Generalizable stratification based on thalamo–somatomotor functional connectivity predicts responses to antidepressants in patients with depression
Yuto Kashiwagi, Tomoki Tokuda, Yuji Takahara, Yukiko Masaki, Yuki Sakai, Junichiro Yoshimoto, Ayumu Yamashita, Toshinori Yoshioka, Koichi Ogawa, Go Okada, Yasumasa Okamoto, Mitsuo Kawato, Okito Yamashita
Topics & Concepts
Major depressive disorderOverfittingBiomarkerGeneralizability theoryBiomarker discoveryPopulation stratificationPersonalized medicineFunctional magnetic resonance imagingMedicineDepression (economics)Precision medicinePsychologyStratification (seeds)Machine learningArtificial intelligenceNeuroimagingConnectomeCognitionLate life depressionFunctional connectivityNeuropsychologyPsychiatryNeuroscienceResearch Domain CriteriaClinical psychologyCognitive behavioral therapyBioinformaticsEscitalopramImaging biomarkerFunctional Brain Connectivity StudiesMental Health Research TopicsHeart Rate Variability and Autonomic Control