@article{bb300400,
AUTHOR = "Lin, Z. and Wang, Y.W. and Zhou, Y. and Du, F. and Yang, Y.",
TITLE = "MLM-EOE: Automatic Depression Detection via Sentimental Annotation
and Multi-Expert Ensemble",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "2842-2858",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294986"}
@article{bb300401,
AUTHOR = "Chiong, R. and Budhi, G.S. and Cambria, E.",
TITLE = "Detecting Signs of Depression Using Social Media Texts Through an
Ensemble of Ensemble Classifiers",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "2931-2945",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294987"}
@article{bb300402,
AUTHOR = "Hiß, I.C. and Krajewski, J. and Canzler, U. and Leonhardt, S. and Weiss, C. and Clemens, B. and Habel, U.",
TITLE = "Detection of Schizophrenia Spectrum Disorder and Major Depression
Disorder Using Automated Speech Analysis",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "2988-2999",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294988"}
@article{bb300403,
AUTHOR = "Liu, L.F. and Chen, S. and Chen, K. and Xu, J.J. and Chen, X.",
TITLE = "Catching the Blackdog Easily: A Convenient Depression Diagnosis
Method Based on Audio-Visual Deep Learning",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "3095-3109",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294989"}
@article{bb300404,
AUTHOR = "Li, S.L. and Song, S.Y. and Naqvi, S.M.",
TITLE = "A Multi-Scale Feature Refinement and Dual-Attention Enhanced Dynamic
Convolutional Network for Speech-Based Depression and ADHD Assessment",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "3465-3480",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294990"}
@article{bb300405,
AUTHOR = "Wang, G.M. and Tao, Y. and Wu, N. and Li, R. and Lee, W.H. and Cao, Z. and Yan, X.G. and Chen, B.D. and Wang, G.",
TITLE = "The Diagnosis Method of Major Depressive Disorder Using Wavelet
Coherence and State-Pathology Separation Network",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "3512-3522",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294991"}
@article{bb300406,
AUTHOR = "Ning, X.F. and Sun, H. and Yu, D.J. and Yang, C. and Fang, R.N. and Fan, L. and Lin, Q. and Zhu, Y.F.",
TITLE = "Fine-Tuning Large Language Models With Behavioral Alignment for
Depression Detection",
JOURNAL = IEEE_Int_Sys,
VOLUME = "40",
YEAR = "2025",
NUMBER = "6",
MONTH = "November",
PAGES = "10-18",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294992"}
@article{bb300407,
AUTHOR = "Manjulatha, B. and Pabboju, S.",
TITLE = "A Novel Hybrid Attention-Based Dilated Network for Depression
Classification Model from Multimodal Data Using Improved Heuristic
Approach",
JOURNAL = IJIG,
VOLUME = "26",
YEAR = "2026",
NUMBER = "2",
MONTH = "March",
PAGES = "2650010",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294993"}
@article{bb300408,
AUTHOR = "Tlachac, M.L. and Heinz, M.V. and Bryan, A.C. and LaPreay, A. and Dimas, G.L. and Zhao, T.T. and Jacobson, N.C. and Ogden, S.S.",
TITLE = "Datasets of Smartphone Modalities for Depression Assessment:
A Scoping Review",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "2599-2619",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294994"}
@article{bb300409,
AUTHOR = "Tlachac, M.L. and Elsbree, H.K. and Heinz, M.V.",
TITLE = "Wearable Technology for Depression Assessment: A Scoping Review of
Datasets",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "2545-2564",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294995"}
@article{bb300410,
AUTHOR = "Merayo, N. and Ayuso Lanchares, A. and Gonzalez Sanguino, C.",
TITLE = "Revealing Emotional Insights From Mental Health Discussions on
Instagram and TikTok Using BERT Models",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "3279-3290",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294996"}
@article{bb300411,
AUTHOR = "Sze, R.B. and Brandao, W.C.",
TITLE = "A Comprehensive Survey on Datasets for Affective Computing and Mental
Disorder",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "4",
