Skip to content
DraconiticResearch
Search Sources API
190,869 studies31 sourcesUpdated 1 h ago
PreprintAll rights reservedmedRxiv

The Coupled Stochastic Dynamical System: A Generative Model for Simulating and Forecasting Youth Mental Health Trajectories

  • N. Koutsouleris1
  • G. Turner
  • D. Gruening
  • N. Penzel
  • G. Jacobs
  • J. Fietz
  • M. O. Buciuman
  • M. F. Urquijo
  • S. Mena
  • C. Fraza
  • P. A. Lalousis
  • L. A. Antonucci
5 more authors
  • S. Schneider
  • H. Wang
  • V. Jirsa
  • P. Slovak
  • A. Orben
  1. 1Ludwig-Maximilian-University Munich
Read full textPDFDOICite

Related

  1. Simulating Psychotherapeutic Sessions with Generative Artificial Intelligence: A Proof-of-Concept Study of In Silico Psychotherapy Research
    K. Horvath, S. Longani, S. Brill +8
    medRxivPreprintAll rights reservedFull textPsychiatry & mental healthmedRxiv
  2. Generative Forecasting of Longitudinal 3D-OCT Under Anti-VEGF Therapy for Diabetic Macular Edema
    Yuxiang Feng, Chaofeng Liang, Shujun Wang
    Diagnostics (Basel, Switzerland)Peer-reviewedCC BYFull textGeneral medicineEurope PMC
  3. Optical compression of multimodal clinical data into a unified visual memory for generative trajectory forecasting
    Z. Guo, B. Jin, Z. Han +3
    medRxivPreprintAll rights reservedFull textGeneral medicinemedRxiv
  4. Generative diffusion models for spatiotemporal influenza forecasting
    Joseph Lemaitre, Justin Lessler
    PLOS Computational BiologyPeer-reviewedCC BY 4.0Full textStatisticsEpidemiology & public healthPLOS
  5. Mortality forecasting under climate risk: a stochastic approach with distributed lag nonlinear models
    Jiacheng Min, Han Li, Thomas Nagler +1
    Journal of the Royal Statistical Society Series A (Statistics in Society)Peer-reviewedCC BY5 citedPharmacology & toxicologyOpenAlex

Cite

BibTeXRIS
BibTeX
@misc{koutsouleris2026coupled,
  title = {{The Coupled Stochastic Dynamical System: A Generative Model for Simulating and Forecasting Youth Mental Health Trajectories}},
  author = {N. Koutsouleris and G. Turner and D. Gruening and N. Penzel and G. Jacobs and J. Fietz and M. O. Buciuman and M. F. Urquijo and S. Mena and C. Fraza and P. A. Lalousis and L. A. Antonucci and S. Schneider and H. Wang and V. Jirsa and P. Slovak and A. Orben},
  howpublished = {medRxiv},
  year = {2026},
  month = jul,
  doi = {10.64898/2026.07.26.26358943},
  url = {https://www.medrxiv.org/content/10.64898/2026.07.26.26358943v2},
}
RIS
TY  - UNPB
TI  - The Coupled Stochastic Dynamical System: A Generative Model for Simulating and Forecasting Youth Mental Health Trajectories
AU  - N. Koutsouleris
AU  - G. Turner
AU  - D. Gruening
AU  - N. Penzel
AU  - G. Jacobs
AU  - J. Fietz
AU  - M. O. Buciuman
AU  - M. F. Urquijo
AU  - S. Mena
AU  - C. Fraza
AU  - P. A. Lalousis
AU  - L. A. Antonucci
AU  - S. Schneider
AU  - H. Wang
AU  - V. Jirsa
AU  - P. Slovak
AU  - A. Orben
PY  - 2026
DA  - 2026/07/26
PB  - medRxiv
DO  - 10.64898/2026.07.26.26358943
UR  - https://www.medrxiv.org/content/10.64898/2026.07.26.26358943v2
ER  -