EfficientNet in diabetic retinopathy detection: impact of pre-training scale
Introduction: Diabetic retinopathy (DR) is a leading cause of vision loss in diabetic patients worldwide. Timely and accurate detection of referable diabetic retinopathy (RDR) is essential for preventing blindness. In this context, deep learning technologies offer promising advancements in the autom...
Saved in:
Main Authors: | Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin, Salam, Adzura, Yusof @ Alias, Firdaus |
---|---|
Format: | Article |
Language: | English English |
Published: |
Universiti Putra Malaysia Press
2024
|
Subjects: | |
Online Access: | http://irep.iium.edu.my/117717/7/117717_EfficientNet%20in%20diabetic%20retinopathy%20detection.pdf http://irep.iium.edu.my/117717/13/117717_EfficientNet%20in%20diabetic%20retinopathy%20detection_Scopus.pdf http://irep.iium.edu.my/117717/ https://medic.upm.edu.my/upload/dokumen/2024123014280818_MJMHS_0148.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
The impact of image resolution on diagnostic accuracy using
fractal dimension in identifying diabetic retinopathy, glaucoma,
and age‑related macular degeneration
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2024) -
Diabetic retinopathy
by: Salam, Adzura, et al.
Published: (2012) -
Early detection of breast cancer in mammograms using the lightweight modification of efficientNet B3
by: Ruza, Nabilah, et al.
Published: (2023) -
Front and Back Views Gait Recognitions Using EfficientNets
and EfficientNetV2 Models Based on Gait Energy Image
by: Tengku Mohd Afendi, Zulcaffle, et al.
Published: (2023) -
Nonproliferative and proliferative retinopathy
by: Salam, Adzura
Published: (2019)