Optic Disc and Cup Segmentation via Enhanced U-Net with Residual and Attention Mechanisms

Ashraf UI Alam, Sudipta Progga Islam, S. M. Mahedy Hasan, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Md. Al Mamun, Md. Rakib Hossain
2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Paper Poster
IEEE

Advancing Ophthalmology through Transfer Learning and Channel-Wise Attention for Retinal Disease Classification

Sudipta Progga Islam, Ashraf UI Alam
2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Paper
IEEE

A Deep CNN-Based Approach for Revolutionizing Bengali Handwritten Numeral Recognition

Sudipta Progga Islam, Farjana Parvin
2nd International Conference on Big Data, IoT and Machine Learning 2023 (BIM 2023) Paper
Springer

BanglaOngko : A New Dataset for Accurate Bengali Mathematical Expression Detection Utilizing YOLOv8 Architecture

Soumit Das, Ashraf UI Alam, Sudipta Progga Islam, Azmain Yakin Srizon
2nd International Conference on Big Data, IoT and Machine Learning 2023 (BIM 2023) Paper Project
Taylor and Francis

Thesis

RAD-U-Net: Residual Attention-based Dual-path U-Net for Segmentation of Multiple Myeloma Cells in Microscopic Images for Clinical Diagnosis

• A portion of my undergraduate thesis was published at International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON) 2024. This work was done under the supervision of Dr. Md. Nazrul Islam Mondal and Nahin Ul Sadad.

Paper: