Francis M. Bui

35 papers B 3Journal 18Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep3BPP: Identification of Blood-Brain Barrier Penetrating Peptides Using Word Embedding Feature Extraction Method and CNN-LSTM. IEEE Trans. Artif. Intell. Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Mohammad Ali Moni
2026	J	`jnl`	Deep_TPPred: Improved Prediction of Protein Toxicity Using Feature Fusion and Hybrid Neural Network Approach. IEEE Trans. Comput. Biol. Bioinform. Md. Mustahid Hasan, Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim, Imran Mahmud, Mohammad Ali Moni
2025	J	`jnl`	BitterEN: A novel ensemble model for the identification of bitter peptide. Comput. Biol. Medicine Md. Fahim Sultan, Tasmin Karim, Md. Shazzad Hossain Shaon, Md Mamun Ali, Sobhy M. Ibrahim, Mst. Shapna Akter, Kawsar Ahmed, Francis M. Bui, Mohammad Ali Moni
2025	J	`jnl`	StackTHP: A stacking ensemble model for accurate prediction of tumor-homing peptides in cancer therapy. Comput. Biol. Medicine Fazla Rabby Raihan, Lway Faisal Abdulrazak, Md. Ashikur Rahman, Md Mamun Ali, Sobhy M. Ibrahim, Kawsar Ahmed, Francis M. Bui, Imran Mahmud
2024	J	`jnl`	An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes. IEEE Trans. Artif. Intell. Ananda Sutradhar, Mustahsin Al Rafi, Pronab Ghosh, F. M. Javed Mehedi Shamrat, Md. Moniruzzaman, Kawsar Ahmed, A. K. M. Azad, Francis M. Bui, Li Chen, Mohammad Ali Moni
2024	—	`conf`	DrugEL: Ensemble Learning Model for Identification of Druggable Proteins. BIBM Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Fang-Xiang Wu
2024	J	`jnl`	StackAMP: Stacking-Based Ensemble Classifier for Antimicrobial Peptide Identification. IEEE Trans. Artif. Intell. Tasmin Karim, Md. Shazzad Hossain Shaon, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Li Chen
2023	J	`jnl`	AIoT-Based Smart Stick for Visually Impaired Person. IEEE Trans. Instrum. Meas. Krupal Jivrajani, Shobhit K. Patel, Chandrasinh Parmar, Jaymit Surve, Kawsar Ahmed, Francis M. Bui, Fahad Ahmed Al-Zahrani
2023	J	`jnl`	Drug Repurposing and Systems Biology approaches of Enzastaurin can target potential biomarkers and critical pathways in Colorectal Cancer. Comput. Biol. Medicine Pratul Dipta Somadder, Md. Arju Hossain, Asif Ahsan, Tayeba Sultana, Sadat Hossain Soikot, Md Masuder Rahman, Sobhy M. Ibrahim, Kawsar Ahmed, Francis M. Bui
2023	—	`conf`	FedRSMax: An Effective Aggregation Technique for Federated Learning with Medical Images. CCECE Md. Nazmul Hossen, Kawsar Ahmed, Francis M. Bui, Li Chen
2023	J	`jnl`	Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security. IEEE J. Biomed. Health Informatics Md. Nazmul Hossen, Vijayakumari Panneerselvam, Deepika Koundal, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim
2023	J	`jnl`	High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images. Comput. Biol. Medicine F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed, Francis M. Bui, Friso De Boer
2023	J	`jnl`	Machine Learning-Based Approach for Predicting Diabetes Employing Socio-Demographic Characteristics. Algorithms Md. Ashikur Rahman, Lway Faisal Abdulrazak, Md Mamun Ali, Imran Mahmud, Kawsar Ahmed, Francis M. Bui
2023	—	`conf`	STACKION: Ion Channel-Modulating Peptides Identification Using Stacking-Based Ensemble Machine Learning. CCECE Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Li Chen
