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BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273642"}
@article{bb278956,
AUTHOR = "Han, J. and Zhang, Z.X. and Mascolo, C. and Andre, E. and Tao, J.H. and Zhao, Z. and Schuller, B.W.",
TITLE = "Deep Learning for Mobile Mental Health:
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JOURNAL = SPMag,
VOLUME = "38",
YEAR = "2021",
NUMBER = "6",
MONTH = "November",
PAGES = "96-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273643"}
@article{bb278957,
AUTHOR = "Chiong, R. and Budhi, G.S. and Dhakal, S.",
TITLE = "Combining Sentiment Lexicons and Content-Based Features for
Depression Detection",
JOURNAL = IEEE_Int_Sys,
VOLUME = "36",
YEAR = "2021",
NUMBER = "6",
MONTH = "November",
PAGES = "99-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273644"}
@article{bb278958,
AUTHOR = "Shen, J. and Zhang, X.W. and Wang, G. and Ding, Z.J. and Hu, B.",
TITLE = "An Improved Empirical Mode Decomposition of Electroencephalogram
Signals for Depression Detection",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "262-271",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273645"}
@article{bb278959,
AUTHOR = "Liu, J. and Dey, N. and Crespo, R.G. and Shi, F.Q. and Liu, C.",
TITLE = "Inadequate dataset learning for major depressive disorder MRI
semantic classification",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "6",
PAGES = "1648-1656",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273646"}
@article{bb278960,
AUTHOR = "Huang, Z.C. and Epps, J. and Joachim, D.",
TITLE = "Investigation of Speech Landmark Patterns for Depression Detection",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "666-679",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273647"}
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AUTHOR = "Uddin, M.A. and Joolee, J.B. and Lee, Y.K.",
TITLE = "Depression Level Prediction Using Deep Spatiotemporal Features and
Multilayer Bi-LTSM",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "864-870",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273648"}
@article{bb278962,
AUTHOR = "Song, S.Y. and Jaiswal, S. and Shen, L.L. and Valstar, M.",
TITLE = "Spectral Representation of Behaviour Primitives for Depression
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JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "829-844",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273649"}
@article{bb278963,
AUTHOR = "Zhang, X.W. and Pan, J. and Shen, J. and ud Din, Z. and Li, J.L. and Lu, D.W. and Wu, M.X. and Hu, B.",
TITLE = "Fusing of Electroencephalogram and Eye Movement With Group Sparse
Canonical Correlation Analysis for Anxiety Detection",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "958-971",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273650"}
@article{bb278964,
AUTHOR = "Lu, H.F. and Xu, S.H. and Hu, X. and Ngai, E. and Guo, Y. and Wang, W. and Hu, B.",
TITLE = "Postgraduate Student Depression Assessment by Multimedia Gait
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JOURNAL = MultMedMag,
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YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "56-65",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273651"}
@article{bb278965,
AUTHOR = "de Melo, W.C. and Granger, E. and Hadid, A.",
TITLE = "A Deep Multiscale Spatiotemporal Network for Assessing Depression
From Facial Dynamics",
JOURNAL = AffCom,
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NUMBER = "3",
MONTH = "July",
PAGES = "1581-1592",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273652"}
@article{bb278966,
AUTHOR = "Zhou, X.Z. and Wei, Z.Q. and Xu, M. and Qu, S. and Guo, G.D.",
TITLE = "Facial Depression Recognition by Deep Joint Label Distribution and
Metric Learning",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "3",
MONTH = "July",
PAGES = "1605-1618",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273653"}
@article{bb278967,
AUTHOR = "Woodward, K. and Kanjo, E. and Brown, D.J. and McGinnity, T.M. and Inkster, B. and Macintyre, D.J. and Tsanas, A.",
TITLE = "Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being",
JOURNAL = AffCom,
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YEAR = "2022",
NUMBER = "3",
MONTH = "July",
PAGES = "1216-1235",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273654"}
@article{bb278968,
AUTHOR = "Niu, M.Y. and Zhao, Z.P. and Tao, J.H. and Li, Y. and Schuller, B.W.",
TITLE = "Selective Element and Two Orders Vectorization Networks for Automatic
Depression Severity Diagnosis via Facial Changes",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "8065-8077",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273655"}
@article{bb278969,
AUTHOR = "Chen, T. and Guo, Y.R. and Hao, S.J. and Hong, R.C.",
TITLE = "Exploring Self-Attention Graph Pooling With EEG-Based Topological
Structure and Soft Label for Depression Detection",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
