Concepedia

Classification of recurrent major depressive disorder using a new time series feature extraction method through multisite rs-fMRI data

Peishan Dai, Da Lu, Yun Q. Shi, Ying Zhou, Tong Xiong, Xiaoyan Zhou, Zailiang Chen, Beiji Zou, Hui Tang, Zhongchao Huang,

Journal of Affective Disorders · 2023 · 24 citations · 33 references

Concepts

MedicineNeurosciencePsychiatryClinical NeuroscienceNeuropsychiatryTime Series AnalysisDepressionDepressive DisordersFunctional NeuroimagingFunctional Time Series AnalysisPsychiatric DiagnosisTime Series Feature ExtractionDepression PathophysiologyFunctional Connectivity ImagingMajor DepressionMajor Depressive Disorder DiagnosisNeural Time Series Analysis

References

33

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

Computing, Computer Science, Computer Vision +16

Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

N. Tzourio-Mazoyer, Brigitte Landeau, Dimitri Papathanassiou et al. · NeuroImage · 2002 · 16.8K citations · Full text

Medicine, Anatomy, Neuroscience +15

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Àgata Lapedriza et al. · 2016 · 10.8K citations · Full text

Computing, Computer Science, Computer Vision +16

BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics

Mingrui Xia, Jinhui Wang, Yong He · PLoS ONE · 2013 · 4.3K citations · Full text

Computing, Neuroscience, Visualization +17

Ensemble learning: A survey

Omer Sagi, Lior Rokach · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2018 · 3K citations

Computing, Computer Science, Data Science +16