MONTH = "October",
PAGES = "2620-2639",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294997"}
@article{bb300412,
AUTHOR = "He, L. and Yang, W.Z. and Zhao, J. and Chen, H.F. and Jiang, D.M.",
TITLE = "FedDAAM: Federated Domain Adversarial Learning With Attention
Mechanism for Privacy Preserving Multimodal Depression Assessment",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2635-2648",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294998"}
@article{bb300413,
AUTHOR = "Niu, M.Y. and Shao, Z. and He, Y.J. and Tao, J.H. and Schuller, B.W.",
TITLE = "Multimodal Local Global Interaction Networks for Automatic Depression
Severity Estimation",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2649-2664",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT294999"}
@article{bb300414,
AUTHOR = "Kim, H. and Jin, L.B. and Kim, E.Y.",
TITLE = "Audio prompt driven reprogramming for diagnosing major depressive
disorder",
JOURNAL = PRL,
VOLUME = "201",
YEAR = "2026",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295000"}
@article{bb300415,
AUTHOR = "Li, M.Z. and Sun, X. and Wang, X.K. and Cui, F.Q. and Yang, X.",
TITLE = "CausalSymptom: Learning Causal Disentangled Representation for
Depression Severity Estimation on Transcribed Clinical Interviews",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "277-289",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295001"}
@article{bb300416,
AUTHOR = "Li, S.H. and Shao, Z. and Qin, R.Y. and Huang, Y.Z. and Liang, P. and Li, X.B. and Jiang, Y. and Deng, Y. and Liu, T. and Tan, X.H.",
TITLE = "Audio-Visual Feature Disentanglement and Fusion Network for Automatic
Depression Severity Prediction",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "190-203",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295002"}
@article{bb300417,
AUTHOR = "Liu, C.G. and Wang, S.M. and Liu, Q.S. and Wang, Y. and Wang, F.",
TITLE = "Mitigating Symptom Heterogeneity in Multimodal Depression Estimation
via Level Separation and Deviation Regression",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "107-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295003"}
@article{bb300418,
AUTHOR = "Thamrin, S.A. and Chen, A.L.P.",
TITLE = "Distinguishing Depression and Bipolar Disorder From Social Media Data
Utilizing Intensity of Emotions and Interpretable Deep Learning
Models",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "77-91",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295004"}
@article{bb300419,
AUTHOR = "Hao, S.J. and Zhang, J. and Wu, J.J. and Guo, Y.R. and Hong, R.C.",
TITLE = "Interview-Based Depression Detection Using LLM-Based Text Restatement
and Emotion Lexicon",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "468-481",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295005"}
@article{bb300420,
AUTHOR = "Liang, J.J. and Cao, P. and Wang, C.X. and Yang, J.Z. and Wang, F. and Zaiane, O.R.",
TITLE = "Modeling Multimodal Depression Diagnosis From the Perspective of
Local Depressive Representation",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "497-510",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295006"}
@article{bb300421,
AUTHOR = "Lu, J.X. and Shang, Y.Y. and Shao, Z. and Liu, T. and Ding, H. and Hu, Q.",
TITLE = "DSTC: A Multimodal Network for Depression Emotion Recognition and
Sentiment Analysis",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "630-642",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295007"}
@article{bb300422,
AUTHOR = "Zhao, X. and Yang, H. and Wang, D. and Tang, B. and Zheng, Y.F.",
TITLE = "MoDE: Improving Mixture of Depression Experts With Mutual Information
Estimator for Depression Detection",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "670-679",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295008"}
@article{bb300423,
AUTHOR = "Wu, Y.Q. and Wan, G.Y. and Dong, R. and Kassam, I.Z. and Wiseman, B.C. and Rho, J. and Graziano, N. and Wang, X. and Zhang, Y.B. and Chen, J.",
TITLE = "Mind AI's Mind: A Clinically Aligned Explainable AI Pipeline for
