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BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280123"}
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AUTHOR = "Zou, B. and Han, J.L. and Wang, Y.X. and Liu, R. and Zhao, S.H. and Feng, L. and Lyu, X. and Ma, H.M.",
TITLE = "Semi-Structural Interview-Based Chinese Multimodal Depression Corpus
Towards Automatic Preliminary Screening of Depressive Disorders",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "4",
MONTH = "October",
PAGES = "2823-2838",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280124"}
@article{bb285453,
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,
VOLUME = "14",
YEAR = "2023",
NUMBER = "4",
MONTH = "October",
PAGES = "2776-2786",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280125"}
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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,
VOLUME = "14",
YEAR = "2023",
NUMBER = "4",
MONTH = "October",
PAGES = "2595-2613",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280126"}
@article{bb285455,
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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JOURNAL = Cyber,
VOLUME = "53",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7749-7759",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280127"}
@article{bb285456,
AUTHOR = "Mao, Y. and Wei, D.T. and Yang, W.J. and Chen, Q.L. and Sun, J.Z. and Yu, Y.X. and Li, Y. and Zhuang, K.X. and Wang, X.Q. and He, L. and Feng, T.Y. and Lei, X. and He, Q.H. and Chen, H. and Qin, S.Z. and Liu, Y.Z. and Qiu, J.",
TITLE = "A Neural Predictive Model of Negative Emotions for COVID-19",
JOURNAL = AffCom,
VOLUME = "14",
YEAR = "2023",
NUMBER = "4",
MONTH = "October",
PAGES = "2646-2656",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280128"}
@article{bb285457,
AUTHOR = "Chen, T. and Guo, Y.R. and Hao, S.J. and Hong, R.C.",
TITLE = "Semi-Supervised Domain Adaptation for Major Depressive Disorder
Detection",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3567-3579",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280129"}
@article{bb285458,
AUTHOR = "Chen, T. and Guo, Y.R. and Hao, S.J. and Hong, R.C.",
TITLE = "Leaving None Behind: Data-Free Domain Incremental Learning for Major
Depressive Disorder Detection",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "758-770",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280130"}
@article{bb285459,
AUTHOR = "Zhang, J. and Guo, Y.R.",
TITLE = "Multilevel depression status detection based on fine-grained prompt
learning",
JOURNAL = PRL,
VOLUME = "178",
YEAR = "2024",
PAGES = "167-173",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280131"}
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AUTHOR = "Niu, M.Y. and Tao, J.H. and Li, Y.W. and Qin, Y. and Li, Y.",
TITLE = "WavDepressionNet: Automatic Depression Level Prediction via Raw
Speech Signals",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "285-296",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280132"}
@article{bb285461,
AUTHOR = "Niu, M.Y. and Li, Y. and Tao, J.H. and Zhou, X.Z. and Schuller, B.W.",
TITLE = "DepressionMLP: A Multi-Layer Perceptron Architecture for Automatic
Depression Level Prediction via Facial Keypoints and Action Units",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "8924-8938",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280133"}
@article{bb285462,
AUTHOR = "Teng, S.Y. and Liu, J.Q. and Huang, Y. and Chai, S.R. and Tateyama, T. and Huang, X.Y. and Lin, L.F. and Chen, Y.W.",
TITLE = "An Intra- and Inter-Emotion Transformer-Based Fusion Model with
Homogeneous and Diverse Constraints Using Multi-Emotional Audiovisual
Features for Depression Detection",
JOURNAL = IEICE,
VOLUME = "E108-D",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "342-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280134"}
@article{bb285463,
AUTHOR = "Liu, L.L. and Liu, Z.H. and Chang, J. and Xu, X.",
TITLE = "A multi-modal extraction integrated model for neuropsychiatric
disorders classification",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110646",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280135"}
@article{bb285464,
AUTHOR = "Liu, M.J. and Zhang, H.F. and Liu, M.X. and Chen, D.D. and Zhou, R. and Lu, W.X. and Zhang, L. and Shen, D.G. and Wang, Q. and Peng, D.",
TITLE = "Hierarchical Encoding and Fusion of Brain Functions for Depression
Subtype Classification",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "1826-1837",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280136"}
@article{bb285465,
AUTHOR = "Ye, J. and Yu, Y.H. and Zheng, Y. and Liu, Y. and Wang, Q.X.",
TITLE = "Dep-FER: Facial Expression Recognition in Depressed Patients Based on
Voluntary Facial Expression Mimicry",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "1725-1738",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280137"}
@article{bb285466,
AUTHOR = "Jung, M. and Cho, Y. and Kim, J. and Kim, H. and Kim, K.",
TITLE = "Bodily Sensation Map vs. Bodily Motion Map: Visualizing and Analyzing
Emotional Body Motions",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "1649-1658",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280138"}
@article{bb285467,
AUTHOR = "Li, F. and Liu, G.X. and Zou, Z.L. and Yan, Y. and Huang, X. and Liu, X. and Liu, Z.K.",
TITLE = "A Classification Framework for Depressive Episode Using R-R Intervals
From Smartwatch",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "1387-1399",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280139"}
@article{bb285468,
AUTHOR = "Zhang, S.Q. and Zhang, X. and Zhao, X.M. and Fang, J.X. and Niu, M.Y. and Zhao, Z. and Yu, J. and Tian, Q.",
