep] 2024 Jul 31; Vol. 14 (1), pp. 17690. Date of Electronic Publication: 2024 Jul 31.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

A two-tier feature selection method for predicting mortality risk in ICU patients with acute kidney injury.

  • Authors : Liu M; College of Health Science and Engineering University of Shanghai for Science and Technology, Shanghai, 200093, China.; Fan Z

Subjects: Acute Kidney Injury*/Acute Kidney Injury*/Acute Kidney Injury*/mortality ; Intensive Care Units* ; Hospital Mortality*

  • Source: Scientific reports [Sci Rep] 2024 Jul 22; Vol. 14 (1), pp. 16794. Date of Electronic Publication: 2024 Jul 22.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Detecting depression severity using weighted random forest and oxidative stress biomarkers.

  • Authors : Bader M; Department of Management Science and Engineering, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, United Arab Emirates.; Abdelwanis M

Subjects: Oxidative Stress* ; Biomarkers* ; Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/diagnosis

  • Source: Scientific reports [Sci Rep] 2024 Jul 15; Vol. 14 (1), pp. 16328. Date of Electronic Publication: 2024 Jul 15.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

A deep learning-based algorithm for pulmonary tuberculosis detection in chest radiography.

  • Authors : Chen CF; Division of Chest Medicine, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, R.O.C.; Shu-Zen Junior College of Medicine and Management, Kaohsiung, Taiwan, R.O.C.

Subjects: Deep Learning* ; Tuberculosis, Pulmonary*/Tuberculosis, Pulmonary*/Tuberculosis, Pulmonary*/diagnostic imaging ; Tuberculosis, Pulmonary*/Tuberculosis, Pulmonary*/Tuberculosis, Pulmonary*/diagnosis

  • Source: Scientific reports [Sci Rep] 2024 Jun 28; Vol. 14 (1), pp. 14917. Date of Electronic Publication: 2024 Jun 28.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Development and validation of an interpretable model for predicting sepsis mortality across care settings.

Subjects: Sepsis*/Sepsis*/Sepsis*/mortality ; Sepsis*/Sepsis*/Sepsis*/diagnosis; Humans

  • Source: Scientific reports [Sci Rep] 2024 Jun 13; Vol. 14 (1), pp. 13637. Date of Electronic Publication: 2024 Jun 13.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Applying oversampling before cross-validation will lead to high bias in radiomics.

  • Authors : Demircioğlu A; Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany. .

Subjects: Bias*; Humans ; ROC Curve

  • Source: Scientific reports [Sci Rep] 2024 May 21; Vol. 14 (1), pp. 11563. Date of Electronic Publication: 2024 May 21.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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