Rabea Khatun, Maksuda Akter, Md Manowarul Islam, Md Ashraf Uddin, Md Alamin Talukder, Joarder Kamruzzaman, A. K. M. Azad et al. "Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data." Genes 14, no. 9 (2023): 1802.
Maksuda Akter, Md Manowarul Islam, Alamin Talukder, Md Ashraf Uddin, Rabea Khatun, Selina Sharmin. "A Hybrid Feature Fusion Deep Learning Approach For Skin Cancer Detection". Poster Presented at NCIM conference, 2023
Rabea Khatun, Wahia Tasnim, Maksuda Akter, Md Manowarul Islam, Dr. Md. Ashraf Uddin, Dr. Md. Zulfiker Mahmud, Saurav Chandra Das. "A Bioinformatic Approach Validated Utilizing Machine Learning Algorithms to Identify Relevant Biomarkers and Crucial Pathways in Gallbladder Cancer".
Maksuda Akter, Rabea Khatun, Md. Alamin Talukder, Tamanna Tabassum, Md Manowarul Islam, Dr. Md. Ashraf Uddin, Mohsin Kazi. "An Integrated Deep Learning Model for Skin Cancer Detection Using Hybrid Feature Fusion Technique".
Maksuda Akter, Rabea Khatun, Md Manowarul Islam, Dr. Md. Ashraf Uddin. "A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification".
Fahmida Khanam, Rabea Khatun, Md Manowarul Islam, Dr. Uzzal Kumar Acharjee. "Enhancing Breast Cancer Prediction Accuracy with Machine Learning through Hyperparameter Tuning and Optimized Feature Selection". (Submitted to ICCIT conference, 2024)
Saurav Chandra Das, Wahia Tasnim,Humayan Kabir Rana, Dr. Uzzal Kumar Acharjee, Md Manowarul Islam, Rabea Khatun. "Comprehensive Bioinformatics and Machine Learning Analysis for Breast Cancer Staging Using TCGA Dataset". (Submitted to Briefings in Bioinformatics & It's in under review phase, 2024).
Nabanita Saha Joya, Sadia Jannat Mitu, Rabea Khatun, Md Manowarul Islam. "An Efficient Machine Learning Framework for Panic Disorder Detection: Addressing Data Imbalance with SMOTE to Reduce False Negatives." (Submitted to ICCIT conference, 2024)
Md. Rashiduzzaman, Md. Zubaer Kabir, Md. Alamin Talukder, Rabea Khatun, Md Manowarul Islam, Dr. Md. Ashraf Uddin. "Deep Learning Model for Accurate Face Mask Detection in the Fight Against COVID-19" (Under Journal Submission Process)