4 papers
An Ensemble Deep Learning Approach for Reliable and Scalable Lemon Leaf Disease Classification
Shayan Abrar, Sudeepta Mandal, Abdul Awal Yasir +4
Early detection of plant diseases is crucial to plants and for the farmers. Plant diseases reduce fruit yield and quality, and plants are more susceptible to other stresses when th…
RetinaVision: XAI-Driven Augmented Regulation for Precise Retinal Disease Classification using deep learning framework
Mohammad Tahmid Noor, Shayan Abrar, Jannatul Adan Mahi +3
Early and accurate classification of retinal diseases is critical to counter vision loss and for guiding clinical management of retinal diseases. In this study, we proposed a deep…
Toward Reliable Tea Leaf Disease Diagnosis Using Deep Learning Model: Enhancing Robustness With Explainable AI and Adversarial Training
Samanta Ghosh, Jannatul Adan Mahi, Shayan Abrar +4
Tea is a valuable asset for the economy of Bangladesh. So, tea cultivation plays an important role to boost the economy. These valuable plants are vulnerable to various kinds of le…
Smart Diagnosis and Early Intervention in PCOS: A Deep Learning Approach to Women's Reproductive Health
Shayan Abrar, Samura Rahman, Ishrat Jahan Momo +4
Polycystic Ovary Syndrome (PCOS) is a widespread disorder in women of reproductive age, characterized by a hormonal imbalance, irregular periods, and multiple ovarian cysts. Infert…