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Critical Assessment of DCGAN-Based Data Balancing in Deep Learning for Keratitis Identification: Trade-Off Between Fidelity, Fairness, and Performance.

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Title: Critical Assessment of DCGAN-Based Data Balancing in Deep Learning for Keratitis Identification: Trade-Off Between Fidelity, Fairness, and Performance.
Authors: Syahrir, Moch.1 (AUTHOR) moch.syahrir@universitasbumigora.ac.id, Hammad, Rifqi1 (AUTHOR), Imran, Bahtiar2 (AUTHOR), Hidayat, Muhammad Syairozi3 (AUTHOR)
Source: Ingénierie des Systèmes d'Information. Mar2026, Vol. 31 Issue 3, p791-803. 13p.
Database: Business Source Ultimate
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  Data: Critical Assessment of DCGAN-Based Data Balancing in Deep Learning for Keratitis Identification: Trade-Off Between Fidelity, Fairness, and Performance.
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        Value: 10.18280/isi.310313
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        Text: English
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      – TitleFull: Critical Assessment of DCGAN-Based Data Balancing in Deep Learning for Keratitis Identification: Trade-Off Between Fidelity, Fairness, and Performance.
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              Text: Mar2026
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