Feasibility of improving vocal fold pathology image classification with synthetic images generated by DDPM-based GenAI: a pilot study
Generating realistic images of VFSP using DDPMs is feasible and can enhance the classification of VFSPs by an AI model and may support VD screening and diagnosis.
Authors
- Mostafa M. Rezaee (ORCID: https://orcid.org/0000-0002-0849-3650)
- Robert Green (ORCID: https://orcid.org/0000-0002-3792-2725)
- Shahryar Zainaee (ORCID: https://orcid.org/0000-0003-2104-0151)
- Mehran Ghasemi (ORCID: https://orcid.org/0009-0004-9979-488X)
- Iman Khazrak (ORCID: https://orcid.org/0000-0001-7087-2283)
Institutions
- Bowling Green State University (US)
Publication Details
- Journal
- European Archives of Oto-Rhino-Laryngology
- Published
- 2025-05-17
- DOI
- https://doi.org/10.1007/s00405-025-09443-4
- Citations
- 3
- Primary Topic
- Voice and Speech Disorders
- Type
- article
- Field-Weighted Citation Impact
- 3.49