Kernbach JM - Search Results

1

Machine learning in neurosurgery: a global survey.

Staartjes VE, Stumpo V, Kernbach JM, Klukowska AM, Gadjradj PS, Schröder ML, Veeravagu A, Stienen MN, van Niftrik CHB, Serra C, Regli L. Staartjes VE, et al. Among authors: kernbach jm. Acta Neurochir (Wien). 2020 Dec;162(12):3081-3091. doi: 10.1007/s00701-020-04532-1. Epub 2020 Aug 18. Acta Neurochir (Wien). 2020. PMID: 32812067 Free PMC article.

2

Letter to the Editor Regarding "Investigating Risk Factors and Predicting Complications in Deep Brain Stimulation Surgery with Machine Learning Algorithms".

Staartjes VE, Kernbach JM. Staartjes VE, et al. Among authors: kernbach jm. World Neurosurg. 2020 May;137:496. doi: 10.1016/j.wneu.2020.01.189. World Neurosurg. 2020. PMID: 32365450 No abstract available.

3

Significance of external validation in clinical machine learning: let loose too early?

Staartjes VE, Kernbach JM. Staartjes VE, et al. Among authors: kernbach jm. Spine J. 2020 Jul;20(7):1159-1160. doi: 10.1016/j.spinee.2020.02.016. Spine J. 2020. PMID: 32624150 No abstract available.

4

Predicted Prognosis of Pancreatic Cancer Patients by Machine Learning-Letter.

Kernbach JM, Staartjes VE. Kernbach JM, et al. Clin Cancer Res. 2020 Jul 15;26(14):3891. doi: 10.1158/1078-0432.CCR-20-0523. Clin Cancer Res. 2020. PMID: 32669273 No abstract available.

5

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I-Introduction and General Principles.

Kernbach JM, Staartjes VE. Kernbach JM, et al. Acta Neurochir Suppl. 2022;134:7-13. doi: 10.1007/978-3-030-85292-4_2. Acta Neurochir Suppl. 2022. PMID: 34862522

6

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and Overfitting.

Kernbach JM, Staartjes VE. Kernbach JM, et al. Acta Neurochir Suppl. 2022;134:15-21. doi: 10.1007/978-3-030-85292-4_3. Acta Neurochir Suppl. 2022. PMID: 34862523 Review.

7

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III-Model Evaluation and Other Points of Significance.

Staartjes VE, Kernbach JM. Staartjes VE, et al. Among authors: kernbach jm. Acta Neurochir Suppl. 2022;134:23-31. doi: 10.1007/978-3-030-85292-4_4. Acta Neurochir Suppl. 2022. PMID: 34862524

8

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification Problems.

Staartjes VE, Kernbach JM. Staartjes VE, et al. Among authors: kernbach jm. Acta Neurochir Suppl. 2022;134:33-41. doi: 10.1007/978-3-030-85292-4_5. Acta Neurochir Suppl. 2022. PMID: 34862525

9

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression Problems.

Staartjes VE, Kernbach JM. Staartjes VE, et al. Among authors: kernbach jm. Acta Neurochir Suppl. 2022;134:43-50. doi: 10.1007/978-3-030-85292-4_6. Acta Neurochir Suppl. 2022. PMID: 34862526

10

Foundations of Feature Selection in Clinical Prediction Modeling.

Staartjes VE, Kernbach JM, Stumpo V, van Niftrik CHB, Serra C, Regli L. Staartjes VE, et al. Among authors: kernbach jm. Acta Neurochir Suppl. 2022;134:51-57. doi: 10.1007/978-3-030-85292-4_7. Acta Neurochir Suppl. 2022. PMID: 34862527

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