Assessing Lung Injury Induced by Streptozotocin-induced Diabetes: A Deep Neural Network Analysis of Histopathological and Immunohistochemical Images
Our findings confirmed that diabetes induces histopathological changes in lung tissue, contributing to fibrosis and potential pulmonary complications. Deep learning-based classification methods, particularly when utilizing color space variations and advanced preprocessing techniques, provide a powerful tool for analyzing diabetic tissue damage and may aid in the development of diagnostic support systems.
Authors
- Tuğba Şentürk (ORCID: https://orcid.org/0000-0002-9882-0079)
- Arzu Hanım YAY (ORCID: https://orcid.org/0000-0002-0541-8372)
- Demet Bolat (ORCID: https://orcid.org/0000-0002-3496-1630)
- Fatma Lati̇foğlu (ORCID: https://orcid.org/0000-0003-2018-9616)
- Münevver Baran (ORCID: https://orcid.org/0000-0003-0369-1022)
Institutions
- Inonu University (TR)
- Erciyes University (TR)
Publication Details
- Journal
- Current Computer - Aided Drug Design
- Published
- 2025-10-21
- DOI
- https://doi.org/10.2174/0115734099387481250930073924
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00