On Leave
Assistant Professor
Deep Learning, Machine Learning, Federated Learning, Biomedical Imaging, , Biomedical Signal Processing
Computer Science & Engineering
Rajshahi University of Engineering & Technology
Shahid Lt. Salim Hall
Rajshahi University of Engineering & Technology
Computer Science & Engineering
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Cantonment Public School & College, Rangpur
Dimla Rani Brinda Rani Govt. High School, Dimla, Nilphamari
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | Most Thasin Sabira, Md Farukuzzaman Faruk, Md Nasif Osman Khansur, Azmain Yakin Srizon, SM Mahedy Hasan | Weighted Densenet Ensemble with Transformer Encoder and External Attention for Gastrointestinal Disease Classification | IEEE- 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) | 2025 | Conference |
| 2 | Navia Novely, Shakil Mahmud Shuvo, Md Farukuzzaman Faruk | Improving Pre-Trained CNNs with CBAM and Skip Connections for Multi-Class Retinal Diseases Classification using OCT Images | ACM Digital Library (ICCA-2024) | 2024 | Conference |
| 3 | Sirajam Samira, Md Farukuzzaman Faruk, Md Nazmul Islam, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Md Rakib Hossain | Enhancing Gastrointestinal Diagnosis: CBAM-Integrated CNN for High-Precision Multi-Class Anatomical Landmark Identification | IEEE(2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE)) | 2024 | Conference |
| 4 | Rafi Ahammed Songram, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain, Md Al Mamun | RAS-bengaliNet: An Explainable Lightweight Convolutional Neural Network for Handwritten Bangla Compound Characters Recognition | ACM Digital Library (ICCA-2024) | 2024 | Conference |
| 5 | Md Ahsanul Karim Abir, Anwar Hossain Efat, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain, Md Al Mamun | Attention Enhanced Inception-V3: A Multi-Scale Feature Fusion Network for Skin Lesion Detection with Explainable Artificial Intelligence | IEEE ( ICISET) | 2024 | Conference |
| 6 | Abu Sayeed, Nasif Osman Khansur, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad, Mohammad Ali Moni | An effective screening of COVID-19 pneumonia by employingchest X-ray segmentation and attention-based ensembled classification | IET Image Processing: Wiley (Q2) | 2024 | Journal |
| 7 | Md Masum Mia, Anwar Hossain Efat, SM Mahedy Hasan, Md Rakib Hossain, Md Farukuzzaman Faruk, Md Azmain Yakin Srizon, Md Al Mamun | Exploring Augmentation Strategies for Balanced Skin Lesion Classification: An Explainable Lightly Tuned DenseNet 169 Architecture | IEEE ( ICISET) | 2024 | Conference |
| 8 | Shuvam Agarwala, Afifa Tasneem Quanita, Onik Jahan Sagor, ASM Shahiduzzaman Sajid, Azmain Yakin Srizon, Md Farukuzzaman Faruk, SM Mahedy Hasan | Leveraging Deep Learning and Feature Extraction for Robust Anomaly Detection in Network Traffic | IEEE ( 27th ICCIT) | 2024 | Conference |
| 9 | Md Ariful Islam, Md Farukuzzaman Faruk, Mohammod Abdul Motin, SM Mahedy Hasan, Azmain Yakin Srizon, Md Nazmul Islam | Multichannel EEG-Based Motor Movement Classification Using Fusion of 1D-CNN and Attention Mechanism | IEEE ( 27th ICCIT) | 2024 | Conference |
| 10 | SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Ali Hossain, Md Al Mamun | Cost-Sensitive Lightweight Waste Classification Using Modified EfficientNetB0 and Parallel CNNs for Resource-Constrained Environments | IEEE | 2024 | Conference |
