Harmonization of resting-state functional MRI data across multiple imaging sites via the separation of site differences into sampling bias and measurement bias

Ayumu Yamashita, Noriaki Yahata, Takashi Itahashi, +23

PLoS Biology

Brain MappingFunctional NeuroimagingMeasurement BiasMagnetic Resonance ImagingSocial Sciences +19

A Catalytic Asymmetric Strecker-Type Reaction: Interesting Reactivity Difference between TMSCN and HCN

Masahiro Takamura, Yoshitaka Hamashima, Hiroyuki Usuda, +2

Angewandte Chemie International Edition

Cross-coupling ReactionEnantioselective Strecker-type ReactionEngineeringCatalytic SystemOrganic Chemistry +10

A multi-site, multi-disorder resting-state magnetic resonance image database

Saori Tanaka, Ayumu Yamashita, Noriaki Yahata, +27

Scientific Data

Identification of depression subtypes and relevant brain regions using a data-driven approach

Tomoki Tokuda, Junichiro Yoshimoto, Yu Shimizu, +5

Scientific Reports

Association of thalamic hyperactivity with treatment-resistant depression and poor response in early treatment for major depression: a resting-state fMRI study using fractional amplitude of low-frequency fluctuations

Takanao Yamamura, Yasumasa Okamoto, Go Okada, +7

Translational Psychiatry

Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression

Kosuke Yoshida, Yu Shimizu, Junichiro Yoshimoto, +5

PLoS ONE

Neurophysiological BiomarkersPartial Least SquaresSocial SciencesMood SymptomSubcortical Ischemic Depression +17

Generalizable brain network markers of major depressive disorder across multiple imaging sites

Ayumu Yamashita, Yuki Sakai, Takashi Yamada, +20

PLoS Biology

Machine LearningSuccessful GeneralizationBrain MarkersBrain MappingSocial Sciences +21

Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO

Yu Shimizu, Junichiro Yoshimoto, Shigeru Toki, +5

PLoS ONE

Standard LassoMachine LearningEngineeringFeature SelectionGroup Lasso +26

Patients with major depressive disorder exhibit reduced reward size coding in the striatum

Masahiro Takamura, Yasumasa Okamoto, Go Okada, +11

Progress in Neuro-Psychopharmacology and Biological Psychiatry

Changes in resting-state brain networks after cognitive–behavioral therapy for chronic pain

Atsuo Yoshino, Yasumasma Okamoto, Go Okada, +9

Psychological Medicine