2025
An interpretable deep-learning approach to detect biomarkers in anxious-depressed symptoms from prefrontal fNIRS signals during an autobiographical memory test
Zhang Y, Xu Y, Cheng Y, Zhao Y, Potenza M, Shi H. An interpretable deep-learning approach to detect biomarkers in anxious-depressed symptoms from prefrontal fNIRS signals during an autobiographical memory test. Asian Journal Of Psychiatry 2025, 107: 104451. PMID: 40158273, DOI: 10.1016/j.ajp.2025.104451.Peer-Reviewed Original ResearchAutobiographical Memory TestNon-anxious depressionFunctional near-infrared spectroscopyAnxious depressionMemory testDepressive symptomsAnxious-depressive symptomsNegative emotional valenceSevere mood disordersFrontal pole areasAD symptomsMood disordersEmotional valenceRight hemisphereNeuroimaging dataDiagnosed depressionSymptom groupsCognitive impairmentSymptom predictionHealthy controlsNear-infrared spectroscopyDepressionSymptomsRecall featuresArea under the receiver operating characteristic curve
2023
Magnetic Resonance-Guided Focused Ultrasound Thalamotomy Rebalances Atypical Functional Hierarchy in Patients with Essential Tremor
Lin J, Kang X, Lu H, Zhang D, Bian X, Zhou J, Hu J, Zhang D, Sepulcre J, Pan L, Lou X. Magnetic Resonance-Guided Focused Ultrasound Thalamotomy Rebalances Atypical Functional Hierarchy in Patients with Essential Tremor. Neurotherapeutics 2023, 20: 1755-1766. PMID: 37843768, PMCID: PMC10684443, DOI: 10.1007/s13311-023-01442-9.Peer-Reviewed Original ResearchConceptsMRgFUS thalamotomyET patientsEssential tremorMagnetic resonance-guided focused ultrasoundMatched health controlsPostoperative 6 monthsTremor symptomsHealth controlsFunctional MR imagingMRgFUSPatientsFeatures of Parkinson's diseaseThalamotomyRobust alterationsMR imagingPosterior cingulate cortexFocused ultrasoundCingulate cortexSymptomsNeurological diseasesAlterationsParkinson's diseaseSymptom predictionDiseaseTremor
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