| 11 | Md Minhazul Islam, Md Tanbeer Jubaer, Azmain Yakin Srizon, Md Ali Hossain, Md Farukuzzaman Faruk, SM Mahedy Hasan, AFM Minhazur Rahman, Nishat Tasnim Esha | Explainable AI-Driven Improved Disease Prediction through Symptom Analysis with Custom BERT | IEEE | 2024 | Conference |
| 12 | Md Minhazul Islam, Md Rakib Hossain, Md Musab Us Saber Shakin, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Faruk Hossain | Enhanced Knee Osteoarthritis Classification using a Modified EfficientNetB5 Architecture with Self-Attention Mechanism | IEEE | 2024 | Conference |
| 13 | Md Nazmul Islam, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Ali Hossain, Md Ariful Islam | HSV-Driven Light-Weight CNN Architecture: Balancing Computational Complexity and Diagnostic Precision in Cervical Cancer Detection | IEEE | 2024 | Conference |
| 14 | Ashraf UI Alam, Sudipta Progga Islam, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Al Mamun, Md Rakib Hossain | Optic Disc and Cup Segmentation via Enhanced U-Net with Residual and Attention Mechanisms | IEEE | 2024 | Conference |
| 15 | Barsha Roy, Md Farukuzzaman Faruk, Md Nazmul Islam, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Rakib Hossain, Md Faruk Hossain | A Cutting-Edge Ensemble of Vision Transformer and ResNet101v2 Based Transfer Learning for the Precise Classification of Leukemia Sub-types from Peripheral Blood Smear Images | IEEE | 2024 | Conference |
| 16 | Ishmam Khan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Al Mamun, SM Mahedy Hasan, Md Nazmul Islam, Md Rakib Hossain, Md Faruk Hossain | Leveraging the Robust Capability of Modified Multi-Layer Gated Recurrent Units for Fake News Detection | IEEE | 2024 | Conference |
| 17 | Tushar Das, SM Mahedy Hasan, Anwar Hossain Efat, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Al Mamun, Md Rakib Hossain | Towards Superior EEG-Based Emotion Recognition: Integrating CNN Outputs with Machine Learning Classifiers for Enhanced Performance | IEEE | 2024 | Conference |
| 18 | Soumit Das, Md Farukuzzaman Faruk, Shakil Mahmud Shuvo, Azmain Yakin Srizon, SM Mahedy Hasan, Prof Dr Md Al Mamun | Advancing Glioma Segmentation: A Robust 3D Residual Attention U-Net Framework for Multimodal MRI Images | ACM Digital Library (ICCA-2024) | 2024 | Conference |
| 19 | Shakil Mahmud Shuvo, Navia Novely, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan | Early Detection of Suicidal Ideation Using Bidirectional GRU and Language Models | ACM Digital Library (ICCA-2024) | 2024 | Conference |
| 20 | Most Thasin Sabira, Md Farukuzzaman Faruk, SM Mahedy Hasan, Azmain Yakin Srizon, Md Nasif Khansur, Prof Dr Md Al Mamun, Md Rakib Hossain | Bengali Handwritten Character Recognition Enhanced with Morphological Preprocessing and Attention Mechanism-based Convolutional Neural Network | ACM Digital Library (ICCA-2024) | 2024 | Conference |
| 21 | Shuvam Agarwala, Sonia Agarwala, Azmain Yakin Srizon, SM Mahedy Hasan, Nishat Tasnim Esha, Farukuzzaman Faruk | Uncovering Patterns of Depression in Engineering and Medical Students Using Machine Learning | IEEE | 2024 | Conference |
| 22 | Tomal Tahsin Ahmmed, Md Farukuzzarnan Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Nasif Khansur, Anwar Hossain Efat, Md Rakib Hossain, Md Al Mamun | Shallow Tuned DenseNet: A Lightweight Convolutional Neural Network Approach for Enhanced Skin Lesion Recognition | IEEE | 2024 | Conference |
| 23 | Tirthankar Halder, Azmain Yakin Srizon, Nishat Tasnim Esha, SM Mahedy Hasan, Md Farukuzzaman Faruk, Md Rakib Hossain | Enhancing Email Safety: Harnessing ML, DL, and LLM Models for Spam Detection | IEEE | 2024 | Conference |
