| Depression Detection using Resting State Three-channel EEG Signal | Feb 27, 2020 | Depression DetectionEEG | —Unverified | 0 |
| Explainable Depression Detection with Multi-Modalities Using a Hybrid Deep Learning Model on Social Media | Jul 3, 2020 | Depression DetectionPrediction | —Unverified | 0 |
| DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media | May 23, 2021 | Abstractive Text SummarizationDepression Detection | —Unverified | 0 |
| Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach | Sep 6, 2022 | Active LearningDepression Detection | —Unverified | 0 |
| DepreSym: A Depression Symptom Annotated Corpus and the Role of LLMs as Assessors of Psychological Markers | Aug 21, 2023 | Depression Detection | —Unverified | 0 |
| Detect Depression from Social Networks with Sentiment Knowledge Sharing | Jun 13, 2023 | Depression Detection | —Unverified | 0 |
| Detecting Depression in Social Media using Fine-Grained Emotions | Jun 1, 2019 | Depression Detection | —Unverified | 0 |
| Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores | Nov 3, 2020 | Depression Detection | —Unverified | 0 |
| Author2Vec: A Framework for Generating User Embedding | Mar 17, 2020 | ClassificationDepression Detection | —Unverified | 0 |
| Detecting Levels of Depression in Text Based on Metrics | Jul 9, 2018 | Depression Detection | —Unverified | 0 |
| Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method | Mar 4, 2025 | Binary ClassificationDepression Detection | —Unverified | 0 |
| Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter | Apr 1, 2024 | Depression Detection | —Unverified | 0 |
| A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection | Oct 8, 2024 | Depression DetectionEEG | —Unverified | 0 |
| A Cross-modal Review of Indicators for Depression Detection Systems | Aug 1, 2017 | Depression Detection | —Unverified | 0 |
| Generalized Dilated CNN Models for Depression Detection Using Inverted Vocal Tract Variables | Nov 13, 2020 | Cross-corpusDepression Detection | —Unverified | 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 |
| Deep Knowledge-Infusion For Explainable Depression Detection | Sep 1, 2024 | Depression Detection | —Unverified | 0 |
| Facial Expression Analysis Using Decomposed Multiscale Spatiotemporal Networks | Mar 21, 2022 | Depression Detection | —Unverified | 0 |
| Explainable Depression Detection via Head Motion Patterns | Jul 23, 2023 | Binary ClassificationDepression Detection | —Unverified | 0 |
| They Look Like Each Other: Case-based Reasoning for Explainable Depression Detection on Twitter using Large Language Models | Jul 21, 2024 | Decision MakingDepression Detection | —Unverified | 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 |
| FrAUG: A Frame Rate Based Data Augmentation Method for Depression Detection from Speech Signals | Feb 11, 2022 | Data AugmentationDepression Detection | —Unverified | 0 |
| Explainable Depression Detection using Masked Hard Instance Mining | May 30, 2025 | Depression Detection | —Unverified | 0 |
| Feature Attention Network: Interpretable Depression Detection from Social Media | Dec 1, 2018 | Depression Detection | —Unverified | 0 |
| Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation | Mar 3, 2025 | Depression DetectionHallucination | —Unverified | 0 |