![Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning | Nature Communications Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning | Nature Communications](https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs41467-020-20655-6/MediaObjects/41467_2020_20655_Fig1_HTML.png)
Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning | Nature Communications
Neuroscience Researchers - You are invited to view a collection of impactful research articles published this year, carefully selected by Editors-in-Chief, Birte Forstmann and Michael Cohen, who also share some commentary, for
![Updating and characterizing neuroanatomical markers in high-risk subjects, recently diagnosed and chronic patients with schizophrenia: A revised coordinate-based meta-analysis - ScienceDirect Updating and characterizing neuroanatomical markers in high-risk subjects, recently diagnosed and chronic patients with schizophrenia: A revised coordinate-based meta-analysis - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S0149763421000245-ga1.jpg)
Updating and characterizing neuroanatomical markers in high-risk subjects, recently diagnosed and chronic patients with schizophrenia: A revised coordinate-based meta-analysis - ScienceDirect
Highlights in clinical autonomic neurosciences: Fainting and fainters — Who, why what to do when they show up in the emergency
![PDF) The Same Analysis Approach: Practical protection against the pitfalls of novel neuroimaging analysis methods PDF) The Same Analysis Approach: Practical protection against the pitfalls of novel neuroimaging analysis methods](https://i1.rgstatic.net/publication/315456377_The_Same_Analysis_Approach_Practical_protection_against_the_pitfalls_of_novel_neuroimaging_analysis_methods/links/5e32d480299bf1cdb9fe169e/largepreview.png)
PDF) The Same Analysis Approach: Practical protection against the pitfalls of novel neuroimaging analysis methods
![A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort - ScienceDirect A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S1053811912007896-fx1.jpg)
A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort - ScienceDirect
![B1+ map (in percent of the nominal flip angle) of single subject (same... | Download Scientific Diagram B1+ map (in percent of the nominal flip angle) of single subject (same... | Download Scientific Diagram](https://i1.rgstatic.net/publication/47519062_Unified_Segmentation_based_correction_of_R1_brain_maps_for_RF_transmit_field_inhomogeneities_UNICORT/links/0fcfd50fd3db966db5000000/largepreview.png)
B1+ map (in percent of the nominal flip angle) of single subject (same... | Download Scientific Diagram
![Multivariate genome-wide association study on tissue-sensitive diffusion metrics highlights pathways that shape the human brain | Nature Communications Multivariate genome-wide association study on tissue-sensitive diffusion metrics highlights pathways that shape the human brain | Nature Communications](https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs41467-022-30110-3/MediaObjects/41467_2022_30110_Fig1_HTML.png)
Multivariate genome-wide association study on tissue-sensitive diffusion metrics highlights pathways that shape the human brain | Nature Communications
Integrating across neuroimaging modalities boosts prediction accuracy of cognitive ability | PLOS Computational Biology
![Brain Functional Magnetic Resonance Imaging Highlights Altered Connections and Functional Networks in Patients With Hypertension | Hypertension Brain Functional Magnetic Resonance Imaging Highlights Altered Connections and Functional Networks in Patients With Hypertension | Hypertension](https://www.ahajournals.org/cms/asset/46f4b348-e06e-46e0-94b0-4a5cf46c402e/hypertensionaha.120.15296.fig04.jpg)