Depression Diagnosis via Large Language Models",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "739-756",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295009"}
@article{bb300424,
AUTHOR = "Wei, J. and Zhang, H.Y. and Penzel, T. and Qiu, H. and Zhang, Y. and Vai, M.I.",
TITLE = "Diagnosis of Major Depressive Disorder With High Suicide Risk Using
Slow-Wave Sleep Electroencephalograms by TCFM-CNN",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1004-1013",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295010"}
@article{bb300425,
AUTHOR = "Shen, J. and Wang, K. and Zhao, Z. and Zhang, Y. and Tian, F. and Zhang, X.W. and Dong, Q. and Hu, B.",
TITLE = "WDANet: Wasserstein Distribution Inspired Dynamic Adversarial Network
for EEG-Based Cross-Domain Depression Recognition",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1091-1104",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295011"}
@article{bb300426,
AUTHOR = "Cao, L. and Li, Q. and Hang, Y.M. and Zhang, H.J. and Wei, Z. and Luo, F. and Qiao, Z.H.",
TITLE = "Building and Using State-Anxiety-Oriented Graph for Student State
Anxiety Assessment in Online Classroom Scenarios",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "219-234",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295012"}
@article{bb300427,
AUTHOR = "Chen, J. and Tan, M.K. and Lu, H.F. and Xu, Q. and Wang, Z.H. and Zeng, R. and Hu, X.",
TITLE = "Towards stable cross-domain depression recognition under missing
modalities",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113367",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295013"}
@article{bb300428,
AUTHOR = "Song, M. and Gao, R. and Li, Z. and Shi, L. and Wang, Q.S. and Yao, R. and Li, H.",
TITLE = "DB-SMGA: Dual-Branch Sequential Multi-Granularity Attention for
Speech Depression Detection",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1811-1815",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295014"}
@article{bb300429,
AUTHOR = "Pan, Y.C. and Shen, W. and Yao, H.X.",
TITLE = "PROMIND: Privacy-Protected Mental Health Intelligence with Noise
Defense for Depression Recognition",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "2",
MONTH = "April",
PAGES = "2411-2418",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295015"}
@article{bb300430,
AUTHOR = "Zhao, B. and Liu, Z.Y. and Zhang, H.B. and Yuan, J.Q. and Ding, Y. and Hu, B.",
TITLE = "A Covariate-Guided Graph Attention Network for Depression Recognition
via Pure Facial Movements",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "8181-8192",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295016"}
@article{bb300431,
AUTHOR = "Xu, X. and Zhang, X.Z. and Zhang, Y.",
TITLE = "Faces of the Mind: Unveiling Mental Health States Through Facial
Expressions in 11,427 Adolescents",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "2",
MONTH = "April",
PAGES = "2305-2321",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295017"}
@article{bb300432,
AUTHOR = "Chan, S. and Zhai, Y.X. and Li, Y.H. and Wang, Y. and Mao, J.",
TITLE = "Bi-CFNet: A Multi-Task Audiovisual Framework With Visual Enhancement
and Cross-Feedback for Depression Detection",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "2",
MONTH = "April",
PAGES = "2119-2130",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295018"}
@article{bb300433,
AUTHOR = "Aragon, M.E. and Fernandez Pichel, M. and Losada, D.E.",
TITLE = "Personality Traits and Demographics Analysis in Online Mental Health
Discourse",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "2",
MONTH = "April",
PAGES = "1940-1951",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295019"}
@article{bb300434,
AUTHOR = "Kavut, M. and Dzafic, A. and Bayram, U.",
TITLE = "Assessing the Representation of Suicidal Ideation in Social Media
Datasets Relative to Suicide Notes",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "2",
MONTH = "April",
PAGES = "1734-1745",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295020"}
@article{bb300435,
