Concepedia

Volumetric brain magnetic resonance imaging predicts functioning in bipolar disorder: A machine learning approach

Juliana Sartori, Ramiro Reckziegel, Ives Cavalcante Passos, Letícia Sanguinetti Czepielewski, Adam Fijtman, Leonardo A. Sodré, Raffael Massuda, Pedro Domingues Goi, Miréia Vianna-Sulzbach, Taiane de Azevedo Cardoso,

Journal of Psychiatric Research · 2018 · 52 citations · 50 references

Concepts

MedicineNeurosciencePsychiatryClinical NeuroscienceDiagnostic ImagingMachine LearningBipolar DisordersBrain ImagingFunctional NeuroimagingMagnetic Resonance ImagingNeural Data AnalysisVolume SegmentationBipolar Disorder AssociationBipolar Disorder DiagnosisLong-term Functional Outcome PredictionMachine Learning In NeuroimagingMood Disorders DiagnosisVolumetric ImagingVoxel Classification

References

50

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

A RATING SCALE FOR DEPRESSION

M. Hamilton · Journal of Neurology Neurosurgery & Psychiatry · 1960 · 32.6K citations · Full text

Social Sciences, Psychiatry, Psychology +12

World Medical Association Declaration of Helsinki

JAMA · 2013 · 29.4K citations

Health Professions, Health Sciences, Clinical Medicine +2

An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest

Rahul S. Desikan, Florent Ségonne, Bruce Fischl et al. · NeuroImage · 2006 · 14.1K citations

Medicine, Neuroscience, Biomedical Imaging +15

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11