From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “depression detection” 39

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Using wearable data to detect depression severity across clinical and non-clinical samples
2026 Scientific Reports article Psychology Mental Health Research Topics Open access

Miriam Ina Hehlmann, Rayyan Tutunji, Wolfgang Lutz, Carlotta Rieble, Ricarda K. K. Proppert, Fabienne Mink, +3 more

2

citations
DPD (DePression Detection) Net: a deep neural network for multimodal depression detection
2024 Health Information Science and Systems article Psychology Emotion and Mood Recognition Open access

Erwin M. Bakker, Michael S. Lew

24

citations
Using Wearable Data to Detect Depression in a Cross-Population Study
2026 Research Square preprint Psychology Mental Health Research Topics Open access

Miriam Ina Hehlmann, Rayyan Tutunji, Wolfgang Lutz, Carlotta Rieble, Ricarda K. K. Proppert, Fabienne Mink, +3 more

0

citations
Federated learning for privacy-preserving depression detection with multilingual language models in social media posts
2024 Patterns article Psychology Mental Health via Writing Open access

Samar Samir Khalil, Noha S. Tawfik, Marco René Spruit

34

citations
Detection of Schizophrenia Spectrum Disorder and Major Depression Disorder Using Automated Speech Analysis
2025 IEEE Transactions on Affective Computing article Psychology Emotion and Mood Recognition

Inka Camilla Hiß, Jarek Krajewski, Steffen K. Leonhardt, Ute Habel

6

citations
Applying natural language processing to patient messages to identify depression concerns in cancer patients
2024 Journal of the American Medical Informatics Association article Psychology Mental Health via Writing Open access

Marieke Meija van Buchem, Anne de Hond, Claudio Fanconi, Vaibhavi B. Shah, Max Schuessler, Ilse M.J. Kant, +2 more

17

citations
Insomnia as a risk factor for the development of depression and anxiety in primary care: a matched population-based cohort study
2026 Family Practice article Psychology Sleep and related disorders Open access

M. C. N. Meijer, Rutger A. Middelburg, Ingrid A. Arnold, Jeanine Kamphuis, Dennis O Mook-Kanamori, Mattijs Everard Numans, +3 more

2

citations
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection
2023 conference-paper Psychology Mental Health via Writing Open access

Sourabh Zanwar, Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz

9

citations
Toward explainable AI (XAI) for mental health detection based on language behavior
2023 Frontiers in Psychiatry article Psychology Mental Health via Writing Open access

Elma Kerz, Sourabh Zanwar, Daniel Wiechmann

103

citations
SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German
2023 Findings of the Association for Computational Linguistics: EACL conference-paper Psychology Mental Health via Writing Open access

Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz

3

citations
Two-minute automated speech analysis: comparable performance to Beck Depression Inventory-II in distinguishing depressed and healthy individuals
2024 Neuroscience Applied article Psychology Emotion and Mood Recognition Open access

Felix Menne, Julia Schräder, Ute Habel, Johannes Tröger, Alexandra König, Lisa Wagels

0

citations
Using Wearable Technology to Detect, Monitor, and Predict Major Depressive Disorder—A Scoping Review and Introductory Text for Clinical Professionals
2024 Algorithms article Psychology Emotion and Mood Recognition Open access

Quinty Walschots, Milan G. Zarchev, Maurits Unkel, Astrid Mariska Kamperman

11

citations
The voice of depression: speech features as biomarkers for major depressive disorder
2024 BMC Psychiatry article Psychology Emotion and Mood Recognition Open access cited by 1 patent

Felix Menne, Felix Dörr, Julia Schräder, Johannes Tröger, Ute Habel, Alexandra König, +1 more

95

citations
Accuracy of the Depression, Anxiety and Stress Scale (DASS-21) for Screening on Comorbid Internalizing Disorders among Youth in Substance Use Disorder Treatment
2023 European Addiction Research article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access

