An automata-machine learning integrated framework for intelligent mental health diagnostics

A Human–Machine Interaction–Experience–Learning Algorithm for Integrated Lateral–Longitudinal Decision-Making and Control in Intelligent Connected Vehicles
Wenxuan Shen, Cunyue Yan, Zhaoqiang Wang +2
Sensors (Basel, Switzerland)1 Oct 2026Peer-reviewedCC BYFull textEurope PMC
Intelligent educational agent-based collaborative scaffolding for STEM interdisciplinary project-based learning: a multi-dimensional framework and empirical evaluation
Jingjing Zang
Scientific Reports23 Oct 2026Peer-reviewedCC BY-NC-ND 4.0Full textCrossref
An Explainable Disease-Aware Intelligent Histopathological Representation Learning Framework for Generalizable Breast Cancer Classification
Faizan Ahmad, Irfanud Din, Khalil Khan
Diagnostics (Basel, Switzerland)1 Oct 2026Peer-reviewedCC BYFull textGeneral medicineEurope PMC
An embedded deep learning–fuzzy logic framework for intelligent and automated irrigation in smart farming
Ze Luo, Zhuo Yang, Yi Hu +1
Scientific Reports8 Oct 2026Peer-reviewedCC BY-NC-ND 4.0Full textPlant biologyCrossref
Cognitively robust model using a deep learning framework for target recognition under suboptimal illumination in intelligent video surveillance system
Pavithra S. Ganapathi Bhat, Andhe Dharani, M. Krishna +1
Scientific Reports13 Oct 2026Peer-reviewedCC BY-NC-ND 4.0Full textCrossref

Cite

BibTeX

@article{pawar2026automatamachine,
  title = {{An automata-machine learning integrated framework for intelligent mental health diagnostics}},
  author = {Lokesh Pawar and Rohit Bajaj and Yohannes Mengist and Nitin Kumar and Ruby Pant and Ajay Kumar and Purnendu Shekar Pandey},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-74877-7},
  url = {https://www.nature.com/articles/s41598-026-74877-7},
  note = {CC BY-NC-ND 4.0},
}

RIS

TY  - JOUR
TI  - An automata-machine learning integrated framework for intelligent mental health diagnostics
AU  - Lokesh Pawar
AU  - Rohit Bajaj
AU  - Yohannes Mengist
AU  - Nitin Kumar
AU  - Ruby Pant
AU  - Ajay Kumar
AU  - Purnendu Shekar Pandey
PY  - 2026
DA  - 2026/10/16
JO  - Scientific Reports
DO  - 10.1038/s41598-026-74877-7
UR  - https://www.nature.com/articles/s41598-026-74877-7
SN  - 2045-2322
ER  -

Related

Cite