Using Multivariate Machine Learning Methods and Structural MRI to Classify Childhood Onset Schizophrenia and Healthy Controls
Bibliographic Data
| ID | 15520864 |
|---|---|
| Authors | Deanna Greenstein (corresponding author), James D Malley (0000-0002-9895-7454, Center for Information Technology), Brian Weisinger (National Institute of Mental Health), Liv Clasen (National Institutes of Health), Nitin Gogtay (National Institute of Mental Health) |
| Year | 2012 |
| Volume | 3 |
| Pages | 53-53 |
| Publication date | 2012-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Psychiatry (JOURNAL) |
| Journal identifiers | ISSN: 1664-0640 • E-ISSN: 1664-0640 |
| Publisher | Frontiers Media (PUBLISHER • CH) |
| DOI | 10.3389/fpsyt.2012.00053 |
| PMID | 22675310 |
| PMCID | PMC3365783 |
| OpenAlex | W2091202088 |
| Language | EN |
| Citations received | 3 |
| References cited | 4 |
Schizophrenia and control groups can be well classified using RF and anatomic brain measures, and brain-based probability of illness has a positive relationship with illness severity and a negative relationship with developmental delays/problems and CNV-based risk
Audiology · Machine learning · Magnetic resonance imaging · Multivariate statistics · Neuroimaging · Psychiatry · Radiology · Schizophrenia (object-oriented programming · Advanced Neuroimaging Techniques and Applications · Computer Science · Fetal and Pediatric Neurological Disorders · Functional Brain Connectivity Studies · Medicine · Psychology
| Unique citing works | 3 |
|---|---|
| Citations per year | 0,23 |
| Citation span | 2013 - 2023 (11) |
| Citation velocity | historical |
| Highly cited | No |
| Citation types | Neutral: 3 |