Publications
Journal Publications
1. Samiul Based Shuvo*, Shams Nafisa Ali*, Soham Irtiza Swapnil*, Taufiq Hasan and Mohammed Imamul Hassan Bhuiyan. (2021).A Lightweight CNN Model for Detecting Respiratory Diseases from Lung Auscultation Sounds Using EMD-CWT-based Hybrid Scalogram.IEEE Journal of Biomedical and Health Informatics,25(7), 2595-2603.
2. Samiul Based Shuvo*, Shams Nafisa Ali*, Soham Irtiza Swapnil, Mabrook S. Al-Rakhami and Abdu Gumaei. (2021). CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings. IEEE Access, 9, 36955-36967.
3. Shams Nafisa Ali*, Samiul Based Shuvo*, Md Ishtiaque Sayeed Al-Manzo, Anwarul Hasan, and Taufiq Hasan (2023).An end-to-end deep learning framework for real-time denoising of heart sounds for cardiac disease detection in unseen noise. IEEE Access
4. Samiul Based Shuvo*, Syed Samiul Alam*, Syeda Umme Ayman, Arbil Chakma, Prabal Datta Barua, U Rajendra Acharya. (2023). NRC-Net: Automated noise robust cardio net for detecting valvular cardiac diseases using optimum transformation method with heart sound signals. Biomedical Signal Processing and Control, Volume 86, Part C.
5. Syed Samiul Alam, Samiul Based Shuvo*, Shams Nafisa Ali, Fardeen Ahmed, Arbil Chakma, and Yeong Min Jang (2023). Benchmarking Deep Learning Frameworks for Automated Diagnosis of Ocular Toxoplasmosis: A Comprehensive Approach to Classification and Segmentation. ,IEEE Access.
6. Samiul Based Shuvo*, Syed Samiul Alam*, Syeda Umme Ayman*, Arbil Chakma, Massimo Salvi, Silvia Seoni, Prabal Barua, Filippo Molinari, and U. Rajendra Acharya. Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 15, no. 2 (2025): e70007.
7. Samiul Based Shuvo*, Syed Samiul Alam, Taufiq Hasan. A Self-Attention-Driven Deep Denoiser Model for Real Time Lung Sound Denoising in Noisy Environments. Manuscript submitted for peer review.
8. Samiul Based Shuvo*, Taufiq Hasan. A Multi-Stage Hybrid CNN-Transformer Network for Automated Pediatric Lung Sound Classification. Manuscript submitted for peer review.
9. Shams Nafisa Ali, Afia Zahin, Samiul Based Shuvo, Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash, Sayeed Sajjad Razin, SM Sani, Farihin Rahman, Nawshad Binta Nizam, Farhat Binte Azam, Rakib Hossen, Sumaiya Ohab, Nawsabah Noor, Taufiq Hasan. BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems. Manuscript submitted for peer review.
10. Samiul Based Shuvo*, and Tasnia Binte Mamun. "AutoLungDx: A Hybrid Deep Learning Approach for Early Lung Cancer Diagnosis Using 3D Res-U-Net, YOLOv5, and Vision Transformers." Manuscript submitted for peer review.
11. Samiul Based Shuvo*, Taufiq Hasan. “A Multi-Stage Hybrid CNN-Transformer Network for Automated Pediatric Lung Sound Classification” Manuscript submitted for peer review.
12. Samiul Based Shuvo*, and Tasnia Binte Mamun. “ResCap-DBP: A Lightweight Residual-Capsule Network for Accurate DNA-Binding Protein Prediction Using Global ProteinBERT Embeddings” Manuscript submitted for peer review.
*This author contributed equally and shared the first authorship.
Conference
1. Nurul Huda, Sadia Khan, Ragib Abid, Samiul Based Shuvo, Mir Maheen Labib, Taufiq Hasan. (2020). A low-cost, low-energy wearable ECG system with cloud-based arrhythmia detection. 2020 IEEE Region 10 Symposium (TENSYMP), 1840-1843
2. Noshin, Fabliha, Anisha Fairooz Borsha, Srija Sarker Anannya, and Samiul Based Shuvo. "DengueGuard: An Innovative Non-invasive Dengue Vital Monitoring Device with Integrated Decision Support System." In 2024 13th International Conference on Electrical and Computer Engineering (ICECE), pp. 327-332. IEEE, 2024.
Thesis
Undergraduate Thesis: A Robust Deep Learning Framework for Real-Time Denoising of Heart Sound, Supervisor: Dr. Taufiq Hasan, Associate Professor, Department of Biomedical Engineering, Bangladesh University of Engineering and Technology.
Postgraduate Thesis: Automated Denoising and Classification of Lung Sounds Using End-to-End Deep Learning Models, Lab: mHealth Research Group, Supervisor: Dr. Taufiq Hasan, Associate Professor, Department of BME, BUET.
Projects
Low-cost ECG acquisition device development for real-time arrhythmia detection
Supervisor: Dr. Taufiq Hasan, Associate Professor, Department of BME, BUET
Development of AI-based software for denoising Heart sound signal
Supervisor: Dr. Taufiq Hasan, Associate Professor, Department of BME, BUET
Development of a Generative model-based framework for denoising EEG signal
Supervisor: Dr. Muhammad Abdullah Arafat, Assistant Professor, Department of EEE, BUET
Simulation of Anatomical Position Bias on the Transdermal Insulin Delivery Model using a Microneedle Patch
Supervisor: Dr. Jahid Ferdous, Associate Professor, Department of BME, BUET
Development of an automated end-to-end deep learning-based framework for lung cancer diagnosis by detecting and classifying the lung nodules
Supervisor: Dr. Mohammad Ariful Haque, Professor, Department of EEE, BUET
Development of a novel deep learning-based DNA-binding protein(DBP) prediction method using optimal feature extension techniques
Supervisor: Dr. Mohammad Saifur Rahman, Professor, Department of CSE, BUET
Development of Low-Cost Mechanical Ventilator
Supervisor: Dr. Taufiq Hasan, Associate Professor, Department of BME, BUET