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MONTH = "October",
PAGES = "2106-2118",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273656"}
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AUTHOR = "Kong, Y.Y. and Niu, S.Y. and Gao, H. and Yue, Y.Y. and Shu, H.Z. and Xie, C.M. and Zhang, Z.J. and Yuan, Y.G.",
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JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "4",
MONTH = "October",
PAGES = "1917-1928",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273657"}
@article{bb278971,
AUTHOR = "Kong, Y.Y. and Wang, W.H. and Liu, X.Y. and Gao, S.W. and Hou, Z.H. and Xie, C.M. and Zhang, Z.J. and Yuan, Y.G.",
TITLE = "Multi-Connectivity Representation Learning Network for Major
Depressive Disorder Diagnosis",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "3012-3024",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273658"}
@article{bb278972,
AUTHOR = "Yadav, U. and Sharma, A.K.",
TITLE = "A novel automated depression detection technique using text
transcript",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "1",
PAGES = "108-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273659"}
@article{bb278973,
AUTHOR = "Greco, C.M. and Simeri, A. and Tagarelli, A. and Zumpano, E.",
TITLE = "Transformer-based language models for mental health issues: A survey",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "204-211",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273660"}
@article{bb278974,
AUTHOR = "Li, J.X. and Hao, Y.R. and Zhang, W. and Li, X.W. and Hu, B.",
TITLE = "Effective Connectivity Based EEG Revealing the Inhibitory Deficits
for Distracting Stimuli in Major Depression Disorders",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "694-705",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273661"}
@article{bb278975,
AUTHOR = "de Melo, W.C. and Granger, E. and Lopez, M.B.",
TITLE = "MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal
Depression Detection",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "578-590",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273662"}
@article{bb278976,
AUTHOR = "Jayawardena, S. and Epps, J. and Ambikairajah, E.",
TITLE = "Ordinal Logistic Regression With Partial Proportional Odds for
Depression Prediction",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "563-577",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273663"}
@article{bb278977,
AUTHOR = "Niu, M.Y. and Tao, J.H. and Liu, B. and Huang, J. and Lian, Z.",
TITLE = "Multimodal Spatiotemporal Representation for Automatic Depression
Level Detection",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "294-307",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273664"}
@article{bb278978,
AUTHOR = "Aragon, M.E. and Lopez Monroy, A.P. and Gonzalez Gurrola, L.C. and Montes y Gomez, M.",
TITLE = "Detecting Mental Disorders in Social Media Through Emotional Patterns:
The Case of Anorexia and Depression",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "211-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273665"}
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AUTHOR = "Schoene, A.M. and Turner, A.P. and de Mel, G. and Dethlefs, N.",
TITLE = "Hierarchical Multiscale Recurrent Neural Networks for Detecting
Suicide Notes",
JOURNAL = AffCom,
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NUMBER = "1",
MONTH = "January",
PAGES = "153-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273666"}
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AUTHOR = "Alghowinem, S. and Gedeon, T. and Goecke, R. and Cohn, J.F. and Parker, G.",
TITLE = "Interpretation of Depression Detection Models via Feature Selection
Methods",
JOURNAL = AffCom,
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MONTH = "January",
PAGES = "133-152",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273667"}
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AUTHOR = "Perez Toro, P.A. and Vasquez Correa, J.C. and Bocklet, T. and Noth, E. and Orozco Arroyave, J.R.",
TITLE = "User State Modeling Based on the Arousal-Valence Plane:
Applications in Customer Satisfaction and Health-Care",
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MONTH = "April",
PAGES = "1533-1546",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273668"}
@article{bb278982,
AUTHOR = "Allen, K.C. and Davis, A. and Krishnamurti, T.",
TITLE = "Indirect Identification of Perinatal Psychosocial Risks From Natural
Language",
JOURNAL = AffCom,
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PAGES = "1506-1519",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273669"}
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AUTHOR = "Cao, L. and Zhang, H.J. and Wang, X. and Feng, L.",
TITLE = "Learning Users Inner Thoughts and Emotion Changes for Social Media
Based Suicide Risk Detection",
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PAGES = "1280-1296",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273670"}
