Search Results for author: Md. Tanzim Reza

Found 4 papers, 1 papers with code

Explainable AI based Glaucoma Detection using Transfer Learning and LIME

no code implementations7 Oct 2022 Touhidul Islam Chayan, Anita Islam, Eftykhar Rahman, Md. Tanzim Reza, Tasnim Sakib Apon, Md. Golam Rabiul Alam

Glaucoma is the second driving reason for partial or complete blindness among all the visual deficiencies which mainly occurs because of excessive pressure in the eye due to anxiety or depression which damages the optic nerve and creates complications in vision.

Transfer Learning

Effectiveness of Federated Learning and CNN Ensemble Architectures for Identifying Brain Tumors Using MRI Images

1 code implementation Neural Processing Letters 2022 Moinul Islam, Md. Tanzim Reza, Mohammed Kaosar & Mohammad Zavid Parvez

This study shows that the FL approach can achieve privacy-protected tumor classification from MRI images without compromising much accuracy compared to the traditional deep learning approach.

Federated Learning

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