CardioXNet: A Novel Lightweight CRNN Framework for Classifying Cardiovascular Diseases from Phonocardiogram Recordings. - Samiul Based Shuvo; Shams Nafisa Ali; Soham Irtiza Swapnil (CoRR, 2020)

CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings. - Samiul Based Shuvo; Shams Nafisa Ali; Soham Irtiza Swapnil; Mabrook S. Al-Rakhami; Abdu Gumaei (IEEE Access, 2021)

A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram. - Samiul Based Shuvo; Shams Nafisa Ali; Soham Irtiza Swapnil; Taufiq Hasan; Mohammed Imamul Hassan Bhuiyan (IEEE J. Biomed. Health Informatics, 2021)

An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise. - Shams Nafisa Ali; Samiul Based Shuvo; Muhammad Ishtiaque Sayeed Al-Manzo; Anwarul Hasan; Taufiq Hasan (IEEE Access, 2023)

An automated end-to-end deep learning-based framework for lung cancer diagnosis by detecting and classifying the lung nodules. - Samiul Based Shuvo (CoRR, 2023)

NRC-Net: Automated noise robust cardio net for detecting valvular cardiac diseases using optimum transformation method with heart sound signals. - Samiul Based Shuvo; Syed Samiul Alam; Syeda Umme Ayman; Arbil Chakma; Prabal Datta Barua; U. Rajendra Acharya (Biomed. Signal Process. Control., 2023)

Benchmarking Deep Learning Frameworks for Automated Diagnosis of Ocular Toxoplasmosis: A Comprehensive Approach to Classification and Segmentation. - Syed Samiul Alam; Samiul Based Shuvo; Shams Nafisa Ali; Fardeen Ahmed; Arbil Chakma; Yeong Min Jang (IEEE Access, 2024)

BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems. - Shams Nafisa Ali; Afia Zahin; Samiul Based Shuvo; Nusrat Binta Nizam; Shoyad Ibn Sabur Khan Nuhash; Sayeed Sajjad Razin; S. M. Sakeef Sani; Farihin Rahman; Nawshad Binta Nizam; Farhat Binte Azam; Rakib Hossen; Sumaiya Ohab; et al. (CoRR, 2024)

Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review. - Samiul Based Shuvo; Syed Samiul Alam; Syeda Umme Ayman; Arbil Chakma; Massimo Salvi; Silvia Seoni; Prabal Datta Barua; Filippo Molinari; U. Rajendra Acharya (WIREs Data. Mining. Knowl. Discov., 2025)

A Multi-Stage Hybrid CNN-Transformer Network for Automated Pediatric Lung Sound Classification. - Samiul Based Shuvo; Taufiq Hasan (CoRR, 2025)

ResCap-DBP: A Lightweight Residual-Capsule Network for Accurate DNA-Binding Protein Prediction Using Global ProteinBERT Embeddings. - Samiul Based Shuvo; Tasnia Binte Mamun; U. Rajendra Acharya (CoRR, 2025)