Deep learning generative adversarial network model for automated detection of diabetic retinopathy

• Main Authors: Zainal Abidin, Nadzurah, Ismail, Amelia Ritahani, Amir Hussin, Amir 'Aatieff, Shafie, Muhammad Laziem, Muhamad Ridzuan, Aishah Nabilah
• Format: Proceeding Paper
• Language: English; English
• Published: AIP Publishing 2024
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/113226/2/113226_Deep%20learning%20generative.pdf; http://irep.iium.edu.my/113226/1/113226_Deep%20learning%20generative_SCOPUS.pdf; http://irep.iium.edu.my/113226/; https://pubs.aip.org/aip/acp/article-abstract/2729/1/060001/3262420/Deep-learning-generative-adversarial-network-model?redirectedFrom=fulltext

Diabetic retinopathy (DR) is a leading disease that cause impaired vision with a consequence of permanent blindness if it is undiagnosed and untreated at the early stages. Alas, DR often has no early warning sign and may cause no symptoms. Particularly, recent statistics recorded that about 382 mill...