🌞 Published Articles:  (According to  Year)

Year: 2024

1. Md Manjurul Ahsan, Tasfiq E. Alam, Mohd Ariful Haque, Md Shahin Ali, Rakib Hossain Rifat, Abdullah Al Nomaan Nafi, Md Maruf Hossain, Md Khairul Islam; "Enhancing Monkeypox diagnosis and explanation through modified transfer learning, vision transformers, and federated learning." Informatics in Medicine Unlocked, 2024, 101449. DOI: 10.1016/j.imu.2024.101449.

2.  S M Mahim, Md Shahin Ali, Md Olid Hasan, Abdullah Al Nomaan Nafi, Arefin Sadat, Shakib Al Hasan, Bryar Shareef, Md Manjurul Ahsan, Md Khairul Islam, Md Sipon Miah, and Ming-Bo Niu; "Unlocking the Potential of XAI for Improved Alzheimer’s Disease Detection and Classification Using a ViT-GRU Model." IEEE Access, Vol. 12. DOI: 10.1109/ACCESS.2024.3351809.

3.  Md Khairul Islam, Md Mahbubur Rahman, Md Shahin Ali, S M Mahim, Md Sipon Miah; "Enhancing Lung Abnormalities Diagnosis Using Hybrid DCNN-ViT-GRU Model with Explainable AI: A Deep Learning Approach." Image and Vision Computing, 2024, 104918 DOI: 10.1016/j.imavis.2024.104918.

4.  Md Manjurul Ahsan, Md Shahin Ali, and Zahed Siddique; "Enhancing and Improving the Performance of Imbalanced Class Data Using Novel GBO and SSG: A Comparative Analysis." Neural Networks, 2024, 106157. DOI: 10.1016/j.neunet.2024.106157.

5.  Md Shahin Ali, Md Maruf Hossain, Moutushi Akter Kona, Kazi Rubaya Nowrin, Md Khairul Islam; "An ensemble classification approach for cervical cancer prediction using behavioral risk factors." Healthcare Analytics, 2024, 100324 DOI: 10.1016/j.health.2024.100324.

6.  Md Rakibul Islam, Md Mahbubur Rahman, Md Shahin Ali, Abdullah Al Nomaan Nafi, Md Shahariar Alam, Tapan Kumar Godder, Md Sipon Miah, Md Khairul Islam Moutushi Akter Kona, Kazi Rubaya Nowrin, Md Khairul Islam; "Enhancing breast cancer segmentation and classification: An Ensemble Deep Convolutional Neural Network and U-net approach on ultrasound images." Machine Learning with Application, 2024, 100555 DOI: 10.1016/j.mlwa.2024.100555.

7.  Md Mahfuz Ahmed, Md Maruf Hossain, Md Rakibul Islam, Md Shahin Ali, Abdullah Al Noman Nafi, Md Faisal Ahmed, Kazi Mowdud Ahmed, Md Sipon Miah, Md Mahbubur Rahman, Mingbo Niu, Md Khairul Islam; "Brain tumor detection and classification in MRI using hybrid ViT and GRU model with explainable AI in Southern Bangladesh." Scientific Reports, 2024, 22797 DOI: 10.1038/s41598-024-71893-3.

Year: 2023

1.  Md. Maruf Hossain, Md Shahin Ali, Md. Mahfuz Ahmed, Md. Rakibul Hasan Rakib, Moutushi Akter Kona, Sadia Afrin Md Khairul Islam, Md Manjurul Ahsan, Sheikh Md. Razibul Hasan Raj, Md Habibur Rahman; "Cardiovascular Disease Identification using a Hybrid CNN-LSTM Model with Explainable AI." Informatics in Medicine Unlocked 42, 101370. DOI: 10.1016/j.imu.2023.101370.

2.  Md Khairul Islam, Md Mahbubur Rahman, Md Shahin Ali, Md Sipon Miah, Md Habibur Rahman; "An Enhanced Technique of COVID-19 Detection and Classification using Deep Convolutional Neural Network from Chest X-ray and CT Images." BioMed Research International, DOI: 10.1155/2023/6341259.

3.  Md Manjurul Ahsan, Muhammad Ramiz Uddin, Md Shahin Ali, Md Khairul Islam, Mithila Farjana, Ahmed Nazmus Sakib, Khondhaker Al Momin, Shahana Akter Luna (2022). "Deep Transfer Learning approaches for Monkeypox disease diagnosis." Expert Systems With Applications, 216, 119483. DOI: 10.1016/j.eswa.2022.119483.

4.  Md Shahin Ali, Md Khairul Islam, A Arjan Das, D S Duranta, Mst Farija Haque and Md Habibur Rahman; "A Novel Approach for Best Parameters Selection and Feature Engineering to Analyze and Detect Diabetes: Machine Learning insights." BioMed Research International, 2023, 8583210. DOI: 10.1155/2023/8583210.

