Author

Faika Fairuj Preotee

Observed name: Preotee, Faika Fairuj

Institutions: Southeast University, Southeast University

Observed institutions: Ahsanullah University of Science and Technology, Bangladesh University of Engineering and Technology, Southeast University, Southeast University

ORCID: 0009-0001-1615-2071

Observed ORCID: 0009-0001-1615-2071

OpenAlex ID: A5115552728

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

2026 · Shamim Rahim Refat, Ziyan Shirin Raha, et al. · Biomedical Materials & Devices · 22

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Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI

2024 · Shuvashis Sarker, Shamim Rahim Refat, et al. · International Conference on Computer and Information Technology (ICCIT) · 9

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

2024 · Faika Fairuj Preotee, Shuvashis Sarker, et al. · International Conference on Computer and Information Technology (ICCIT) · 8

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ANCHOLIK-NER: A benchmark dataset for Bangla regional named entity recognition

2026 · Bidyarthi Paul, Faika Fairuj Preotee, et al. · PLoS ONE · 6

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

2024 · Shuvashis Sarker, Shamim Rahim Refat, et al. · International Conference on Computer and Information Technology (ICCIT) · 6

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

2024 · Shuvashis Sarker Shuvo, Shamim Rahim Refat, et al. · International Conference on Computing Advancements (ICCA) · 5

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

2024 · Bidyarthi Paul, Faika Fairuj Preotee, et al. · IEEE International Conference on Computing, Applications and Systems (COMPAS) · 4

An Innovative Framework for Heart Sound Classification Integrating Adaptive Fuzzy Rank-Based Ensemble of Transfer Learning Models with Multi-Dimensional Features

2025 · Shuvashis Sarker, Faika Fairuj Preotee, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2

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

2025 · Bidyarthi Paul, Tashreef Muhammad, et al. · IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) · 1

Cross-Dialect NER for Bangla Regional Dialects Using Leave-One-Dialect-Out Cross-Validation and Explainable AI

2026 · Refat, Shamim Rahim, Preotee, Faika Fairuj, et al. · arXiv (Cornell University)

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VGDNet : An Attention-Based Weighted Fusion Architecture for Automated Tomato Leaf Disease Detection with Explainable AI

2026 · Shifat Islam, Faika Fairuj Preotee, et al. · International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)

Comparative Study of LLMs and Transformers for Bangla Healthcare Paraphrasing

2025 · Shifat Islam, MD. Shorif Uddin, et al. · International Conference on Computer and Information Technology (ICCIT)

Butterfly Optimization and Deep Learning to Classify Heart Sound Signal

2025 · Faika Fairuj Preotee, Md Sabbir Hossain, et al. · International Conference on Emerging Smart Computing and Informatics (ESCI)

Works count: 18

Citation count: 63

H-index: 5

I10-index: 1