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AUTHOR = "Dehshibi, M.M. and Baiani, B. and Pons, G. and Masip, D.",
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From Instagram Profile",
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BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273671"}
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MONTH = "July",
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BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273672"}
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AUTHOR = "Zuo, L. and Mak, M.W.",
TITLE = "Avoiding dominance of speaker features in speech-based depression
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Features With Bidirectional LSTM and Time Distributed CNN",
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MONTH = "July",
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@article{bb278988,
AUTHOR = "Uddin, M.A. and Joolee, J.B. and Sohn, K.A.",
TITLE = "Deep Multi-Modal Network Based Automated Depression Severity
Estimation",
JOURNAL = AffCom,
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PAGES = "2153-2167",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273675"}
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AUTHOR = "Li, J.X. and Li, N. and Shao, X.X. and Chen, J. and Hao, Y.R. and Li, X.W. and Hu, B.",
TITLE = "Altered Brain Dynamics and Their Ability for Major Depression
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AUTHOR = "Zhu, J. and Yang, C.L. and Xie, X.N. and Wei, S.Q. and Li, Y.Z. and Li, X.W. and Hu, B.",
TITLE = "Mutual Information Based Fusion Model (MIBFM): Mild Depression
Recognition Using EEG and Pupil Area Signals",
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NUMBER = "3",
MONTH = "July",
PAGES = "2102-2115",
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AUTHOR = "Niu, M.Y. and Zhao, Z. and Tao, J.H. and Li, Y. and Schuller, B.W.",
TITLE = "Dual Attention and Element Recalibration Networks for Automatic
Depression Level Prediction",
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YEAR = "2023",
NUMBER = "3",
MONTH = "July",
PAGES = "1954-1965",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273678"}
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AUTHOR = "Shang, Y.Y. and Pan, Y.C. and Jiang, X. and Shao, Z.H. and Guo, G.D. and Liu, T. and Ding, H.",
TITLE = "LQGDNet: A Local Quaternion and Global Deep Network for Facial
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NUMBER = "3",
MONTH = "July",
PAGES = "2557-2563",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273679"}
@article{bb278993,
AUTHOR = "Watanabe, Y. and Taniguchi, A. and Tomimoto, H.",
TITLE = "Maximum isotope accumulation in the retrosplenial cortex during
amnesia attack and its temporal change suggest cortical spreading
depression as a pathophysiology of patients with transient global
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YEAR = "2023",
NUMBER = "6",
PAGES = "1902-1913",
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AUTHOR = "Casado, C.A. and Canellas, M.L. and Lopez, M.B.",
TITLE = "Depression Recognition Using Remote Photoplethysmography From Facial
Videos",
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PAGES = "3305-3316",
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AUTHOR = "Zou, B. and Han, J.L. and Wang, Y.X. and Liu, R. and Zhao, S. and Feng, L. and Lyu, X. and Ma, H.M.",
TITLE = "Semi-Structural Interview-Based Chinese Multimodal Depression Corpus
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YEAR = "2023",
NUMBER = "4",
MONTH = "October",
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AUTHOR = "Sun, H. and Chen, Y.W. and Lin, L.",
TITLE = "TensorFormer: A Tensor-Based Multimodal Transformer for Multimodal
Sentiment Analysis and Depression Detection",
JOURNAL = AffCom,
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YEAR = "2023",
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MONTH = "October",
PAGES = "2776-2786",
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AUTHOR = "Zheng, W.B. and Yan, L. and Wang, F.Y.",
TITLE = "Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional
Transformer for Depression Detection and Emotion Recognition",
JOURNAL = AffCom,
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MONTH = "October",
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AUTHOR = "Chen, T. and Hong, R.C. and Guo, Y.R. and Hao, S.J. and Hu, B.",
TITLE = "MSē-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression
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MONTH = "December",
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BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT273685"}
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JOURNAL = AffCom,
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Last update:May 14, 2025 at 16:05:19