TITLE = "MTDAN: A Lightweight Multi-Scale Temporal Difference Attention
Networks for Automated Video Depression Detection",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "1078-1089",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280140"}
@article{bb285469,
AUTHOR = "Hsu, J.H. and Wu, C.H. and Wang, W.K. and Su, H.Y. and Lin, E.C.L. and Chen, P.S.",
TITLE = "Digital Phenotyping-Based Bipolar Disorder Assessment Using Multiple
Correlation Data Imputation and Lasso-MLP",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "885-897",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280141"}
@article{bb285470,
AUTHOR = "Pan, Y.C. and Shang, Y.Y. and Shao, Z. and Liu, T. and Guo, G.D. and Ding, H.",
TITLE = "Integrating Deep Facial Priors Into Landmarks for Privacy Preserving
Multimodal Depression Recognition",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "3",
MONTH = "July",
PAGES = "828-836",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280142"}
@article{bb285471,
AUTHOR = "Lu, H.F. and You, Z.Y. and Guo, Y. and Hu, X.",
TITLE = "MAST-GCN: Multi-Scale Adaptive Spatial-Temporal Graph Convolutional
Network for EEG-Based Depression Recognition",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "4",
MONTH = "October",
PAGES = "1985-1996",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280143"}
@article{bb285472,
AUTHOR = "Aloshban, N. and Esposito, A. and Vinciarelli, A. and Guha, T.",
TITLE = "On the effects of obfuscating speaker attributes in privacy-aware
depression detection",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "300-305",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280144"}
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AUTHOR = "Huang, G. and Li, J. and Lu, H. and Guo, M. and Chen, S.Y.",
TITLE = "Rethinking Inconsistent Context and Imbalanced Regression in
Depression Severity Prediction",
JOURNAL = AffCom,
VOLUME = "15",
YEAR = "2024",
NUMBER = "4",
MONTH = "October",
PAGES = "2154-2168",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280145"}
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AUTHOR = "Su, J. and Wang, B. and Fan, Z.P. and Zhang, Y.F. and Zeng, L.L. and Shen, H. and Hu, D.",
TITLE = "M_2DC: A Meta-Learning Framework for Generalizable Diagnostic
Classification of Major Depressive Disorder",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "855-867",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280146"}
@article{bb285475,
AUTHOR = "Xu, J.Q. and Gunes, H. and Kusumam, K. and Valstar, M. and Song, S.Y.",
TITLE = "Two-Stage Temporal Modelling Framework for Video-Based Depression
Recognition Using Graph Representation",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "161-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280147"}
@article{bb285476,
AUTHOR = "Bucur, A.M. and Chulvi, B. and Cosma, A. and Rosso, P.",
TITLE = "The Expression of Happiness in Social Media of Individuals Reporting
Depression",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "360-375",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280148"}
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AUTHOR = "Liu, Y. and Zhang, X.M. and Kauttonen, J. and Zhao, G.Y.",
TITLE = "Uncertain Facial Expression Recognition via Multi-Task Assisted
Correction",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2531-2543",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280149"}
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AUTHOR = "Ye, J. and Yu, Y.H. and Lu, L. and Wang, H. and Zheng, Y.S. and Liu, Y. and Wang, Q.X.",
TITLE = "DEP-Former: Multimodal Depression Recognition Based on Facial
Expressions and Audio Features via Emotional Changes",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2087-2100",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280150"}
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AUTHOR = "Lu, Y.Y. and Lu, C. and Zong, Y. and Zhou, F. and Tang, C.G.",
TITLE = "Joint Distribution-Aligned Dual-Sparse Linear Regression for
Cross-Stimulus Speech-Based Depression Detection",
JOURNAL = IEICE,
VOLUME = "E108-D",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "406-410",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280151"}
@article{bb285480,
AUTHOR = "Wang, P. and Cao, M.M. and Zhu, X.L. and Wang, S.H. and Ni, R.R. and Yang, C.C. and Yang, B.",
TITLE = "Visually multimodal depression assessment based on key questions with
weighted multi-task learning",
JOURNAL = SP:IC,
VOLUME = "135",
YEAR = "2025",
PAGES = "117279",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280152"}
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AUTHOR = "Ye, J. and Yu, Y.H. and Wang, Q.X. and Liu, G.L. and Li, W.T. and Zeng, A. and Zhang, Y.Q. and Liu, Y. and Zheng, Y.",
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Mental Disorders",
JOURNAL = IP,
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YEAR = "2025",
PAGES = "3013-3024",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280153"}
@article{bb285482,
AUTHOR = "Zhou, L.H. and Hu, B. and Guan, Z.H.",
TITLE = "mDRA: A Multimodal Depression Risk Assessment Model Using Audio and
Text",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2045-2049",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280154"}
@article{bb285483,
AUTHOR = "Zhao, T.T. and Tlachac, M.",
TITLE = "Bayesian Optimization With Tree Ensembles to Improve Depression
Screening on Textual Datasets",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "573-585",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280155"}
@article{bb285484,
AUTHOR = "Wu, E.H.K. and Gao, T.Y. and Chung, C.R. and Chen, C.C. and Tsai, C.F. and Yeh, S.C.",
TITLE = "Mobile Virtual Assistant for Multi-Modal Depression-Level
Stratification",
JOURNAL = AffCom,