AUTHOR = "Wang, Y.W. and Zhang, Y.C. and Ma, Z. and Cai, L. and Yang, Y.",
TITLE = "LE-DualNet: A dual-stream network ensembling large vision model
priors and temporal decomposition for automated depression detection",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113627",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295021"}
@article{bb300436,
AUTHOR = "Zhang, H.B. and Liu, Z.Y. and Yuan, J.Q. and Li, G. and Ding, Z.J. and Hu, B.",
TITLE = "Sounding Depressed? Personalized Deep Learning Model for Depression
Detection From Speech and Text",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "5658-5671",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295022"}
@article{bb300437,
AUTHOR = "Han, L.X. and Cheng, Y. and Mi, H.M.",
TITLE = "HQMN: A Hierarchical Quaternion Mamba Network for Speech Depression
Recognition",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3009-3013",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295023"}
@article{bb300438,
AUTHOR = "Zhang, S. and Zheng, Z.Q. and He, D. and Zhu, H. and Gu, Y.H. and Hu, Y. and Lv, X. and Zhu, T. and Zhang, W.",
TITLE = "Speech-Based Depression Detection: Enhancing Emotional Support via
Clinical Data",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "2466-2479",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295024"}
@article{bb300439,
AUTHOR = "Wang, Z.H. and Zhai, H.T. and Jia, T.R. and Wang, Z. and Zhang, H.J. and Qian, K. and Xu, C. and Zhang, Z. and Xue, W. and Qi, W. and Hu, B.",
TITLE = "Bayesian knowledge-guided confidence aware model based on multimodal
pre-trained LLMs for depression detection",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114388",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295025"}
@article{bb300440,
AUTHOR = "Wang, X. and Wu, X.R. and Zhao, Z.P. and Tao, J.H. and Schuller, B.W.",
TITLE = "MA-DLE: Speech-Based Automatic Depression Level Estimation via Memory
Augmentation",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "2565-2578",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295026"}
@article{bb300441,
AUTHOR = "Ma, M.Y. and Wang, C.J. and Liu, S. and Zhao, W.Z. and Jiang, X.P.",
TITLE = "BHDD: Facial Behaviors Modeling and Hierarchical Multimodal Fusion
for Depression Detection From Vlog Data",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "2714-2728",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295027"}
@article{bb300442,
AUTHOR = "Wang, R. and Ma, X.R. and Yang, Q. and Hu, L. and Hao, Y.X. and Chen, M.",
TITLE = "DuTAP: A Dual-Stream Task-Aware Model via Inheritable Prompt for
fNIRS-Based Depression Recognition",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "2814-2825",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295028"}
@article{bb300443,
AUTHOR = "Zhou, L. and Li, L. and Lan, R. and Liu, Z.Y. and Luo, X.N. and Hu, B.",
TITLE = "Hierarchical Dynamics Aggregation Network for Speech-Based Depression
Detection",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "2947-2962",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295029"}
@article{bb300444,
AUTHOR = "Shi, M. and Qiao, X. and He, L. and Gao, R.",
TITLE = "An Interaction Network Based on Multiscale Spatiotemporal Feature
Fusion for Depression Prediction",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3100-3111",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295030"}
@article{bb300445,
AUTHOR = "Niu, M.Y. and Zhang, Z.P. and Gao, C. and Zeng, Y. and Fan, N. and Zhang, S.Q.",
TITLE = "Gradient Embedding and Modal Complementarity Networks for Audio-Video
Depression Level Prediction",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3214-3229",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295031"}
@article{bb300446,
AUTHOR = "Li, Y.H. and Zhang, Z. and Zhou, X.",
TITLE = "Fair Uncertainty Quantification for Depression Prediction",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3271-3282",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295032"}
@article{bb300447,
AUTHOR = "Su, R.F. and Xu, C.Q. and Yu, H.B. and Wu, X. and Xu, F. and Chen, X. and Wang, L. and Yan, N.",
