Author

S M Masfequier Rahman Swapno

Observed names: S M Masfequier.Rahman Swapno, S Swapno, S. M. Masfequier Rahman Swapno, S.M. Masfequier Rahman Swapno, SM Masfequier Rahman Swapno, SM. Masfequier Rahman Swapno, Swapno, S M Masfequier Rahman

Institution: Bangladesh University of Business and Technology

Observed institution: Bangladesh University of Business and Technology

ORCID: 0009-0009-9195-5112

Observed ORCID: 0009-0009-9195-5112

OpenAlex ID: A5093685928

Explainable deep stacking ensemble model for accurate and transparent brain tumor diagnosis

2025 · Rezaul Haque, Mahbub Alam Khan, et al. · Computers in Biology and Medicine · 89

Accelerated and precise skin cancer detection through an enhanced machine learning pipeline for improved diagnostic accuracy

2025 · SM Masfequier Rahman Swapno, S.M. Nuruzzaman Nobel, et al. · Results in Engineering · 77

A reinforcement learning approach for reducing traffic congestion using deep Q learning

2024 · S M Masfequier Rahman Swapno, SM Nuruzzaman Nobel, et al. · Scientific Reports · 77

PDF

LMVT: A hybrid vision transformer with attention mechanisms for efficient and explainable lung cancer diagnosis

2025 · Jesika Debnath, Al Shahriar Uddin Khondakar Pranta, et al. · Informatics in Medicine Unlocked · 75

Hierarchical Swin Transformer Ensemble with Explainable AI for Robust and Decentralized Breast Cancer Diagnosis

2025 · Md. Redwan Ahmed, Hamdadur Rahman, et al. · Bioengineering · 73

A machine learning approach for vocal fold segmentation and disorder classification based on ensemble method

2024 · S. M. Nuruzzaman Nobel, S. M. Masfequier Rahman Swapno, et al. · Scientific Reports · 73

Accelerated and accurate cervical cancer diagnosis using a novel stacking ensemble method with explainable AI

2025 · Md Ismail Hossain Siddiqui, Shakil Khan, et al. · Informatics in Medicine Unlocked · 60

ViT-SENet-Tom: machine learning-based novel hybrid squeeze–excitation network and vision transformer framework for tomato fruits classification

2025 · S M Masfequier Rahman Swapno, S. M. Nuruzzaman Nobel, et al. · Neural Computing and Applications · 49

PDF

A Novel Mixed Convolution Transformer Model for the Fast and Accurate Diagnosis of Glioma Subtypes

2024 · S. M. Nuruzzaman Nobel, S. M. Masfequier Rahman Swapno, et al. · Advanced Intelligent Systems · 45

PDF

TransUNetB: An advanced Transformer–UNet framework for efficient and explainable brain tumor segmentation

2025 · Katura Gania Khushubu, Abdullah Al Masum, et al. · Informatics in Medicine Unlocked · 37

Ensemble transformer with post-hoc explanations for depression emotion and severity detection

2026 · Sazzadul Islam, Rezaul Haque, et al. · iScience · 32

CRT: A Convolutional Recurrent Transformer for Automatic Sleep State Detection

2025 · SM Nuruzzaman Nobel, S M Masfequier Rahman Swapno, et al. · IEEE Journal of Biomedical and Health Informatics · 31

PDF

An Adaptive Traffic Signal Management System Incorporating Reinforcement Learning

2023 · S M Masfequier Rahman Swapno, Gunjan Chhabra, et al. · Annual International Conference on Emerging Research Areas and International Conference on Microelectronics, Communications and Renewable Energy · 31

A Novel Machine Learning Approach for Fast and Efficient Detection of Mango Leaf Diseases

2024 · S M Masfequier Rahman Swapno, Sm Nuruzzaman Nobel, et al. · IEEE International Conference on Computing and Machine Intelligence (ICMI) · 30

Deep Learning Based Tuberculosis and Pneumonia Disease Detection Using CNN

2023 · Basitur Rahman Bappi, S M Masfequier Rahman Swapno, et al. · International Conference on Image Information Processing (ICIIP) · 25

Explainable transformer framework for fast cotton leaf diagnostics and fabric defect detection

2025 · S M Masfequier Rahman Swapno, Anamul Sakib, et al. · iScience · 24

IoT-Enabled Smart Manhole Management System for Real-time Status, Water Level, and Gas Detection

2024 · Md Asif Imran, S M Masfequier Rahman Swapno, et al. · International Conference on Intelligent Systems for Cybersecurity (ISCS) · 24

Implementation of PjBL-STEM Learning to Improve Students' Higher Order Thinking Skills in Direct Current Electricity

2025 · Ummi Salmah, Purbo Suwasono*, et al. · Jurnal Pendidikan Sains Indonesia · 21

PDF

Deep Learning-Based Left Ventricular Ejection Fraction Estimation from Echocardiographic Videos

2023 · Shafiur Rahman, Parameshachari B. D, et al. · International Conference on Evolutionary Algorithms and Soft Computing Techniques (EASCT) · 21

Performance Improvements of Machine Learning-Based Crime Prediction, A Case Study in Bangladesh

2024 · SM Nuruzzaman Nobel, S M Masfequier Rahman Swapno, et al. · IEEE International Conference on Computing and Machine Intelligence (ICMI) · 19

Hybrid CNN LSTM Approach for Sentiment Analysis of Bengali Language Comment on Facebook

2024 · SM Nuruzzaman Nobel, S M Masfequier Rahman Swapno, et al. · International Conference on Integrated Circuits and Communication Systems (ICICACS) · 19

Deploying Hybrid VGG19-BiGRU Model for Kidney Disease Segmentation

2024 · Md Basitur Rahman Bappi, S. M. Masfequier Rahman Swapno, et al. · Lecture notes in networks and systems · 19

Skin Cancer Disease Detection Using MCD-GRU: A Deep Learning Approach

2024 · Md Basitur Rahman Bappi, S M Masfequier Rahman Swapno, et al. · International Conference on Electrical Engineering and Information Communication Technology · 18

Traffic Light Control Using Reinforcement Learning

2024 · S M Masfequier Rahman Swapno, SM Nuruzzaman Nobel, et al. · International Conference on Integrated Circuits and Communication Systems (ICICACS) · 17

Explainable AI-driven hybrid deep learning framework for accurate skin cancer diagnosis

2026 · Abdullah Al Sakib, SM. Masfequier Rahman Swapno, et al. · Digital Health · 14

Works count: 37

Citation count: 1,049

H-index: 19

I10-index: 28