| Auto-Landmark: Acoustic Landmark Dataset and Open-Source Toolkit for Landmark Extraction | Sep 12, 2024 | Depression Detectionspeech-recognition | —Unverified | 0 | 0 |
| Few-Shot Learning for Chronic Disease Management: Leveraging Large Language Models and Multi-Prompt Engineering with Medical Knowledge Injection | Jan 16, 2024 | Depression DetectionFeature Engineering | —Unverified | 0 | 0 |
| FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA) | Jun 5, 2025 | Action Unit DetectionDepression Detection | —Unverified | 0 | 0 |
| Underneath the Numbers: Quantitative and Qualitative Gender Fairness in LLMs for Depression Prediction | Jun 12, 2024 | Depression DetectionFairness | —Unverified | 0 | 0 |
| FrAUG: A Frame Rate Based Data Augmentation Method for Depression Detection from Speech Signals | Feb 11, 2022 | Data AugmentationDepression Detection | —Unverified | 0 | 0 |
| Author2Vec: A Framework for Generating User Embedding | Mar 17, 2020 | ClassificationDepression Detection | —Unverified | 0 | 0 |
| Handwriting and Drawing for Depression Detection: A Preliminary Study | Feb 5, 2023 | Depression Detection | —Unverified | 0 | 0 |
| Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals | Jun 27, 2022 | Data AugmentationDepression Detection | —Unverified | 0 | 0 |
| Heterogeneous Subgraph Network with Prompt Learning for Interpretable Depression Detection on Social Media | Jul 12, 2024 | Contrastive LearningDepression Detection | —Unverified | 0 | 0 |
| Hierarchical attention interpretation: an interpretable speech-level transformer for bi-modal depression detection | Sep 23, 2023 | Depression DetectionSentence | —Unverified | 0 | 0 |
| Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings | Sep 15, 2022 | Decision MakingDepression Detection | —Unverified | 0 | 0 |
| A Step Towards Preserving Speakers' Identity While Detecting Depression Via Speaker Disentanglement | Jun 20, 2022 | Depression DetectionDisentanglement | —Unverified | 0 | 0 |
| Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework | Nov 12, 2020 | Depression DetectionManagement | —Unverified | 0 | 0 |
| Illuminate: A novel approach for depression detection with explainable analysis and proactive therapy using prompt engineering | Feb 5, 2024 | Depression DetectionDialogue Management | —Unverified | 0 | 0 |
| Improving Mental Health Classifier Generalization with Pre-Diagnosis Data | Jan 16, 2022 | Depression Detection | —Unverified | 0 | 0 |
| Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study | Apr 3, 2024 | Depression Detectionfeature selection | —Unverified | 0 | 0 |
| Using Audio Data to Facilitate Depression Risk Assessment in Primary Health Care | Oct 17, 2023 | AutoMLDepression Detection | —Unverified | 0 | 0 |
| Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation | Jun 25, 2021 | Depression Detection | —Unverified | 0 | 0 |
| A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media | Nov 29, 2020 | Depression DetectionSentence | —Unverified | 0 | 0 |
| Language-Agnostic Analysis of Speech Depression Detection | Sep 23, 2024 | Depression Detection | —Unverified | 0 | 0 |
| An Exploratory Analysis of the Relation Between Offensive Language and Mental Health | May 31, 2021 | Depression DetectionLanguage Identification | —Unverified | 0 | 0 |
| Leveraging Mental Health Forums for User-level Depression Detection on Social Media | Jun 1, 2022 | Depression Detection | —Unverified | 0 | 0 |
| A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo | Aug 26, 2020 | ClassificationDepression Detection | —Unverified | 0 | 0 |
| We Care: Multimodal Depression Detection and Knowledge Infused Mental Health Therapeutic Response Generation | Jun 15, 2024 | Depression DetectionResponse Generation | —Unverified | 0 | 0 |
| A Linguistically-Informed Fusion Approach for Multimodal Depression Detection | Jun 1, 2018 | Depression Detection | —Unverified | 0 | 0 |