| 24 | Md Sakhawat Hossain, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain | Optimizing Depth and Ego-Motion Estimation with Swin Transformer: A Comprehensive Study | IEEE | 2024 | Conference |
| 25 | MD Mesbahuddin Hasib, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Anwar Hossain Efat, Md Rakib Hossain, Md Nasif Khansur | Improved Skin Lesion Detection with Double Layer Concatenated DenseNet Using Transfer Learning and Attention Modules | IEEE | 2024 | Conference |
| 26 | Mostafizur Rahman, Shuvam Agarwala, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md N asif Khansur | A Cost-Effective Approach to Bengali Handwritten Character Recognition with Custom Convolutional Neural Network | IEEE | 2024 | Conference |
| 27 | Shuvam Agarwala, Md Sumon Ali, Afifa Tasneem Quanita, ASM Shahiduzzaman Sajid, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan | Precision Death Forecasting of Dengue Outbreaks in Bangladesh by Blending Statistical and Machine Learning Models | IEEE | 2024 | Conference |
| 28 | Taifur Rahman, Md Farukuzzaman Faruk, Md Nasif Khansur, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Faruk Hossain | 3D CNN with Attention Modules for Enhanced COVID-19 and Pneumonia Screening from CT Scans | IEEE | 2024 | Conference |
| 29 | Pranab Roy, Anwar Hossain Efat, SM Mahedy Hasan, Azmain Yakin Srizon, Md Rakib Hossain, Md Farukuzzaman Faruk, Md Al Mamun | Multi-Scale Feature Fusion Framework Based on Attention Integrated Customized DenseNet201 Architecture for Multi-Class Skin Lesion Detection | IEEE | 2024 | Conference |
| 30 | Jannatul Ferdaues, Md Muhaiminul Islam, Md Rakib Hossain, Farzana Akter, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Faruk Hossain | The Design and Analysis of 5G mmWave Backhaul Communication Channels with Human Obstruction and Blockage Considerations | IEEE | 2024 | Conference |
| 31 | SM Ruhan Kabir, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md Nasif Khansur, Md Mazharul Islam | Student Distraction Detection and Concentration Analysis via Transfer Learned Convolutional Neural Networks | IEEE | 2024 | Conference |
| 32 | Israt Jahan, Anwar Hossain Efat, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Rakib Hossain, Md Al Mamun | An Explainable Deep Learning Framework for Multi-Class Skin Lesion Classification While Resolving Class Imbalance | IEEE | 2024 | Conference |
| 33 | Md Minhazul Islam, Tanbeer Jubaer, Azmain Yakin Srizon, Md Rakib Hossain, SM Mahedy Hasan, Md Farukuzzaman Faruk, AFM Minhazur Rahman | Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences | IEEE | 2023 | Conference |
| 34 | Sheikh Shraboni Akter, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Minhazul Islam | Decoding Smart Grid Equilibrium: Insights from Machine Learning Models | IEEE | 2023 | Conference |
| 35 | Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Abu Sayeed, A. F. M. Minhazur Rahman | Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach | IEEE(ECCE 2023) | 2023 | Conference |
| 36 | Nahrin Jannat, S. M. Mahedy Hasan, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md. Al Mamun, Md. Farukuzzaman Faruk | Stacking Ensemble Technique for Multiple Medical Datasets Classification: A Generalized Prediction Model | IEEE(ECCE 2023) | 2023 | Conference |
