Mental Health

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Mental Health.

Period ending 2026-09-14

6 new papers

A weekly snapshot of new work published in Mental Health.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Mental Health.

Inside this field

Focused directions

172 papers

Latest in Mental Health

Browse all topics →
CardsList

  1. RSPC: A Benchmark for Modeling Stress and Psychiatric Conditions in Digitally Mediated Relationships using Psychiatrist Annotations

    Jun 25, 2026Parmitha Vangapandu, Sai Ganesh Mokkapati, Sathwik Narkedimilli +4Psychiatric ReasoningTrier Social Stress Test

  2. Auditing Framing-Sensitive Behavioral Instability in Large Language Models for Mental Health Interactions

    Jun 25, 2026Abla Bedoui, Ashley L. Greene, Mohammed CherkaouiTask FramingMental Health

  3. SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages

    Jun 25, 2026Subham Kumar, Prakrithi Shivaprakash, Abhishek Manoharan +7Multilingual Automatic Speech RecognitionPsychiatric Reasoning

  4. Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking

    Jun 24, 2026Huizi Yu, Jian Liu, Wenkong Wang +10Medication Recommendation FrameworkPsychiatric Reasoning

  5. Expresso-AI: Explainable Video-Based Deep Learning Models for Depression Diagnosis

    Jun 24, 2026Felipe Moreno, Sharifa Alghowinem, Hae Won Park +1Depression DetectionDepression

  6. Ensemble Feature Selection and Harris Hawks Optimization for Explainable Mental Health Risk Prediction in Female Sex Workers

    Jun 23, 2026Ahnaf Atef Choudhury, Md. Parvej Hoque Palash, Shahriar Siddique Ayon +2Mental HealthXai

  7. One Year Later...The Harms Persist, But So Do We!

    Jun 22, 2026Annika Marie Schoene, Cansu Canca, Gautham Vijay Kumar +1Mental HealthLarge Language Model Safety

  8. PsyBridge: A Hybrid Intelligent Framework for Multi-Dimensional Mental Health Assessment and Decision Support

    Jun 22, 2026Sunil Wanjari, Manish Thakre, Aayushi Asole +4Mental HealthDecision Support

  9. Do LLM Embedding Spaces Recover Expert Structure?

    Jun 22, 2026Yixuan Zhu, Zhenke Duan, Fanghen LiMental HealthExpert Demonstrations

  10. Explainable AI for Mental Health Prediction in Drug-Affected Populations with Dragonfly Algorithm and GAN Oversampling

    Jun 22, 2026Ahnaf Atef Choudhury, Shahriar Siddique Ayon, Md. Ebrahim Hossain +1Mental HealthClinical Prediction

  11. MindTailor: Personalized Emotional Support via Post History-Grounded Case Formulation and Collaborative Refinement

    Jun 20, 2026Suhyun Han, Kyunghyun Cho, JinYeong BakEmotional SupportCognitive Behavioral Therapy

  12. Counsel: A Meta-Evaluation Dataset for Agentic Tasks

    Jun 19, 2026Sashank Pisupati, Henry Broomfield, Eujeong Choi +5Agentic BenchmarksLlm-As-A-Judge

  13. Evaluating Document-Tuned Transformer Representations for Person-level Mental Health Assessment

    Jun 19, 2026Aaron Marker, Oscar Kjell, Vasudha Varadarajan +1Mental HealthElectronic Health Record Foundation Models

  14. Towards Transparent Mental Health Insights: An Explainable AI Model for Career-Related Depression and Anxiety Among University Students Using Structured Data

    Jun 19, 2026Arsham Azam, Rasikh Ali, Tayyaba Farhat +1Mental HealthExplainable Artificial Intelligence

  15. Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language

    Jun 17, 2026Yunkai Xu, Saeed AbdullahMental HealthDialogue

  16. A Taxonomy of Mental Health and Technology Needs for Alzheimer's and Dementia Caregivers

    Jun 17, 2026Keran Wang, Drishti Goel, Jiayue Melissa Shi +5CareAlzheimer

  17. Reading between the Lines: Leveraging Large Language Models for Global Dementia and Depression Assessment from Clinical Interviews

    Jun 16, 2026Franziska Braun, Alea Rüggeberg, Thomas Ranzenberger +4Depression DetectionAlzheimer

  18. Fine-tuning LLMs for Passive Depression Severity Estimation from AI Mental Health Dialogue

    Jun 16, 2026Olivier Tieleman, Ziyi Zhu, Ting Su +3Depression DetectionDepression

  19. Toward Accessible Psychotherapy Training Using AI-Driven Interactive Patient Avatars

    Jun 16, 2026Pascal Riachi, Sofie Kamber, Stella Brogna +2Simulated PatientsCognitive Behavioral Therapy