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YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "611-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280156"}
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AUTHOR = "Berkemeier, L. and Kamphuis, W. and Brouwer, A.M. and de Vries, H. and Schadd, M. and van Baardewijk, J.U. and Oldenhuis, H. and Verdaasdonk, R. and van Gemert Pijnen, L.",
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Prediction Based on Longitudinal Multimodal Sensing",
JOURNAL = AffCom,
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YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "827-843",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280157"}
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AUTHOR = "Liu, Z.Y. and Zhang, S. and Chen, B. and Li, G. and Chen, Q.Q. and Ding, Z.J. and Zhang, X. and Hu, B.",
TITLE = "Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial
Depression Recognition",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "1146-1158",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280158"}
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AUTHOR = "Li, J. and Zhao, Y.L. and Liu, Y.H. and Zhang, H. and Shan, P. and Wu, Y. and Wang, W. and Wang, Y.L.",
TITLE = "Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head
Self-Attention for Depression Recognition in Parkinson's Disease
Patients",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "1159-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280159"}
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AUTHOR = "Dai, Y. and Liu, J. and Cao, L. and Xue, Y.Y. and Wang, X. and Ding, Y. and Tian, J. and Feng, L.",
TITLE = "Leveraging Social Media for Real-Time Interpretable and Amendable
Suicide Risk Prediction With Human-in-The-Loop",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "1128-1145",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280160"}
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AUTHOR = "Xu, Z. and Liu, G.Z. and Zhao, G.Z. and Zhang, Z.G. and Li, C.Z. and Wang, C.H.",
TITLE = "A Topic-Guided Self-Attention Network for Daily Mental Wellbeing
Prediction Using Mobile Devices",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "783-798",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280161"}
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AUTHOR = "Niu, M.Y. and Wang, X. and Gong, J.B. and Liu, B. and Tao, J.H. and Schuller, B.W.",
TITLE = "Depression Scale Dictionary Decomposition Framework for Multimodal
Automatic Depression Level Prediction",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "6195-6210",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280162"}
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AUTHOR = "Wang, X.K. and Xu, J.Y. and Sun, X. and Li, M.Z. and Hu, B. and Qian, W. and Guo, D. and Wang, M.",
TITLE = "Facial Depression Estimation via Multi-Cue Contrastive Learning",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "6007-6020",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280163"}
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AUTHOR = "Li, Y.H. and Qu, S. and Zhou, X.Z.",
TITLE = "Conformal Depression Prediction",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "1814-1824",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280164"}
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AUTHOR = "Zhao, M.H. and Gao, H.X. and Zhao, L. and Wang, Z.Y. and Wang, F. and Zheng, W.M. and Li, J.Q. and Liu, C.",
TITLE = "Decoupled Multi-Perspective Fusion for Speech Depression Detection",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "1772-1786",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280165"}
@article{bb285494,
AUTHOR = "Xu, Z. and Chen, C.L.P. and Zhang, T.",
TITLE = "TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG
for Major Depressive Disorder Detection",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "1592-1605",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280166"}
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AUTHOR = "Wang, H. and Yin, J.H. and Gao, S.Y. and Liu, J. and Wu, Q.",
TITLE = "Major Depressive Disorder Detection Using Graph Domain Adaptation
With Global Message-Passing Based on EEG Signals",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "1500-1513",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280167"}
@article{bb285496,
AUTHOR = "Yamauchi, T. and Longmire Monford, S. and Leontyev, A. and Wang, K.",
TITLE = "Mouse-Cursor Tracking: Simple Scoring Algorithms That Make it Work",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "1488-1499",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280168"}
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AUTHOR = "Leal, S.S. and Ntalampiras, S. and Sassi, R.",
TITLE = "Speech-Based Depression Assessment: A Comprehensive Survey",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
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BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280169"}
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AUTHOR = "Wang, Y.W. and Lin, Z. and Yang, C.R. and Zhou, Y. and Yang, Y.",
TITLE = "Automatic Depression Recognition With an Ensemble of Multimodal
Spatio-Temporal Routing Features",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "1855-1872",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280170"}
@article{bb285499,
AUTHOR = "Li, Y.H. and Wei, Z. and Guo, G.D. and Zhou, X.Z.",
TITLE = "MemRank: Memory-Augmented Similarity Ranking for Video-Based
Depression Severity Estimation",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "2062-2073",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT280171"}
Last update:Oct 6, 2025 at 14:07:43