TITLE = "Investigating Acoustic-Textual Emotional Inconsistency Information
for Automatic Depression Detection",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3493-3505",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295033"}
@article{bb300448,
AUTHOR = "Wang, Y. and Zhao, T. and Yang, H. and Zhou, X.Y. and Zheng, W.M.",
TITLE = "Dual-Branch Cross-Temporal Graph Neural Network for EEG-Based
Depression Detection",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3579-3592",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295034"}
@article{bb300449,
AUTHOR = "Yang, M.Q. and Tao, Y.F. and Guo, Z.L. and Shen, H. and Weng, Z. and Hu, B.",
TITLE = "SguiNet: Stimulus-Guided Depression Detection Network Based on Ocular
Images",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3730-3742",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295035"}
@article{bb300450,
AUTHOR = "Singh, A. and Roy, A. and Gyanchandani, B. and Oza, A.",
TITLE = "KANAN: Multimodal Detection of Major Depressive Disorder With EEG and
Audio",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3779-3790",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295036"}
@article{bb300451,
AUTHOR = "Li, H.F. and Zhang, X. and Chen, G.J. and Zhou, Y. and Wu, Z.L. and Huang, L.X. and Sun, Y.",
TITLE = "Spatiotemporal Alignment for EEG-FNIRS Emotion Recognition",
JOURNAL = AffCom,
VOLUME = "17",
YEAR = "2026",
NUMBER = "3",
MONTH = "July",
PAGES = "3791-3807",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295037"}
@article{bb300452,
AUTHOR = "Zhu, X.X. and Cambria, E. and Chen, H.",
TITLE = "Uncertainty-aware multimodal affective data fusion for personalized
mental health dialogue",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114574",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295038"}
@inproceedings{bb300453,
AUTHOR = "Boualeb, F. and Pierson, E. and Doudeau, N. and Nineuil, C. and Amad, A. and Daoudi, M.",
TITLE = "Measuring Anxiety Levels with Head Motion Patterns in Severe
Depression Population",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295039"}
@inproceedings{bb300454,
AUTHOR = "Ouzar, Y. and Nineuil, C. and Boualeb, F. and Pierson, E. and Amad, A. and Daoudi, M.",
TITLE = "Wearable-Derived Behavioral and Physiological Biomarkers for
Classifying Unipolar and Bipolar Depression Severity",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295040"}
@article{bb300455,
AUTHOR = "Gonc, K. and Dibeklioglu, H.",
TITLE = "Affect and Personality Aided Modeling of Transcribed Speech for
Depression Severity Estimation",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "2334-2351",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295041"}
@inproceedings{bb300456,
AUTHOR = "Kumar, P. and Misra, S. and Shao, Z. and Zhu, B. and Raman, B. and Li, X.B.",
TITLE = "Multimodal Interpretable Depression Analysis Using Visual,
Physiological, Audio and Textual Data",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "5305-5315",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295042"}
@inproceedings{bb300457,
AUTHOR = "Zhang, Y.W. and Li, B. and Li, X. and Huang, Y.H. and Ding, H.",
TITLE = "Wavelet-Enhanced CNN for Depression Classification Based on MRI
Images",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3117-3123",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295043"}
@inproceedings{bb300458,
AUTHOR = "Pan, Y.C. and Jiang, J.J. and Jiang, K. and Wu, Z.H. and Yu, K. and Liu, X.M.",
TITLE = "OpticalDR: A Deep Optical Imaging Model for Privacy-Protective
Depression Recognition",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "1303-1312",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295044"}
@inproceedings{bb300459,
AUTHOR = "Zafar, A. and Aftab, D. and Qureshi, R. and Wang, Y.F. and Yan, H.",
TITLE = "Multi-Explainable TemporalNet: An Interpretable Multimodal Approach
using Temporal Convolutional Network for User-level Depression
Detection",
BOOKTITLE = Reasoning24,
YEAR = "2024",
