Identification and Therapeutic Outcome Prediction of Cervical Spondylotic Myelopathy Based on the Functional Connectivity From Resting-State Functional MRI Data: A Preliminary Machine Learning Study
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Title
Identification and Therapeutic Outcome Prediction of Cervical Spondylotic Myelopathy Based on the Functional Connectivity From Resting-State Functional MRI Data: A Preliminary Machine Learning Study
Authors
Keywords
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Journal
Frontiers in Neurology
Volume 12, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2021-10-10
DOI
10.3389/fneur.2021.711880
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Note: Only part of the references are listed.- Resting-state Amplitude of Low-frequency Fluctuation is a Potentially Useful Prognostic Functional Biomarker in Cervical Myelopathy
- (2020) Shota Takenaka et al. CLINICAL ORTHOPAEDICS AND RELATED RESEARCH
- MVPANI: A Toolkit With Friendly Graphical User Interface for Multivariate Pattern Analysis of Neuroimaging Data
- (2020) Yanmin Peng et al. Frontiers in Neuroscience
- Neural Correlates of Cognitive Dysfunctions in Cervical Spondylotic Myelopathy Patients: A Resting-State fMRI Study
- (2020) Rui Zhao et al. Frontiers in Neurology
- Machine learning in resting-state fMRI analysis
- (2019) Meenakshi Khosla et al. MAGNETIC RESONANCE IMAGING
- A Machine Learning Approach for the Identification of a Biomarker of Human Pain using fNIRS
- (2019) Raul Fernandez Rojas et al. Scientific Reports
- Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study
- (2019) Shota Takenaka et al. Scientific Reports
- Functional Connectivity Changes of the Visual Cortex in the Cervical Spondylotic Myelopathy Patients
- (2019) Zhao Chen et al. SPINE
- Alterations of functional connectivity between thalamus and cortex before and after decompression in cervical spondylotic myelopathy patients
- (2019) Xinji Peng et al. NEUROREPORT
- The prevalence and associated factors of symptomatic cervical Spondylosis in Chinese adults: a community-based cross-sectional study
- (2018) Yanwei Lv et al. BMC MUSCULOSKELETAL DISORDERS
- Clinical and magnetic resonance imaging predictors of the surgical outcomes of patients with cervical spondylotic myelopathy
- (2018) Xiang-Yu Li et al. CLINICAL NEUROLOGY AND NEUROSURGERY
- Visual cortex neural activity alteration in cervical spondylotic myelopathy patients: a resting-state fMRI study
- (2018) Zhao Chen et al. NEURORADIOLOGY
- Minimum Clinically Important Difference and Patient Acceptable Symptom State of Japanese Orthopaedic Association Score in Degenerative Cervical Myelopathy Patients
- (2018) So Kato et al. SPINE
- Remote motor system metabolic profile and surgery outcome in cervical spondylotic myelopathy
- (2017) Sorin C. Craciunas et al. JOURNAL OF NEUROSURGERY-SPINE
- Metabolite and functional profile of patients with cervical spondylotic myelopathy
- (2017) Izabela Aleksanderek et al. JOURNAL OF NEUROSURGERY-SPINE
- Cervical Spondylotic Myelopathy: Metabolite Changes in the Primary Motor Cortex after Surgery
- (2017) Izabela Aleksanderek et al. RADIOLOGY
- Test-Retest Reliability of “High-Order” Functional Connectivity in Young Healthy Adults
- (2017) Han Zhang et al. Frontiers in Neuroscience
- Functional cortical reorganization in cases of cervical spondylotic myelopathy and changes associated with surgery
- (2016) Indira Devi Bhagavatula et al. Neurosurgical Focus
- Multivariate classification of autism spectrum disorder using frequency-specific resting-state functional connectivity—A multi-center study
- (2016) Heng Chen et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Classification and Extraction of Resting State Networks Using Healthy and Epilepsy fMRI Data
- (2016) Svyatoslav Vergun et al. Frontiers in Neuroscience
- A test-retest dataset for assessing long-term reliability of brain morphology and resting-state brain activity
