Microaneurysm segmentation in early diabetic retinopathy: a localized patch-based U-Net approach to overcome microscopic lesion oversight

Likhitha D. Atada, Madhura Prakash Manjunath, Deepthi K. Prasad, Venkatakrishnan Srinivasan

Open source

DOI: 10.1186/s40942-026-00919-x
Published: 2026-08-14
Container: International Journal of Retina and Vitreous
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1186/s40942-026-00919-x,
  title = {Microaneurysm segmentation in early diabetic retinopathy: a localized patch-based U-Net approach to overcome microscopic lesion oversight},
  author = {Likhitha D. Atada and Madhura Prakash Manjunath and Deepthi K. Prasad and Venkatakrishnan Srinivasan},
  year = {2026},
  journal = {International Journal of Retina and Vitreous},
  doi = {10.1186/s40942-026-00919-x},
  url = {https://doi.org/10.1186/s40942-026-00919-x}
}

RIS

TY  - JOUR
TI  - Microaneurysm segmentation in early diabetic retinopathy: a localized patch-based U-Net approach to overcome microscopic lesion oversight
AU  - Likhitha D. Atada
AU  - Madhura Prakash Manjunath
AU  - Deepthi K. Prasad
AU  - Venkatakrishnan Srinivasan
PY  - 2026
JO  - International Journal of Retina and Vitreous
DO  - 10.1186/s40942-026-00919-x
UR  - https://doi.org/10.1186/s40942-026-00919-x
ER  -

APA

Atada, L. D., Manjunath, M. P., Prasad, D. K., & Srinivasan, V. (2026). Microaneurysm segmentation in early diabetic retinopathy: a localized patch-based U-Net approach to overcome microscopic lesion oversight. International Journal of Retina and Vitreous. https://doi.org/10.1186/s40942-026-00919-x

Source records

crossref · retrieved 2026-09-26T06:34:38.388Z