Tashreef Muhammad

Advanced CNN and Explainable AI Based Architecture for Interpretable Brain MRI Analysis

ACM · Proceedings of the 3rd International Conference on Computing Advancements

An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI

IEEE · 2024 27th International Conference on Computer and Information Technology (ICCIT)

ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition

PLOS ONE · PLOS ONE, Volume 21, Issue 2

Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models

IEEE · 2024 27th International Conference on Computer and Information Technology (ICCIT)

Deep Learning-based Multi-Class Brain Abnormality Diagnosis on Bangladeshi MRI Images

IEEE · 2024 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)

Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures

IEEE · 2024 27th International Conference on Computer and Information Technology (ICCIT)

Improving Bangla Regional Dialect Detection Using BERT, LLMs, and XAI

IEEE · 2024 IEEE International Conference on Computing, Applications and Systems (COMPAS)

Tomatose: An Explainable Deep Learning Framework for Tomato Leaf Disease Detection

IEEE · 2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)

An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection

IEEE · 2024 27th International Conference on Computer and Information Technology (ICCIT)

VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification

Springer · Biomedical Materials & Devices