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Staartjes, Victor E. [Editor]; Regli, Luca [Editor]; Serra, Carlo [Editor]

Machine learning in clinical neuroscience : foundations and applications

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Cham: Springer, [2022]

Published in: Acta neurochirurgica / Supplementa ; 134
Staartjes, Victor E. [Editor]; Regli, Luca [Editor]; Serra, Carlo [Editor]

Machine Learning in Clinical Neuroscience : Foundations and Applications - [1st ed. 2022.]

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Cham: Springer International Publishing, 2022. ; Cham: Imprint: Springer, 2022.

Published in: Acta Neurochirurgica Supplement ; 134- Springer eBook Collection
Ciobanu-Caraus, Olga [Author]; Aicher, Anatol [Author]; Kernbach, Julius [Author]; Regli, Luca [Author]; Serra, Carlo [Author]; Staartjes, Victor E. [Author]

A critical moment in machine learning in medicine : on reproducible and interpretable learning

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https://link.springer.com/article/10.1007/s00701-024-05892-8

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16 January 2024

Published in: Acta neurochirurgica ; 166(2024), 1, Artikel-ID 14, Seite 1-7
Kernbach, Julius M [Author]; Delev, Daniel [Author]; Serra, Carlo [Author]; Krayenbühl, Niklaus [Author]; Akeret, Kevin [Author]; Neuloh, Georg [Author]; Clusmann, Hans [Author]; Bzdok, Danilo [Author]; Eickhoff, Simon B [Author]; Staartjes, Victor E [Author]; Vasella, Flavio [Author]; Weller, Michael [Author]; Regli, Luca [Author]

Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival

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Guarantors of Brain, 2023

Published in: Brain communications 5(1), fcac336 (2023). doi:10.1093/braincomms/fcac336
Staartjes, Victor E.; Mathiesen, Tiit

Response to the Letter to the Editor regarding “Promotion of a neurosurgical academic journal on social media: a 1-year experience”

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Springer Science and Business Media LLC, 2024

Published in: Acta Neurochirurgica
Stumpo, Vittorio; Staartjes, Victor E.

Neurosurgery Oral Board Review by Jonathan S. Citow et al. (2019) 376 pp, 335 illustrationsPaperback/softback,ISBN: 9781684201266 Thieme publishers New York/Stuttgart

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Springer Science and Business Media LLC, 2020

Published in: Acta Neurochirurgica
Staartjes, Victor E.; Stumpo, Vittorio

Vasilios A. Zerris (2019): Neurosurgical Review: For Daily Clinical Use and Oral Board Preparation : Thieme Publishers, 2019 (ISBN: 9781684200214)

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Springer Science and Business Media LLC, 2020

Published in: Acta Neurochirurgica
Staartjes, Victor E.; Kernbach, Julius M.

Letter to the Editor. Importance of calibration assessment in machine learning–based predictive analytics

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Journal of Neurosurgery Publishing Group (JNSPG), 2020

Published in: Journal of Neurosurgery: Spine
Kernbach, Julius M.; Staartjes, Victor E.

Predicted Prognosis of Pancreatic Cancer Patients by Machine Learning—Letter

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American Association for Cancer Research (AACR), 2020

Published in: Clinical Cancer Research
Victor E. Staartjes; Martin N. Stienen

Data Mining in Spine Surgery: Leveraging Electronic Health Records for Machine Learning and Clinical Research

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2019

Published in: Neurospine
Staartjes, Victor E.; Schröder, Marc L.

The five-repetition sit-to-stand test: evaluation of a simple and objective tool for the assessment of degenerative pathologies of the lumbar spine

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Journal of Neurosurgery Publishing Group (JNSPG), 2018

Published in: Journal of Neurosurgery: Spine
Staartjes, Victor E.; Schröder, Marc L.

Letter to the Editor. Class imbalance in machine learning for neurosurgical outcome prediction: are our models valid?

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Journal of Neurosurgery Publishing Group (JNSPG), 2018

Published in: Journal of Neurosurgery: Spine
Schröder, Marc L.; Staartjes, Victor E.

Revisions for screw malposition and clinical outcomes after robot-guided lumbar fusion for spondylolisthesis

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Journal of Neurosurgery Publishing Group (JNSPG), 2017

Published in: Neurosurgical Focus
Lara M. Höbner; Alexandra Grob; Victor E. Staartjes

Predicting Proximal Junctional Kyphosis After Adult Spinal Deformity Surgery: A Step Towards True “Precision” Medicine?: Commentary on “Development and Validation of an Online Calculator to Predict Proximal Junctional Kyphosis After Adult Spinal Deformity Surgery Using Machine Learning”

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2023

Published in: Neurospine
Siccoli, Alessandro; Schröder, Marc L.; Staartjes, Victor E.

Association of age with incidence and timing of recurrence after microdiscectomy for lumbar disc herniation

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Springer Science and Business Media LLC, 2021

Published in: European Spine Journal
Siccoli, Alessandro; Schröder, Marc L.; Staartjes, Victor E.

Influence of dynamic preoperative body mass index changes on patient-reported outcomes after surgery for degenerative lumbar spine disease

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Springer Science and Business Media LLC, 2021

Published in: Neurosurgical Review
Victor E. Staartjes; Bianca Battilana; Marc L. Schröder

Robot-Guided Transforaminal Versus Robot-Guided Posterior Lumbar Interbody Fusion for Lumbar Degenerative Disease

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2021

Published in: Neurospine
Staartjes, Victor E.; Klukowska, Anita M.; Schröder, Marc L.

Association of maximum back and leg pain severity with objective functional impairment as assessed by five-repetition sit-to-stand testing: analysis of two prospective studies

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Springer Science and Business Media LLC, 2020

Published in: Neurosurgical Review
Staartjes, Victor E.; Beusekamp, Femke; Schröder, Marc L.

Can objective functional impairment in lumbar degenerative disease be reliably assessed at home using the five-repetition sit-to-stand test? A prospective study

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Springer Science and Business Media LLC, 2019

Published in: European Spine Journal
Staartjes, Victor E.; de Wispelaere, Marlies P.; Schröder, Marc L.

Improving recovery after elective degenerative spine surgery: 5-year experience with an enhanced recovery after surgery (ERAS) protocol

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Journal of Neurosurgery Publishing Group (JNSPG), 2019

Published in: Neurosurgical Focus

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