| 37 | Anirban Barai , Md. Farukuzzaman Faruk , Shakil Mahmud Shuvo , Azmain Yakin Srizon, SM Mahedy Hasan, Abu Sayeed | A Late Fusion Deep CNN Model for the Classification of Brain Tumors from Multi-Parametric MRI Images | IEEE(NCIM-2023) | 2023 | Conference |
| 38 | Tahsen Islam Sajon, Barsha Roy, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Shakil Mahmud Shuvo, Md. Al Mamun, Abu Sayeed, S. M. Mahedy Hasan | Attention Mechanism-enhanced Deep CNN Architecture for Precise Multi-Class Leukemia Classification | Springer | 2023 | Book Chapter |
| 39 | Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman, Md. Al Mamun | Multi-Class Brain Tumor Classification with DenseNet Based Deep Learning Features and Ensemble of Machine Learning Approaches | Springer | 2023 | Book Chapter |
| 40 | Sheikh Fazle Rabbi, Md Al Mamun, Md Farukuzzaman Faruk, SM Mahedy Hasan, Azmain Yakin Srizon | A Multi-branch and Attention Based CNN Architecture for the Classification of Retinal Diseases from OCT Images | IEEE | 2023 | Conference |
| 41 | Md Nazmul Islam, Md Al Mamun, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Barsha Roy | Spatial Attention-guided Deep Learning for Accurate Kidney Disease Classification in CT Scans | IEEE | 2023 | Conference |
| 42 | Farjana Islam, Md Farukuzzaman Faruk, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Rakib Hossain, Md Al Mamun, Md Nazmul Islam, Md Faruk Hossain | An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models | IEEE | 2023 | Conference |
| 43 | Md Sabbir Hossain, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Shariful Chowdhury, Md Rakib Hossain, Md Nazmul Islam, Md Faruk Hossain | A Customized 3D CNN Integrated with Convolutional Block Attention Module for Precise Diagnosis of COVID-19 and Pneumonia from CT Scan Images | IEEE | 2023 | Conference |
| 44 | Azmain Yakin Srizon, Ananya Sarker, Md Al Mamun, Md Farukuzzaman Faruk, SM Mahedy Hasan | Enhancing Waste Categorization Using Ensemble of Transfer Learning and Light-Weight Convolutional Neural Network | IEEE | 2023 | Conference |
| 45 | Soumik Datta, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Rakib Hossain, Anwar Hossain Efat, Mostarina Mitu | Improved Diabetes Prediction with Reduced Feature Sets: Evaluating Feature Selection Techniques in Machine Learning | IEEE | 2023 | Conference |
| 46 | Anindya Basak, Farzana Akter, Md Rakib Hossain, Azmain Yakin Srizon, SM Mahedy Hasan, Md Farukuzzaman Faruk, Shadman Sakib | A Novel CNN-BiLSTM Fusion Model for Robust Age Estimation from Facial Images | IEEE | 2023 | Conference |
| 47 | Shadman Sakib, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Anindya Basak | Predictive Analytics in Agriculture: Unraveling the Determinants of Crop Yield with Machine Learning | IEEE | 2023 | Conference |
| 48 | Md Shakib Hossain, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Hedayatul Islam | Leveraging AI-Driven Strategies to Mitigate Employee Turnover in Commercial Industries | IEEE | 2023 | Conference |
| 49 | Shahriar Emon, Md Rakib Hossain, SM Mahedy Hasan, Azmain Yakin Srizon, Farzana Akter, Md Farukuzzaman Faruk, Md Shakib Hossain | Prediction of Medical Insurance Costs: A SHAP-Enhanced Predictive Analysis for Transparency and Interpretability | IEEE | 2023 | Conference |
| 50 | Md Minhazul Islam, SM Mahedy Hasan, Md Rakib Hossain, Azmain Yakin Srizon, Farzana Akter, Md Farukuzzaman Faruk, Sheikh Shraboni Akter | Channel Attention-Guided Lightweight CNN Meets Extreme Learning Machine: Multi-Class Crop Leaf Disease Classification with Explainable AI | IEEE | 2023 | Conference |