  20. Cloze: An Open Research Platform for Studying Human-AI Conversations in Mental Health Contexts

    Jun 13, 2026Matthew Flathers, Francesco Cipriani, John TorousMental Health SupportMental Health

  21. The Tone of Awareness: Topic, Sentiment, and Toxicity Maps During Mental Health Month on TikTok

    Jun 11, 2026Henrique Ferraz de Arruda, Andreia Sofia Teixeira, Pranay Gundala Reddy +3Mental HealthToxicity

  22. Mental-R1: Aligning LLM Reasoning for Mental Health Assessment

    Jun 11, 2026Xin Wang, Boyan Gao, Yibo Yang +1Mental HealthLarge Language Model Reasoning

  23. MentalMARBERT: Domain-Adaptive Pre-training and Two-Stage Fine-Tuning for Arabic Mental Health Disorders Detection

    Jun 10, 2026Fatimah Almalki, Areej Alhothali, Lulwah Alharigy +1Arabic Natural Language ProcessingMental Health

  24. End-to-End Machine Learning for Depressive State Classification via EEG and fNIRS

    Jun 10, 2026Riki Sakurai, Simon Kojima, Mihoko Otake-Matsuura +2Depression DetectionDepression

  25. Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning

    Jun 9, 2026Yiqing Lyu, Xianbing Zhao, Buzhou Tang +1Depression DetectionLarge Language Models(Llms

  26. Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X Communities

    Jun 6, 2026Amal Alqahtani, Rana Salama, Mona DiabMental HealthDiscourse

  27. InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via Information-Theoretic Optimization

    Jun 4, 2026Xueyang Wu, Siyuan Liu, Kezhuo Yang +1Depression DetectionDifferential Privacy

  28. When Clients Stop Following: A Cognitive Conceptualization Diagram-driven Framework for Strategic Counseling

    Jun 3, 2026Yihao Qin, Junyi Zhao, Changsheng Ma +4Cognitive Behavioral TherapyClients

  29. DMT-CBT: Longitudinal Therapeutic State Modeling for CBT Counseling

    Jun 2, 2026Chang Liu, Shuyi Zhang, Changsheng Ma +3Cognitive Behavioral TherapyTreatment

  30. Lost in Delusion: Examining LLM Safety Under User Delusions and Distress

    May 31, 2026Andrew Aquilina, Chetna Nihalani, Vasudha Varadarajan +3Mental Health SupportLarge Language Model Safety

  31. Beyond Augmentation: Score-Guided Pathological Prior for EEG-based Depression Detection

    May 29, 2026Xiaojing Chen, Jingqi Cheng, Xu Zhao +2Depression DetectionSynthetic Data Augmentation

  32. LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback

    May 28, 2026Jiwon Kim, Maya Ajit, Sherry Gong +4Mental Health SupportAi-Assisted Writing

  33. Comparing Post-Hoc Explainable AI Methods for Interpreting Black-Box EEG Models in Depression Detection

    May 27, 2026Antonia Šarčević, Nikolina FridDepression Detection

  34. You Are in Control of Your State: Why Human Outcomes Are Controllable Through Causal State Intervention

    May 26, 2026Suraj Biswas, Saurav Gupta, Pritam MukherjeeCausal InterventionControllability

  35. Keyphrase Generative Representation of Youth Crisis Conversations Beyond Static Taxonomies

    May 26, 2026Abeer Badawi, Will Aitken, Lydia Sequeira +3CrisisSynthesizing Long-Horizon Campus Psychological Counseling Dialogues

  36. AI Content Moderation in Therapy Conversations

    May 25, 2026Jiwon Kim, Claire Wang, Taeung Yoon +2Synthesizing Long-Horizon Campus Psychological Counseling DialoguesContent Moderation

  37. Exploring Profiles of Cognitive Distortions Associated with Mental Health Disorders

    May 24, 2026Alina Anikejeva, Kairit SirtsMental HealthEffect Sizes

  38. Automated Detection and Classification of Delusion-related Content in Naturalistic Audio Diaries Using Multi-Agent Language Models

    May 23, 2026Feng Chen, Justin Tauscher, Changye Li +7Depression DetectionMulti-Agent Large Language Model

  39. Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care

    May 23, 2026Vassilis Lyberatos, Edmund G. Dervakos, Eleni Adamidi +2Depression DetectionMental Health Support

