Combined Metaheuristic Algorithm and Radiomics Strategy for the Analysis of Neuroanatomical Structures in Schizophrenia and Schizoaffective Disorders
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Combined Metaheuristic Algorithm and Radiomics Strategy for the Analysis of Neuroanatomical Structures in Schizophrenia and Schizoaffective Disorders
Authors
Keywords
Schizophrenia, Schizoaffective, Radiomic, Metaheuristic, Classifier
Journal
IRBM
Volume 42, Issue 5, Pages 353-368
Publisher
Elsevier BV
Online
2020-10-30
DOI
10.1016/j.irbm.2020.10.006
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Assessment of severity in neuropsychiatric disorders based on radiomic features with prior shape level set and metaheuristic algorithms
- (2019) Manohar Latha et al. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
- Segmentation and texture analysis of structural biomarkers using neighborhood-clustering-based level set in MRI of the schizophrenic brain
- (2018) Manohar Latha et al. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE
- Diagnosis of Schizophrenia Disorder in MR Brain Images Using Multi-objective BPSO Based Feature Selection with Fuzzy SVM
- (2017) Latha Manohar et al. Journal of Medical and Biological Engineering
- Radiomics: the bridge between medical imaging and personalized medicine
- (2017) Philippe Lambin et al. Nature Reviews Clinical Oncology
- Hierarchical prostate MRI segmentation via level set clustering with shape prior
- (2017) Xiong Yang et al. NEUROCOMPUTING
- Can we accurately classify schizophrenia patients from healthy controls using magnetic resonance imaging and machine learning? A multi-method and multi-dataset study
- (2017) Julie L. Winterburn et al. SCHIZOPHRENIA RESEARCH
- A combination of singular value decomposition and multivariate feature selection method for diagnosis of schizophrenia using fMRI
- (2016) Akanksha Juneja et al. Biomedical Signal Processing and Control
- Machine learning approaches in medical image analysis: From detection to diagnosis
- (2016) Marleen de Bruijne MEDICAL IMAGE ANALYSIS
- Active contour model and nonlinear shape priors with application to left ventricle segmentation in cardiac MR images
- (2016) Van-Truong Pham et al. OPTIK
- Radiomics: Images Are More than Pictures, They Are Data
- (2016) Robert J. Gillies et al. RADIOLOGY
- The nature of psychiatric disorders
- (2016) Kenneth S. Kendler World Psychiatry
- Enlarged lateral ventricles inversely correlate with reduced corpus callosum central volume in first episode schizophrenia: association with functional measures
- (2015) Elisabetta C. del Re et al. Brain Imaging and Behavior
- 3D structure tensor analysis of light microscopy data for validating diffusion MRI
- (2015) Ahmad Raza Khan et al. NEUROIMAGE
- Rare CNVs and Tag SNPs at 15q11.2 Are Associated With Schizophrenia in the Han Chinese Population
- (2012) Qian Zhao et al. SCHIZOPHRENIA BULLETIN
- Prevalence and Correlates of Bipolar Spectrum Disorder in the World Mental Health Survey Initiative
- (2011) Kathleen R. Merikangas et al. ARCHIVES OF GENERAL PSYCHIATRY
- Is cerebellar volume related to bipolar disorder?
- (2011) L. Baldaçara et al. JOURNAL OF AFFECTIVE DISORDERS
- Is schizoaffective disorder a distinct categorical diagnosis? A critical review of the literature
- (2011) Dan Abrams Neuropsychiatric Disease and Treatment
- Texture Analysis: A Review of Neurologic MR Imaging Applications
- (2010) A. Kassner et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Thalamic morphology in schizophrenia and schizoaffective disorder
- (2010) Matthew J. Smith et al. JOURNAL OF PSYCHIATRIC RESEARCH
- Automatic Segmentation of the Human Brain Ventricles from MR Images by Knowledge-Based Region Growing and Trimming
- (2009) Jimin Liu et al. NEUROINFORMATICS
- Neuropsychological abnormalities in schizophrenia and major mood disorders: Similarities and differences
- (2009) Deanna M. Barch Current Psychiatry Reports
- Schizophrenia: A Concise Overview of Incidence, Prevalence, and Mortality
- (2008) J. McGrath et al. EPIDEMIOLOGIC REVIEWS
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started