Quality Controlled Synthetic Data Generation with LoRA-Adapted Stable Diffusion for Transformer-Based Lung Cancer Histopathology Classification

Murat Ucan, Buket Kaya, Mehmet Kaya

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DOI: 10.1007/s10278-026-02376-2
Published: 2026-10-07
Container: Journal of Imaging Informatics in Medicine
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1007/s10278-026-02376-2,
  title = {Quality Controlled Synthetic Data Generation with LoRA-Adapted Stable Diffusion for Transformer-Based Lung Cancer Histopathology Classification},
  author = {Murat Ucan and Buket Kaya and Mehmet Kaya},
  year = {2026},
  journal = {Journal of Imaging Informatics in Medicine},
  doi = {10.1007/s10278-026-02376-2},
  url = {https://doi.org/10.1007/s10278-026-02376-2}
}

RIS

TY  - JOUR
TI  - Quality Controlled Synthetic Data Generation with LoRA-Adapted Stable Diffusion for Transformer-Based Lung Cancer Histopathology Classification
AU  - Murat Ucan
AU  - Buket Kaya
AU  - Mehmet Kaya
PY  - 2026
JO  - Journal of Imaging Informatics in Medicine
DO  - 10.1007/s10278-026-02376-2
UR  - https://doi.org/10.1007/s10278-026-02376-2
ER  -

APA

Ucan, M., Kaya, B., & Kaya, M. (2026). Quality Controlled Synthetic Data Generation with LoRA-Adapted Stable Diffusion for Transformer-Based Lung Cancer Histopathology Classification. Journal of Imaging Informatics in Medicine. https://doi.org/10.1007/s10278-026-02376-2

Source records

crossref · retrieved 2026-11-10T11:26:43.284Z