Christina Moska, Anna E. Goudriaan, Peter Blanken, Vincent M. Hendriks

5

citations
A Study of Novel Exploratory Tools, Digital Technologies, and Central Nervous System Biomarkers to Characterize Unipolar Depression
2021 Frontiers in Psychiatry article Psychology Digital Mental Health Interventions Open access

Oleksandr Sverdlov, Jelena Curcic, Kristín Hannesdóttir, Liangke Connie Gou, Valéria De Luca, Francesco Ambrosetti, +22 more

36

citations
Lifestyle behaviours do not moderate the association between childhood maltreatment and comorbid depression and cardiometabolic disease in older adults: a meta-analysis
2025 BMC Medicine review Psychology Child Abuse and Trauma Open access

Olujolagbe Layinka, Camille Souama, Serena Defina, Vilte Baltramonaityte, Charlotte A. M. Cecil, Punit Shah, +4 more

3

citations
White Matter Microstructure Underlies the Effects of Sleep Quality and Life Stress on Depression Symptomatology in Older Adults
2020 Frontiers in Aging Neuroscience article Psychology Sleep and related disorders Open access

Changhong Li, Jan Schreiber, Nóra Bittner, Shumei Li, Ruiwang Huang, Susanne Moebus, +3 more

26

citations
Anxiety, depression and post-traumatic stress disorder in refugees resettling in high-income countries: systematic review and meta-analysis
2020 BJPsych Open review Psychology Migration, Health and Trauma Open access

Jens-R Henkelmann, Sanne de Best, Carla Deckers, Katarina Jensen, Mona K. Shahab, Bernet M. Elzinga, +1 more

398

citations
Development and psychometric evaluation of the Decision Tool Anxiety Disorders, OCD and PTSD (DTAOP): Facilitating the early detection of patients in need of highly specialized care
2021 PLoS ONE article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access

Frédérique C. W. van Krugten, Meriam Kaddouri, Maartje Goorden, Anton J.L.M. van Balkom, Ed W. Berretty, Daniëlle C. Cath, +6 more

4

citations
Norms and T-scores for screeners of alcohol use, depression and anxiety in the population of Suriname
2023 Frontiers in Psychiatry article Psychology Mental Health Treatment and Access Open access

Edwin de Beurs, Raj Jadnanansing, Kajal Etwaroo, Matthijs Blankers, Robbert Bipat, Jaap Peen, +1 more

2

citations
Clinicians’ practices and attitudes toward depression assessment: a cross-sectional survey study
2026 BMC Psychology article Psychology Psychological Testing and Assessment Open access

Damon Navandi, Veerle Celine Eijsbroek, Clara Wiebel, Aaron Marker, Katarina Kjell, Marc L. Molendijk, +2 more

0

citations
Leveraging technology to improve military mental health: Novel uses of smartphone apps
2020 Journal of Military Veteran and Family Health article Psychology Digital Mental Health Interventions

Eric H. G. J. M. Vermetten, Josh Granek, Hamid Boland, Erik ten Berge, Olaf Binsch, Lior Carmi, +3 more

5

citations
Meta-correlation of the effect of ketamine and psilocybin induced subjective effects on therapeutic outcome
2024 npj Mental Health Research article Psychology Psychedelics and Drug Studies Open access

Jack D. C. Dahan, David Dadiomov, Tijmen Bostoen, Albert Dahan

17

citations
A proof of concept study on individual trends in suicidal ideation: an ecological momentary assessment study of 5 patients over three months
2023 Journal for Person-Oriented Research article Psychology Mental Health Research Topics Open access

Chani Nuij, Wouter van Ballegooijen, Arnout Christiaan Smit, Derek Paul De Beurs, Remco F. P. de Winter, Rory C. O’Connor, +2 more

6

citations
Patients’ and Health Care Professionals’ Expectations of Virtual Therapeutic Agents in Outpatient Aftercare: Qualitative Survey Study
2025 JMIR Formative Research article Psychology Digital Mental Health Interventions Open access

Diana Immel, Bernhard Hilpert, Andreas Hein, Patrick Gebhard, René Hurlemann

10

citations