  40. The Model Is Not the Product: A Dual-Pillar Architecture for Local-First Psychological Coaching

    May 23, 2026Alexander MihalceaLarge Language Model MemoryCognitive Behavioral Therapy

  41. CUNY at CLPsych 2026: A Pipeline Approach to Classification and Summarization of Mental Health Changes

    May 22, 2026Amirmohammad Ziaei Bideh, Shameed Charlomar Job, Ava Yahyapour +1Mental HealthPsychology

  42. fMRI-Diffusion: Generating fMRI Time Series Via a Temporal Transformer Diffusion Model for Major Depressive Disorder Diagnosis

    May 22, 2026Muhammad Asif Hasan, Yanming Zhu, Xuefei Yin +1Brain Magnetic Resonance ImagingDepression Detection

  43. When Symptoms Are Not Enough: Evidence-Weighting Patterns in Large Language Model Psychiatric Screening

    May 22, 2026Jianfeng Zhu, Megan Korhummel, Ruoming Jin +1Psychiatric ReasoningDepression Detection

  44. DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods

    May 21, 2026Maryia Zhyrko, Daisy Monika Lal, Erik van Mulligen +1Mental HealthPsychology

  45. L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark

    May 21, 2026Angqi Li, Ab Basit Rafi Syed, Hamzeh Alzweri +3ElectrocorticographyElectroencephalography Spatial Super-Resolution

  46. EmoTrack: Clinical-Semantic Modeling for Text-Based Depression Severity Estimation

    May 21, 2026Zhaomin Wu, Jiayi Li, Bingsheng HeDepression DetectionDepression

  47. Psy-Chronicle:A Structured Pipeline for Synthesizing Long-Horizon Campus Psychological Counseling Dialogues

    May 21, 2026Chaogui GouSynthesizing Long-Horizon Campus Psychological Counseling DialoguesCognitive Behavioral Therapy

  48. TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health

    May 20, 2026Yuang Fan, Lilin Xu, Millie Wu +8Mental HealthLarge Language Model Fine-Tuning

  49. Automated ICD Classification of Psychiatric Diagnoses: From Classical NLP to Large Language Models

    May 20, 2026Fernando Ortega, Raúl Lara-Cabrera, Jorge Dueñas-Lerín +3Psychiatric ReasoningInternational Classification Of Disease Codes

  50. Building Arabic NLP from the Ground Up: Twenty Years of Lessons, Failures, and Open Problems

    May 20, 2026Wajdi ZaghouaniArabic Natural Language ProcessingArabic

  51. FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data

    May 18, 2026Nuredin Ali Abdelkadir, Anjali Ratnam, Zeerak Talat +1Federated LearningMental Health

  52. PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship

    May 17, 2026Zhiyuan Wang, Ariful Islam, Indrajeet Ghosh +5Mental Health SupportProactive

  53. CBT-Audio: Evaluating Audio Language Models for Patient-Side Distress Intensity Estimation in CBT Session Recordings

    May 17, 2026Qixuan Hu, Shuchang Ye, Xumou Zhang +8Cognitive Behavioral TherapyArtificial Intelligence Systems

  54. MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models

    May 15, 2026Weixin Liu, Congning Ni, Shelagh A. Mulvaney +4Benchmarking Large Language ModelsMental Health

  55. Explainable Detection of Depression Status Shifts from User Digital Traces

    May 14, 2026Loris Belcastro, Francesco Gervino, Fabrizio Marozzo +2Depression DetectionDepression

  56. A Multi-Probe Audit of Clinical-Interview Depression Detection Benchmarks

    May 13, 2026Takehiro Ishikawa, Jon DukeDepression DetectionDiagnostic Benchmark

  57. VERA-MH: Validation of Ethical and Responsible AI in Mental Health

    May 13, 2026Luca Belli, Kate H. Bentley, Josh Gieringer +6Mental Health SupportChatbots

  58. An Agentic LLM-Based Framework for Population-Scale Mental Health Screening

    May 13, 2026Giuliano Lorenzoni, Paulo Alencar, Donald CowanDepression DetectionModular Agentic Framework

  59. A Theory of Multilevel Interactive Equilibrium in NeuroAI

    May 11, 2026Zhe Sage Chen, Quanyan ZhuGame TheoryMulti-Agent Systems

  60. Speech-based Psychological Crisis Assessment using LLMs

    May 11, 2026Terumi Chiba, Yang Luo, Ziyun Cui +2CrisisSpeech Evaluation