Detalhe da pesquisa
1.
A critical moment in machine learning in medicine: on reproducible and interpretable learning.
Acta Neurochir (Wien)
; 166(1): 14, 2024 Jan 16.
Artigo
Inglês
| MEDLINE | ID: mdl-38227273
2.
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I-Introduction and General Principles.
Acta Neurochir Suppl
; 134: 7-13, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862522
3.
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and Overfitting.
Acta Neurochir Suppl
; 134: 15-21, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862523
4.
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III-Model Evaluation and Other Points of Significance.
Acta Neurochir Suppl
; 134: 23-31, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862524
5.
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification Problems.
Acta Neurochir Suppl
; 134: 33-41, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862525
6.
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression Problems.
Acta Neurochir Suppl
; 134: 43-50, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862526
7.
Dimensionality Reduction: Foundations and Applications in Clinical Neuroscience.
Acta Neurochir Suppl
; 134: 59-63, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862528
8.
Introduction to Machine Learning in Neuroimaging.
Acta Neurochir Suppl
; 134: 121-124, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862536
9.
Machine Learning-Based Radiomics in Neuro-Oncology.
Acta Neurochir Suppl
; 134: 139-151, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862538
10.
Foundations of Time Series Analysis.
Acta Neurochir Suppl
; 134: 215-220, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862545
11.
The Artificial Intelligence Doctor: Considerations for the Clinical Implementation of Ethical AI.
Acta Neurochir Suppl
; 134: 257-261, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862549
12.
Foundations of Feature Selection in Clinical Prediction Modeling.
Acta Neurochir Suppl
; 134: 51-57, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862527
13.
Machine Learning Algorithms in Neuroimaging: An Overview.
Acta Neurochir Suppl
; 134: 125-138, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-34862537
14.
18F-FET-PET-guided gross total resection improves overall survival in patients with WHO grade III/IV glioma: moving towards a multimodal imaging-guided resection.
J Neurooncol
; 155(1): 71-80, 2021 Oct.
Artigo
Inglês
| MEDLINE | ID: mdl-34599479
15.
Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants.
Proc Natl Acad Sci U S A
; 115(48): 12295-12300, 2018 11 27.
Artigo
Inglês
| MEDLINE | ID: mdl-30420501
16.
External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusion.
Eur Spine J
; 29(2): 374-383, 2020 02.
Artigo
Inglês
| MEDLINE | ID: mdl-31641905
17.
Machine learning in neurosurgery: a global survey.
Acta Neurochir (Wien)
; 162(12): 3081-3091, 2020 12.
Artigo
Inglês
| MEDLINE | ID: mdl-32812067
18.
Bayesian stroke modeling details sex biases in the white matter substrates of aphasia.
Commun Biol
; 6(1): 354, 2023 03 31.
Artigo
Inglês
| MEDLINE | ID: mdl-37002267
19.
Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival.
Brain Commun
; 5(1): fcac336, 2023.
Artigo
Inglês
| MEDLINE | ID: mdl-36632188
20.
Pattern learning reveals brain asymmetry to be linked to socioeconomic status.
Cereb Cortex Commun
; 3(2): tgac020, 2022.
Artigo
Inglês
| MEDLINE | ID: mdl-35702547