Author

Fariya Bintay Shafi

Observed name: Bintay Shafi, Fariya

Institutions: Rajshahi University of Engineering and Technology, Qatar University

Observed institutions: Rajshahi University of Engineering and Technology, Qatar University

ORCID: 0009-0007-3557-5364

Observed ORCID: 0009-0007-3557-5364

OpenAlex ID: A5115045702

Interpretable deep learning architecture for gastrointestinal disease detection: A Tri-stage approach with PCA and XAI

2024 · Md. Faysal Ahamed, Fariya Bintay Shafi, et al. · Computers in Biology and Medicine · 55

Improving Malaria diagnosis through interpretable customized CNNs architectures

2025 · Md. Faysal Ahamed, Md Nahiduzzaman, et al. · Scientific Reports · 52

A comprehensive review of convolutional neural networks: foundations, enhancements and applications

2026 · Md. Himel Reza, Md. Noman Biswas Sibly, et al. · Neural Computing and Applications · 37

Comprehensive Fault Diagnosis of Three-Phase Induction Motors Using Synchronized Multi-Sensor Data Collection

2025 · Kevin Thomas, Ahasanur Rahman, et al. · Scientific Data · 23

A comprehensive review of U-Net architectures for medical image segmentation: emerging trends and federated learning perspectives

2026 · Md. Fahim Hossen, Anirban Sarkar, et al. · Neural Computing and Applications · 8

Hybrid CNN-decision tree framework for efficient transmission line fault detection and classification: an XAI-based approach

2026 · Anish Kumar Biswas, Md. Faysal Ahamed, et al. · Scientific Reports · 4

Rethinking U-Net architecture in medical imaging: Advancing the efficient and interpretable UKAN-CBAM framework for colorectal polyp segmentation

2026 · Md. Faysal Ahamed, Fariya Bintay Shafi, et al. · Artificial Intelligence in Medicine · 4

Resource-constrained hybrid attention-driven approach for enhanced interpretability and scalability in multi-event livestock condition classification and monitoring

2025 · Fariya Bintay Shafi, Md. Faysal Ahamed, et al. · Results in Engineering · 3

An Explainable Attention-Augmented LSTM Model for Robust Real-Time Detection of Driving Behavior Patterns and Road Anomalies in Smart Transportation Networks

2025 · Amith Khandakar, David G. Michelson, et al. · IEEE Transactions on Instrumentation and Measurement · 2

RoadSens-4M: A Multimodal Smartphone & Camera Dataset for Holistic Road-way Analysis

2026 · Amith Khandakar, David G. Michelson, et al. · Scientific Data · 1

A Multitasking EEG Dataset for Cognitive Workload Assessment with Controlled Task Difficulty

2026 · Fariya Bintay Shafi, Md. Faysal Ahamed, et al. · Scientific Data

2026 · Bintay Shafi, Fariya, Ahamed, Md. Faysal · Figshare

Works count: 16

Citation count: 210

H-index: 6

I10-index: 5