Responders to rTMS for depression show increased fronto-midline theta and theta connectivity compared to non-responders
Bailey, N.W., Hoy, K.E., Rogasch, N.C., Thomson, R.H., McQueen, S., Elliot, D., Sullivan, C.M., Fulcher, B.D., Daskalakis, Z.J., Fitzgerald, P.B.·2018·Brain Stimulation
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- Mood Disorders2021 · Cambridge University Press eBooks
- The promise of artificial neural networks, EEG, and MRI for Alzheimer’s diseaseNeil Wayne Bailey, Kate E. Hoy · 2020 · Clinical Neurophysiology
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- Functional brain network modulation following conventional and optimized HD-tDCS in major depressive disorder: A machine learning prediction of treatment responseMikaeil Tabarraei, Sepideh Jabbari, Marzieh Abdi, Mohsen Dadashi, Mohammad Ali Salehinejad · 2026 · Journal of Affective Disorders
- Neuroimaging Studies of Effects of Psychotherapy in DepressionIsabelle E. Bauer, Thomas Daniel Meyer · 2021 · Cambridge University Press eBooks
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- Baseline resting EEG measures differentiate rTMS treatment responders and non-respondersPakin Kaewpijit, Paul Bernard Fitzgerald, Kate E. Hoy, Neil Wayne Bailey · 2023 · medRxiv
- Brain stimulation outcome prediction in Major Depressive Disorder by deep learning models using EEG representationsMohsen Sadat Shahabi, Ahmad Shalbaf, Reza Rostami, Reza Kazemi · 2025 · Computer Methods in Biomechanics & Biomedical Engineering
- Differential neural responses to rhythmic and patterned TMS protocols: Insights from EEG spectral analysisThomas E. Valles, Mohamad Shamas, Hope Hawkins, Cole D. Matthews, Doan Ngo, Hrag Peltekian, Hewa Artin, Margaret G. Distler, Dustin Z. DeYoung, Evan Hy Einstein et al. · 2026 · Neuropsychopharmacology
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- Using Neuroimaging and Electroencephalography for Prediction of Treatment Resistance in Psychiatric DisordersJe‐Yeon Yun, Seung‐Hwan Lee · 2018 · Springer eBooks
- The Combined and Differential Effects of Monophasic and Biphasic Repetitive Transcranial Magnetic Stimulation on ERP-Indexed Attentional Processing in Treatment-Resistant DepressionMolly Hyde · 2019 · uO Research (University of Ottawa)
- Imaging Genetic and Epigenetic Markers in Mood DisordersSara Poletti, Elena A. Mazza, Benedetta Vai, Francesco Benedetti · 2021 · Cambridge University Press eBooks
- Brain Imaging of Reward Dysfunction in Unipolar and Bipolar DisordersPoornima Kumar, Yueyi Jiang, Alexis Estelle Whitton · 2021 · Cambridge University Press eBooks
- Resting-State Functional Connectivity in Unipolar DepressionZiqi Chen, Qiyong Gong · 2021 · Cambridge University Press eBooks
- Brain Imaging Methods in Mood DisordersSudhakar Selvaraj, Paolo Brambilla, Jair C. Soares · 2021 · Cambridge University Press eBooks
- Magnetic Resonance Spectroscopy Investigations of Bioenergy and Mitochondrial Function in Mood DisordersBrent Michael Kious, Perry Franklin Renshaw · 2021 · Cambridge University Press eBooks
- Neuroimaging Brain Inflammation in Mood DisordersJeffrey H. Meyer · 2021 · Cambridge University Press eBooks
- Functional Near-Infrared Spectroscopy Studies in Mood DisordersKoji Matsuo, Toshio Matsubara · 2021 · Cambridge University Press eBooks
- Neuroanatomical Findings in Unipolar Depression and the Role of the HippocampusDanilo Arnone · 2021 · Cambridge University Press eBooks
- Neuroimaging Biomarkers in Pediatric Mood DisordersMelissa Packer West, Whitney J. Tang, Manpreet K. Singh · 2021 · Cambridge University Press eBooks
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- Imaging Glutamatergic and GABAergic Abnormalities in Mood DisordersEstêvão Scotti-Muzzi, Maria Concepción García Otaduy, Márcio Gerhardt Soeiro‐de‐Souza, Rodrigo Machado‐Vieira · 2021 · Cambridge University Press eBooks
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- Two steps forward, one step backNoralie Krepel · 2021 · Research Publications (Maastricht University)
- IndexSudhakar Selvaraj, Paolo Brambilla, Jair C. Soares · 2021 · Cambridge University Press eBooks
- PrefaceSudhakar Selvaraj, Paolo Brambilla, Jair C. Soares · 2021 · Cambridge University Press eBooks
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- Predicting Depression Therapy Outcomes Using EEG-Derived Amplitude Polar MapsHesam Akbari, Wael Korani, Sadiq Youssef Muhammad, Reza Rostami, Reza Kazemi, Muhammad Tariq Sadiq · 2025 · Brain Sciences
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- Additional file 2 of Analysis of EEG features and study of automatic classification in first-episode and drug-naïve patients with major depressive disorderHuang, Yuanyuan, Yun Yi, Qiang Chen, Li, Hehua, Shixuan Feng, Sumiao Zhou, Ziyun Zhang, Chenyu Liu, Li, Junhao, Qiuling Lu et al. · 2024 · Figshare
- Additional file 1 of Analysis of EEG features and study of automatic classification in first-episode and drug-naïve patients with major depressive disorderHuang, Yuanyuan, Yun Yi, Qiang Chen, Li, Hehua, Shixuan Feng, Sumiao Zhou, Ziyun Zhang, Liu, Chenyu, Li, Junhao, Lu, Qiuling et al. · 2024 · Figshare
- A multifeature machine learning and resting-state EEG study reveals differences in beta oscillation in late-life depression with or without mild cognitive impairmentShihan Tian, Gaohong Lin, Yijie Zeng, Qiang Wang, Yicheng Lin, Kexin Yao, Z Wang, Zhidai Xiao, J S Chen, Youxuan Zheng et al. · 2026 · BMC Psychiatry
- EEG biomarkers of accelerated prolonged intermittent theta-burst stimulation in depression: Machine learning with a minimal-electrode montageChun-Hung Chang, Alexander Thomas Sack, Che‐Sheng Chu, Hsin‐An Chang · 2026 · Brain stimulation
- Pro-inflammatory markers interact with spontaneous theta oscillations to predict depression among adolescentsMikki D. Schantell, Nayoung Kim, Esha Trivedi, Emma Wool, Madeline M. McGregor, Sarah E. Sarkas, Lilian Y. Li, Allison M. Letkiewicz, Katherine Durham, David Pagliaccio et al. · 2026 · Brain Behavior and Immunity
- Multi‐Modal AI Approach in Depression Detection and Treatment: A Systematic Review of Last DecadeSmith K. Khare, Esmaeil S. Nadimi, U Rajendra Acharya, Victoria Blanes‐Vidal · 2026 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
- Electroencephalography biomarkers of response to transcranial magnetic stimulation for treatment-resistant major depression: Protocol and rationale of a naturalistic study in veteransAmin Zandvakili, Mary E. Kelley, Timothy Lyons, TeChieh Chen, Anne B. Felde, Michael A. Norred, Jong H. Yoon, Zachary D. Zuschlag, Andrew F. Leuchter, Frank Andrew Kozel et al. · 2026 · Personalized Medicine in Psychiatry
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