5.  D U S Duranta, Md Shahin Ali, Abhilash Arjan Das, Md Mahbubur Rahman, Md Manjurul Ahsan, Md Sipon Miah, Md Khairul Islam; "Enhancing Atrial Fibrillation Detection Accuracy: A Wavelet Transform Filtered Single Lead ECG Signal Analysis with Artificial Neural Networks and Novel Feature Extraction." Machine Learning with Application, 12, 100472, DOI: 10.1016/j.mlwa.2023.100472.

6.  Md Manjurul Ahsan, Md Shahin Ali, Md. Mehedi Hassan, Tareque Abu Abdullah, Kishor Datta Gupta, Ulas Bagci, Chetna Kaushal, Naglaa F. Soliman; "Monkeypox Diagnosis with Interpretable Deep Learning." IEEE Access, Vol. 11. DOI: 10.1109/ACCESS.2023.3300793.

7.  Md Shafiul Alam, M.M. Rashid, Ahmed Rimaz Faizabadi, Hasan Firdaus Mohd Zaki, Md Shahin Ali, Kishor Datta Gupta, Md Manjurul Ahsan; "Efficient Deep Learning-Based Data-Centric Approach for Autism Spectrum Disorder Diagnosis from Facial Images Using Explainable AI" Technologies, 2023, 11(5), 115; DOI: 10.3390/technologies11050115.

8.  Jannatul Nayem, Sayed Sahriar Hasan, Noshin Amina, Bristy Das, Md Shahin Ali, Md Manjurul Ahsan, Shivakumar Raman; "Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework." Springer, pp 69–90, 2023; DOI: 10.1007/978-3-031-47772-0_4.

9.  Angona Biswas, Nasim Md Abdullah Al, Md Shahin Ali, Ismail Hossain, Md Azim Ullah, Sajedul Talukder; "Active Learning on Medical Image." Springer, pp 51–67, 2023; DOI: 10.1007/978-3-031-47772-0_3.

10.  Shuvra Sarker, Angona Biswas, Nasim Md Abdullah Al, Md Shahin Ali, Sai Puppala, Sajedul Talukder; "Case Studies on X-ray Imaging, MRI and Nuclear Imaging."  Springer, pp 207–225, 2023; DOI: 10.1007/978-3-031-47772-0_10.

11.  Md Khairul Islam, Md Mahbubur Rahman, Md Shahin Ali, S M Mahim, Md Sipon Miah; "Enhancing Lung Abnormalities Detection and Classification using a Deep Convolutional Neural Network and GRU with Explainable AI: A Promising Approach for Accurate Diagnosis." Machine Learning with Applications, 13, 100492. DOI: 10.1016/j.mlwa.2023.100492.

Year: 2022

1. Md Imran Hasan; Md Shahin Ali; Md Habibur Rahman; Md Khairul Islam (2022). "Automated Detection and Characterization of Colon Cancer with Deep Convolutional Neural Networks." Journal of Healthcare Engineering, 2020, 5269913. DOI: 10.1155/2022/5269913.

Year: 2021

1. Md. Khairul Islam; Md Shahin Ali; Md Mosahak Ali; Mst. Farija Haque; Abhilash Arjan Das; Md. Maruf Hossain; D S Duranta; Md Afifur Rahman (2021, April). "Melanoma Skin Lesions Classification using Deep Convolutional Neural Network with Transfer Learning." In 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) (pp. 48-53). IEEE. DOI: 10.1109/CAIDA51941.2021.9425117.

2. Md Shahin Ali; Md. Khairul Islam; Jahurul Haque; A Arjan Das; D S Duranta; Md Ariful Islam (2021, April). "Alzheimer’s Disease Detection Using m-Random Forest Algorithm with Optimum Features Extraction." In 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) (pp. 1-6). IEEE. DOI: 10.1109/CAIDA51941.2021.9425212.

3. Md Khairul Islam; Md Shahin Ali; Md Sipon Miah; Md Mahbubur Rahman; Md Shahariar Alam; Mohammad Amzad Hossain (2021). "Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm." Machine Learning with Applications, 100044. DOI: 10.1016/j.mlwa.2021.100044.

4. Md Shahin Ali; Md Sipon Miah; Jahurul Haque; Md Mahbubur Rahman; Md Khairul Islam (2021). "An enhanced technique of skin cancer classification using deep convolutional neural network with transfer learning models." Machine Learning with Applications, 5, 100036. DOI: 10.1016/j.mlwa.2021.100036.

Year: 2020

1. Md. Khairul Islam; Md Shahin Ali; A Arjan Das; D U S Duranta; M S Alam (2020). "Human brain tumor detection using k-means segmentation and improved support vector machine." International Journal of Scientific Engineering Research, vol. 11, no. 6, pp. 583-588. ISSN 2229-5518.