- (2016) Lijie Huang et al. Scientific Data
- Cervical Spondylotic Myelopathy
- (2016) Aditya Iyer et al. Clinical Spine Surgery
- Amplitude of Low Frequency Fluctuation (ALFF) in the Cervical Spinal Cord with Stenosis: A Resting State fMRI Study
- (2016) Xiaojia Liu et al. PLoS One
- Update on the Diagnosis and Management of Cervical Spondylotic Myelopathy
- (2015) Darren R. Lebl et al. JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS
- Individual Variability and Test-Retest Reliability Revealed by Ten Repeated Resting-State Brain Scans over One Month
- (2015) Bing Chen et al. PLoS One
- The Minimum Clinically Important Difference of the Modified Japanese Orthopaedic Association Scale in Patients with Degenerative Cervical Myelopathy
- (2015) Lindsay Tetreault et al. SPINE
- Tract-Specific Diffusion Tensor Imaging in Cervical Spondylotic Myelopathy Before and After Decompressive Spinal Surgery: Preliminary Results
- (2015) K. Y. Wang et al. Clinical Neuroradiology
- Intrinsic Functional Plasticity of the Sensory-Motor Network in Patients with Cervical Spondylotic Myelopathy
- (2015) F. Q. Zhou et al. Scientific Reports
- Alteration of Regional Homogeneity within the Sensorimotor Network after Spinal Cord Decompression in Cervical Spondylotic Myelopathy: A Resting-State fMRI Study
- (2015) Yongming Tan et al. Biomed Research International
- Pathobiology of cervical spondylotic myelopathy
- (2014) Spyridon K. Karadimas et al. EUROPEAN SPINE JOURNAL
- Research Review: Functional brain connectivity and child psychopathology - overview and methodological considerations for investigators new to the field
- (2014) Marguerite Matthews et al. JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY
- Multivariate Classification of Blood Oxygen Level-Dependent fMRI Data with Diagnostic Intention: A Clinical Perspective
- (2013) B. Sundermann et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Multivariate classification of social anxiety disorder using whole brain functional connectivity
- (2013) Feng Liu et al. Brain Structure & Function
- Prevalence of cervical spondylotic myelopathy
- (2013) Hieronymus D. Boogaarts et al. EUROPEAN SPINE JOURNAL
- Dynamic functional connectivity: Promise, issues, and interpretations
- (2013) R. Matthew Hutchison et al. NEUROIMAGE
- Diffusion tensor imaging of somatosensory tract in cervical spondylotic myelopathy and its link with electrophysiological evaluation
- (2013) Chun-Yi Wen et al. Spine Journal
- Prognostic value of magnetic resonance imaging combined with electromyography in the surgical management of cervical spondylotic myelopathy
- (2013) FA-JING LIU et al. Experimental and Therapeutic Medicine
- Diffusion Tensor Imaging Correlates with the Clinical Assessment of Disease Severity in Cervical Spondylotic Myelopathy and Predicts Outcome following Surgery
- (2012) J.G.A. Jones et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Cervical Spondylotic Myelopathy
- (2012) Michel Toledano et al. NEUROLOGIC CLINICS
- Cervical Spondylotic Myelopathy
- (2012) Sukhvinder Kalsi-Ryan et al. NEUROSCIENTIST
- Association of magnetic resonance imaging signal changes and outcome prediction after surgery for cervical spondylotic myelopathy
- (2011) Aditya Vedantam et al. JOURNAL OF NEUROSURGERY-SPINE
- Functional connectivity hubs in the human brain
- (2011) Dardo Tomasi et al. NEUROIMAGE
- Support vector machine classification and characterization of age-related reorganization of functional brain networks
- (2011) Timothy B. Meier et al. NEUROIMAGE
- Dynamic Changes in Dural Sac and Spinal Cord Cross-Sectional Area in Patients With Cervical Spondylotic Myelopathy
- (2010) Masaaki Machino et al. SPINE
- Compensatory cerebral adaptations before and evolving changes after surgical decompression in cervical spondylotic myelopathy
- (2008) Yun Dong et al. JOURNAL OF NEUROSURGERY-SPINE
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