PAGES = "2258-2265",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295045"}
@inproceedings{bb300460,
AUTHOR = "Bouktif, S. and Khanday, A.M.U.D. and Ouni, A.",
TITLE = "CoML: Machine Learning based approach for COVID-19 related Suicidal
Ideation detection",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295046"}
@inproceedings{bb300461,
AUTHOR = "Shen, H.T. and Song, S.Y. and Gunes, H.",
TITLE = "Multi-modal Human Behaviour Graph Representation Learning for
Automatic Depression Assessment",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295047"}
@inproceedings{bb300462,
AUTHOR = "Mesquita, F. and Mauricio, J. and Marques, G.",
TITLE = "Depression Detection Using Deep Learning and Natural Language
Processing Techniques: A Comparative Study",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:327-342",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295048"}
@inproceedings{bb300463,
AUTHOR = "Wei, P.C. and Peng, K.Y. and Roitberg, A. and Yang, K.L. and Zhang, J.M. and Stiefelhagen, R.",
TITLE = "Multi-modal Depression Estimation Based on Sub-attentional Fusion",
BOOKTITLE = ACVR22,
YEAR = "2022",
PAGES = "623-639",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295049"}
@inproceedings{bb300464,
AUTHOR = "Loecher, N. and King, S. and Cabo, J. and Neal, T. and Kosyluk, K.",
TITLE = "Assessing the Efficacy of a Self-Stigma Reduction Mental Health
Program with Mobile Biometrics: Work-in-Progress",
BOOKTITLE = FG23,
YEAR = "2023",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295050"}
@inproceedings{bb300465,
AUTHOR = "Bilalpur, M. and Hinduja, S. and Cariola, L.A. and Sheeber, L.B. and Alien, N. and Jeni, L.A. and Morency, L.P. and Cohn, J.F.",
TITLE = "Multimodal Feature Selection for Detecting Mothers' Depression in
Dyadic Interactions with their Adolescent Offspring",
BOOKTITLE = FG23,
YEAR = "2023",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295051"}
@inproceedings{bb300466,
AUTHOR = "Tran, M. and Bradley, E. and Matvey, M. and Woolley, J. and Soleymani, M.",
TITLE = "Modeling Dynamics of Facial Behavior for Mental Health Assessment",
BOOKTITLE = FG21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295052"}
@inproceedings{bb300467,
AUTHOR = "Darzi, A. and Provenza, N.R. and Jeni, L.A. and Borton, D.A. and Sheth, S.A. and Goodman, W.K. and Cohn, J.F.",
TITLE = "Facial Action Units and Head Dynamics in Longitudinal Interviews
Reveal OCD and Depression severity and DBS Energy",
BOOKTITLE = FG21,
YEAR = "2021",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295053"}
@inproceedings{bb300468,
AUTHOR = "Chen, M.Z. and Xiao, X. and Zhang, B. and Liu, X.Y. and Lu, R.",
TITLE = "Neural Architecture Searching for Facial Attributes-based Depression
Recognition",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "877-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295054"}
@inproceedings{bb300469,
AUTHOR = "Fu, X.Y. and Li, J.M. and Liu, H.H. and Zhang, M.M. and Xin, G.",
TITLE = "Audio Signal-based Depression Level Prediction Combining Temporal and
Spectral Features",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "359-365",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295055"}
@inproceedings{bb300470,
AUTHOR = "Zubiaga, I. and Justo, R.",
TITLE = "Multimodal Feature Evaluation and Fusion for Emotional Well-Being
Monitorization",
BOOKTITLE = IbPRIA22,
YEAR = "2022",
PAGES = "242-254",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295056"}
@inproceedings{bb300471,
AUTHOR = "Lin, Y.X. and Ma, H.M. and Pan, Z. and Wang, R.Q.",
TITLE = "Depression Detection by Combining Eye Movement with Image Semantics",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "269-273",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295057"}
@inproceedings{bb300472,
AUTHOR = "Wei, C. and Lu, K. and Gan, W. and Xue, J.",
TITLE = "Spatiotemporal Features and Local Relationship Learning for Facial
Action Unit Intensity Regression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "1109-1113",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295058"}
@inproceedings{bb300473,
