Cargando…

Machine learning prediction of motor response after deep brain stimulation in Parkinson’s disease—proof of principle in a retrospective cohort

INTRODUCTION: Despite careful patient selection for subthalamic nucleus deep brain stimulation (STN DBS), some Parkinson’s disease patients show limited improvement of motor disability. Innovative predictive analysing methods hold potential to develop a tool for clinicians that reliably predicts ind...

Descripción completa

Detalles Bibliográficos
Autores principales:	Habets, Jeroen G.V., Janssen, Marcus L.F., Duits, Annelien A., Sijben, Laura C.J., Mulders, Anne E.P., De Greef, Bianca, Temel, Yasin, Kuijf, Mark L., Kubben, Pieter L., Herff, Christian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	PeerJ Inc. 2020
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7680051/ https://www.ncbi.nlm.nih.gov/pubmed/33240642 http://dx.doi.org/10.7717/peerj.10317

Ejemplares similares

An update on adaptive deep brain stimulation in Parkinson's disease
por: Habets, Jeroen G.V., et al.
Publicado: (2018)

Mobile Health Daily Life Monitoring for Parkinson Disease: Development and Validation of Ecological Momentary Assessments
por: Habets, Jeroen, et al.
Publicado: (2020)

Monitoring Parkinson’s disease symptoms during daily life: a feasibility study
por: Heijmans, Margot, et al.
Publicado: (2019)

Rapid Dynamic Naturalistic Monitoring of Bradykinesia in Parkinson’s Disease Using a Wrist-Worn Accelerometer
por: Habets, Jeroen G. V., et al.
Publicado: (2021)

Comparing deep brain stimulation in the ventral intermediate nucleus versus the posterior subthalamic area in essential tremor patients
por: Degeneffe, Aurélie, et al.
Publicado: (2018)

Covid Proof Self‐Management Training for Caregivers of Patients with Parkinson's Disease
por: Duits, Annelien A., et al.
Publicado: (2020)

Stereotactic accuracy and frame mounting: A phantom study
por: Alptekin, Onur, et al.
Publicado: (2019)

Is there still need for microelectrode recording now the subthalamic nucleus can be well visualized with high field and ultrahigh MR imaging?
por: Kocabicak, Ersoy, et al.
Publicado: (2015)

Infections in deep brain stimulation: Shaving versus not shaving
por: Gubler, Felix S., et al.
Publicado: (2017)

Variability in subthalamic nucleus targeting for deep brain stimulation with 3 and 7 Tesla magnetic resonance imaging
por: Isaacs, Bethany R., et al.
Publicado: (2021)

Ventral Capsule/Ventral Striatum Stimulation in Obsessive‐Compulsive Disorder: Toward a Unified Connectomic Target for Deep Brain Stimulation?
por: van der Vlis, Tim A.M. Bouwens, et al.
Publicado: (2020)

The cross-sectional area of the vagus nerve is not reduced in Parkinson's disease patients()
por: Sijben, Laura C.J., et al.
Publicado: (2022)

White matter hyperintensity shape and location feature analysis on brain MRI; proof of principle study in patients with diabetes
por: de Bresser, Jeroen, et al.
Publicado: (2018)

The Potential of Stereotactic-EEG for Brain-Computer Interfaces: Current Progress and Future Directions
por: Herff, Christian, et al.
Publicado: (2020)

Cognitive Behavioral Therapy for Anxiety in Parkinsonʼs Disease: A Randomized Controlled Trial
por: Moonen, Anja J.H., et al.
Publicado: (2021)

Complexity analysis and dynamic characteristics of EEG using MODWT based entropies for identification of seizure onset
por: Raghu, Shivarudhrappa, et al.
Publicado: (2020)

Do-It-Yourself Gamified Cognitive Training: Viewpoint
por: van de Weijer, Sjors CF, et al.
Publicado: (2019)

Comparison of Olfactory Tract Diffusion Measures Between Early Stage Parkinson’s Disease Patients and Healthy Controls Using Ultra-High Field MRI
por: Heijmans, Margot, et al.
Publicado: (2022)

Impact of Procedural Sedation on the Clinical Outcome of Microelectrode Recording Guided Deep Brain Stimulation in Patients with Parkinson’s Disease
por: Bos, Michael J., et al.
Publicado: (2021)

Hearing assessment during deep brain stimulation of the central nucleus of the inferior colliculus and dentate cerebellar nucleus in rat
por: Smit, Jasper V., et al.
Publicado: (2017)

Special Issue: Trends in Clinical Deep Brain Stimulation
por: Janssen, Marcus L. F., et al.
Publicado: (2021)

The Parkin’Play study: protocol of a phase II randomized controlled trial to assess the effects of a health game on cognition in Parkinson’s disease
por: van de Weijer, Sjors C. F., et al.
Publicado: (2016)

Gamma Factory Proof-of-Principle Experiment
por: Krasny, M W, et al.
Publicado: (2019)

A Proof of Principle of Asymmetric Bunch Pair Merging
por: Benedikt, Michael, et al.
Publicado: (2003)

The social value of clinical research
por: Habets, Michelle GJL, et al.
Publicado: (2014)

Influence of Anesthesia and Clinical Variables on the Firing Rate, Coefficient of Variation and Multi-Unit Activity of the Subthalamic Nucleus in Patients with Parkinson’s Disease
por: Bos, Michael J., et al.
Publicado: (2020)

Antiangiogenesis in recurrent glioblastoma: proof of principle
por: Nossek, Erez, et al.
Publicado: (2009)

An in vitro proof-of-principle study of sonobactericide
por: Lattwein, Kirby R., et al.
Publicado: (2018)

Ultra-high field magnetic resonance imaging of the basal ganglia and related structures
por: Plantinga, Birgit R., et al.
Publicado: (2014)

The Cognitive Safety of Deep Brain Stimulation in Refractory Psychiatric Disorders
por: Duits, A., et al.
Publicado: (2013)

Stray-light Suppression for the MIRACLS Proof-of-principle Experiment
por: Lagaki, V, et al.
Publicado: (2020)

Neuromelanin related ultra-high field signal intensity of the locus coeruleus differs between Parkinson’s disease and controls
por: Wolters, Amée F., et al.
Publicado: (2023)

A free forum for neurosurgery and neuroscience
por: L. Kubben, Pieter
Publicado: (2010)

Neurosurgical content for mobile devices
por: Kubben, Pieter L.
Publicado: (2010)

QR codes in neurosurgery
por: Kubben, Pieter L
Publicado: (2011)

Neurosurgery Case Review
por: Kubben, Pieter L.
Publicado: (2012)

SLIC 2: Improved decision support for subaxial cervical spine injury
por: Kubben, Pieter L.
Publicado: (2012)

Neurosurgical videos going mobile
por: Kubben, Pieter L.
Publicado: (2010)

Twitter for neurosurgeons
por: Kubben, Pieter L.
Publicado: (2011)

What every neurosurgeon should know about the Web 2.0
por: Kubben, Pieter L.
Publicado: (2010)

Cannot write session to /tmp/vufind_sessions/sess_bq8h5o1avi3algemqujhc6pp30