Literature DB >> 30117796

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

Victor E Staartjes, Marc L Schröder.   

Abstract

Mesh：

Year:  2018        PMID： 30117796     DOI： 10.3171/2018.5.SPINE18543

Source DB:  PubMed          Journal:  J Neurosurg Spine        ISSN： 1547-5646


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  4 in total

1.  External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusion.

Authors:  Ayesha Quddusi; Hubert A J Eversdijk; Anita M Klukowska; Marlies P de Wispelaere; Julius M Kernbach; Marc L Schröder; Victor E Staartjes
Journal:  Eur Spine J       Date:  2019-10-22       Impact factor: 3.134

Review 2.  Machine Learning in Pituitary Surgery.

Authors:  Vittorio Stumpo; Victor E Staartjes; Luca Regli; Carlo Serra
Journal:  Acta Neurochir Suppl       Date:  2022

3.  Development of machine learning models to prognosticate chronic shunt-dependent hydrocephalus after aneurysmal subarachnoid hemorrhage.

Authors:  Giovanni Muscas; Tommaso Matteuzzi; Eleonora Becattini; Simone Orlandini; Francesca Battista; Antonio Laiso; Sergio Nappini; Nicola Limbucci; Leonardo Renieri; Biagio R Carangelo; Salvatore Mangiafico; Alessandro Della Puppa
Journal:  Acta Neurochir (Wien)       Date:  2020-07-08       Impact factor: 2.216

4.  Topographic brain tumor anatomy drives seizure risk and enables machine learning based prediction.

Authors:  Kevin Akeret; Vittorio Stumpo; Victor E Staartjes; Flavio Vasella; Julia Velz; Federica Marinoni; Jean-Philippe Dufour; Lukas L Imbach; Luca Regli; Carlo Serra; Niklaus Krayenbühl
Journal:  Neuroimage Clin       Date:  2020-11-19       Impact factor: 4.881
  4 in total

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