AUTHOR = "Othmani, A. and Kadoch, D. and Bentounes, K. and Rejaibi, E. and Alfred, R. and Hadid, A.",
TITLE = "Towards Robust Deep Neural Networks for Affect and Depression
Recognition from Speech",
BOOKTITLE = CAIHA20,
YEAR = "2020",
PAGES = "5-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295059"}
@inproceedings{bb300474,
AUTHOR = "Ahmad, D. and Goecke, R. and Ireland, J.",
TITLE = "Cnn Depression Severity Level Estimation from Upper Body vs. Face-only
Images",
BOOKTITLE = MPRSS20,
YEAR = "2020",
PAGES = "744-758",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295060"}
@inproceedings{bb300475,
AUTHOR = "Neal, T. and Canavan, S.",
TITLE = "Mood Versus Identity:
Studying the Influence of Affective States on Mobile Biometrics",
BOOKTITLE = FG20,
YEAR = "2020",
PAGES = "562-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295061"}
@inproceedings{bb300476,
AUTHOR = "Bera, A. and Randhavane, T. and Prinja, R. and Kapsaskis, K. and Wang, A. and Gray, K. and Manocha, D.",
TITLE = "How are you feeling? Multimodal Emotion Learning for
Socially-Assistive Robot Navigation",
BOOKTITLE = FG20,
YEAR = "2020",
PAGES = "644-651",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295062"}
@inproceedings{bb300477,
AUTHOR = "Zhang, Z. and Lin, W. and Liu, M. and Mahmoud, M.",
TITLE = "Multimodal Deep Learning Framework for Mental Disorder Recognition",
BOOKTITLE = FG20,
YEAR = "2020",
PAGES = "344-350",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295063"}
@inproceedings{bb300478,
AUTHOR = "Jin, J. and Huang, L.",
TITLE = "A Region-Based Feature Extraction Method for Rs-fMRI of Depressive
Disorder Classification",
BOOKTITLE = CVIDL20,
YEAR = "2020",
PAGES = "707-710",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295064"}
@inproceedings{bb300479,
AUTHOR = "Lin, W. and Orton, I. and Liu, M. and Mahmoud, M.",
TITLE = "Automatic Detection of Self-Adaptors for Psychological Distress",
BOOKTITLE = FG20,
YEAR = "2020",
PAGES = "371-378",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295065"}
@inproceedings{bb300480,
AUTHOR = "Pan, Z. and Ma, H. and Zhang, L. and Wang, Y.",
TITLE = "Depression Detection Based on Reaction Time and Eye Movement",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2184-2188",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295066"}
@inproceedings{bb300481,
AUTHOR = "de Melo, W.C. and Granger, E. and Hadid, A.",
TITLE = "Depression Detection Based on Deep Distribution Learning",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "4544-4548",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295067"}
@inproceedings{bb300482,
AUTHOR = "Hussain, S.A. and Park, T. and Yildirim, I. and Xiang, Z.H. and Abbasi, F.",
TITLE = "Virtual-Reality Videos to Relieve Depression",
BOOKTITLE = VAMR18,
YEAR = "2018",
PAGES = "II: 77-85",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295068"}
@inproceedings{bb300483,
AUTHOR = "Liao, D. and Shu, L. and Huang, Y.P. and Yang, J. and Xu, X.M.",
TITLE = "Scenes Design in Virtual Reality for Depression Assessment",
BOOKTITLE = VAMR18,
YEAR = "2018",
PAGES = "II: 116-125",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295069"}
@inproceedings{bb300484,
AUTHOR = "Song, S. and Shen, L. and Valstar, M.",
TITLE = "Human Behaviour-Based Automatic Depression Analysis Using
Hand-Crafted Statistics and Deep Learned Spectral Features",
BOOKTITLE = FG18,
YEAR = "2018",
PAGES = "158-165",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295070"}
@inproceedings{bb300485,
AUTHOR = "Eigbe, N. and Baltrusaitis, T. and Morency, L.P. and Pestian, J.",
TITLE = "Toward Visual Behavior Markers of Suicidal Ideation",
BOOKTITLE = FG18,
YEAR = "2018",
PAGES = "530-534",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295071"}
@inproceedings{bb300486,
AUTHOR = "Anis, K. and Zakia, H. and Mohamed, D. and Jeffrey, C.",
TITLE = "Detecting Depression Severity by Interpretable Representations of
Motion Dynamics",
BOOKTITLE = FG18,
YEAR = "2018",
PAGES = "739-745",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295072"}