| 51 | Md Hedayatul Islam, Md Rakib Hossain, Farzana Akter, Azmain Yakin Srizon, SM Mahedy Hasan, Md Farukuzzaman Faruk, Md Minhazul Islam | Enhanced Brain Tumor Segmentation: A Study on the Efficacy of Multi-Model Ensembling Utilizing Diverse Backbones | IEEE | 2023 | Conference |
| 52 | Rezwanul Haque, SM Mahedy Hasan, Azmain Yakin Srizon, Anwar Hossain Efat, Md Farukuzzaman Faruk, Mahjabin Oishe, Nahrin Jannat, Mostarina Mitu | Evaluating the Efficacy of Feature Selection Methods in Cardiovascular Disease Prediction with Machine Learning | IEEE | 2023 | Conference |
| 53 | SM Mahedy Hasan, Md Al Mamun, Md Farukuzzaman Faruk, Azmain Yakin Srizon | Ensemble of Deep Convolutional Neural Networks for Multi-Class Skin Lesion Recognition Using Soft Attention | IEEE | 2023 | Conference |
| 54 | Nahrin Jannat, SM Mahedy Hasan, Azmain Yakin Srizon, Mahjabin Oishe, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md Farukuzzaman Faruk | Efficient Detection of Crop Leaf Diseases: A Lightweight Convolutional Neural Network Approach for Enhanced Agricultural Productivity | IEEE | 2023 | Conference |
| 55 | M. S. I. Shopnil, S. M. M. Hasan, A. Y. Srizon and M. F. Faruk | Post-Pandemic Sentiment Analysis Based on Twitter Data Using Deep Learning | IEEE | 2022 | Conference |
| 56 | A. Y. Srizon, S. M. M. Hasan, M. F. Faruk, A. Sayeed and M. A. Hossain | Human Activity Recognition Utilizing Ensemble of Transfer-Learned Attention Networks and a Low-Cost Convolutional Neural Architecture | IEEE | 2022 | Conference |
| 57 | Protiva Ahammed, Md. Farukuzzaman Faruk, Nasif Raihan and Mrinmoy Mondal | Inception V3 Based Transfer Learning Model for the Prognosis of Acute Lymphoblastic Leukemia from Microscopic Images | IEEE | 2022 | Conference |
| 58 | Md. Farukuzzaman Faruk, Md. Rabiul Islam and Emrana Kabir Hashi | Screening Pathological Abnormalities in Gastrointestinal Images Using Deep Ensemble Transfer Learning | IEEE | 2022 | Conference |
| 59 | Mrinmoy Mondal; Md. Farukuzzaman Faruk; Nasif Raihan; Protiva Ahammed | Deep Transfer Learning Based Multi-Class Brain Tumors Classification Using MRI Images | IEEE | 2021 | Conference |
| 60 | Md. Farukuzzaman Faruk | ResidualCovid-Net: An Interpretable Deep Network to Screen COVID-19 Utilizing Chest CT Images | IEEE | 2021 | Conference |
| 61 | Farukuzzaman Faruk | RGU-Net: Residual Guided U-Net Architecture for Automated Segmentation of COVID-19 Anomalies Using CT Images | IEEE | 2021 | Conference |
| 62 | Farukuzzaman Faruk | VGGCovidNet: A Deep Convolutional Neural Network to Predict COVID-19 Cases from X-Ray Images | IEEE | 2021 | Conference |
| 63 | Md. Ahsan Habib Raj , Md. Al Mamun & Md. Farukuzzaman Faruk | CNN Based Diabetic Retinopathy Status Prediction Using Fundus Images | IEEE | 2020 | Conference |
| 64 | Abu Sayeed, Abdul Alim, Ali Hossain & Md. Farukuzzaman Faruk | Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy | IEEE | 2020 | Conference |
| 65 | Md. Farukuzzaman Faruk and Abu Sayeed | K-mer Based DNA Methylation Status Prediction Using Support Vector Machine | IEEE | 2019 | Conference |
| Phd Students | |||
| Id | Name | Thesis work | Current Position |
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| Undergraduate Students | |||
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| Activity | Description |
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| https://namedrop.io/mdfarukuzzamanfaruk | NAME PROUNCE |