@inproceedings{bb300487,
AUTHOR = "Ma, X.C. and Huang, D. and Wang, Y.H. and Wang, Y.D.",
TITLE = "Cost-Sensitive Two-Stage Depression Prediction Using Dynamic Visual
Clues",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "II: 338-351",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295073"}
@inproceedings{bb300488,
AUTHOR = "Alghowinem, S. and Goecke, R. and Cohn, J.F. and Wagner, M. and Parker, G. and Breakspear, M.",
TITLE = "Cross-cultural detection of depression from nonverbal behaviour",
BOOKTITLE = FG15,
YEAR = "2015",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295074"}
@inproceedings{bb300489,
AUTHOR = "Alghowinem, S. and Goecke, R. and Wagner, M. and Parker, G. and Breakspear, M.",
TITLE = "Eye movement analysis for depression detection",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "4220-4224",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295075"}
@inproceedings{bb300490,
AUTHOR = "Joshi, J. and Goecke, R. and Parker, G. and Breakspear, M.",
TITLE = "Can body expressions contribute to automatic depression analysis?",
BOOKTITLE = FG13,
YEAR = "2013",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295076"}
@inproceedings{bb300491,
AUTHOR = "Joshi, J. and Dhall, A. and Goecke, R. and Breakspear, M. and Parker, G.",
TITLE = "Neural-net classification for spatio-temporal descriptor based
depression analysis",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2634-2638",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922dep1.html#TT295077"}
@inproceedings{bb300492,
AUTHOR = "Arellano, D. and Perales, F.J. and Varona, J.",
TITLE = "Mood and Its Mapping onto Facial Expressions",
BOOKTITLE = AMDO14,
YEAR = "2014",
PAGES = "31-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295078"}
@inproceedings{bb300493,
AUTHOR = "Cerezo, E. and Hupont, I. and Manresa Yee, C. and Varona, J. and Baldassarri, S. and Perales, F.J. and Seron, F.J.",
TITLE = "Real-Time Facial Expression Recognition for Natural Interaction",
BOOKTITLE = IbPRIA07,
YEAR = "2007",
PAGES = "II: 40-47",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295079"}
@article{bb300494,
AUTHOR = "Benini, S. and Canini, L. and Leonardi, R.",
TITLE = "A Connotative Space for Supporting Movie Affective Recommendation",
JOURNAL = MultMed,
VOLUME = "13",
YEAR = "2011",
NUMBER = "6",
PAGES = "1356-1370",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295080"}
@article{bb300495,
AUTHOR = "Canini, L. and Benini, S. and Leonardi, R.",
TITLE = "Affective Recommendation of Movies Based on Selected Connotative
Features",
JOURNAL = CirSysVideo,
VOLUME = "23",
YEAR = "2013",
NUMBER = "4",
MONTH = "April",
PAGES = "636-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295081"}
@inproceedings{bb300496,
AUTHOR = "Canini, L. and Benini, S. and Migliorati, P. and Leonardi, R.",
TITLE = "Emotional identity of movies",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "1821-1824",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295082"}
@article{bb300497,
AUTHOR = "Sakr, G.E. and Elhajj, I.H. and Huijer, H.A.S.",
TITLE = "Support Vector Machines to Define and Detect Agitation Transition",
JOURNAL = AffCom,
VOLUME = "1",
YEAR = "2010",
NUMBER = "2",
MONTH = "July",
PAGES = "98-108",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295083"}
@article{bb300498,
AUTHOR = "Fleureau, J. and Guillotel, P. and Huynh Thu, Q.",
TITLE = "Physiological-Based Affect Event Detector for Entertainment Video
Applications",
JOURNAL = AffCom,
VOLUME = "3",
YEAR = "2012",
NUMBER = "3",
PAGES = "379-385",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295084"}
@article{bb300499,
AUTHOR = "Nguyen, L.S. and Frauendorfer, D. and Mast, M.S. and Gatica Perez, D.",
TITLE = "Hire me: Computational Inference of Hirability in Employment
Interviews Based on Nonverbal Behavior",
JOURNAL = MultMed,
VOLUME = "16",
YEAR = "2014",
NUMBER = "4",
MONTH = "June",
PAGES = "1018-1031",
BIBSOURCE = "http://www.visionbib.com/bibliography/people922pertrai1.html#TT295085"}
Last update:Oct 8, 2026 at 11:03:09