2023	J	`jnl`	StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images. J. King Saud Univ. Comput. Inf. Sci. Anjir Ahmed Chowdhury, S. M. Hasan Mahmud, Khadija Kubra Shahjalal Hoque, Kawsar Ahmed, Francis M. Bui, Pietro Lio, Mohammad Ali Moni, Fahad Ahmed Al-Zahrani
2022	J	`jnl`	Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models. Algorithms Chaity Mondol, F. M. Javed Mehedi Shamrat, Md. Robiul Hasan, Saidul Alam, Pronab Ghosh, Zarrin Tasnim, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim
2022	—	`conf`	Performance Analysis between YOLOv5s and YOLOv5m Model to Detect and Count Blood Cells: Deep Learning Approach. ICCA Md Abdur Rahaman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, S. M. Hasan Mahmud
2022	—	`conf`	PreCKD_ML: Machine Learning Based Development of Prediction Model for Chronic Kidney Disease and Identify Significant Risk Factors. MIET (1) Md. Rajib Mia, Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, S. M. Hasan Mahmud
2021	—	`conf`	DCBC_DeepL: Detection and Counting of Blood Cells Employing Deep Learning and YOLOv5 Model. ICAIDS Md Abdur Rahaman, Md Mamun Ali, Md. Nazmul Hossen, Md. Nayer, Kawsar Ahmed, Francis M. Bui
2021	J	`jnl`	Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison. Comput. Biol. Medicine Md Mamun Ali, Bikash Kumar Paul, Kawsar Ahmed, Francis M. Bui, Julian M. W. Quinn, Mohammad Ali Moni
2021	—	`conf`	ML_SPS: Stroke Prediction System Employing Machine Learning Approach. ICAIDS Md. Sazzad Hossain, Mehedi Hassan Shovo, Md Mamun Ali, Md. Nayer, Kawsar Ahmed, Francis M. Bui
2021	J	`jnl`	Machine learning-based statistical analysis for early stage detection of cervical cancer. Comput. Biol. Medicine Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Bikash Kumar Paul, Sobhy M. Ibrahim, Julian M. W. Quinn, Mohammad Ali Moni
2020	—	`conf`	A Deep Learning Approach to Predict Weather Data Using Cascaded LSTM Network. CCECE Zarif Al Sadeque, Francis M. Bui
2020	J	`jnl`	Computer-aided polyp detection based on image enhancement and saliency-based selection. Biomed. Signal Process. Control. Farah Deeba, Francis M. Bui, Khan A. Wahid
2019	—	`conf`	Learning from an Imbalanced and Limited Dataset and an Application to Medical Imaging. PACRIM Xiaoli Qin, Francis M. Bui, Ha H. Nguyen
2018	J	`jnl`	Performance assessment of a bleeding detection algorithm for endoscopic video based on classifier fusion method and exhaustive feature selection. Biomed. Signal Process. Control. Farah Deeba, Monzurul Islam, Francis M. Bui, Khan A. Wahid
2016	—	`conf`	An empirical study on the effect of imbalanced data on bleeding detection in endoscopic video. EMBC Farah Deeba, Shahed K. Mohammed, Francis M. Bui, Khan A. Wahid
2016	B	`conf`	Application of modified ant colony optimization for computer aided bleeding detection system. IJCNN Shahed K. Mohammed, Farah Deeba, Francis M. Bui, Khan A. Wahid
2016	B	`conf`	Automated Growcut for segmentation of endoscopic images. IJCNN Farah Deeba, Francis M. Bui, Khan A. Wahid
2016	—	`conf`	Feature selection using modified ant colony optimization for wireless capsule endoscopy. UEMCON Shahed K. Mohammed, Farah Deeba, Francis M. Bui, Khan A. Wahid
2016	—	`conf`	Unsupervised abnormality detection using saliency and Retinex based color enhancement. EMBC Farah Deeba, Shahed K. Mohammed, Francis M. Bui, Khan A. Wahid
2014	J	`jnl`	Automated Bleeding Detection in Capsule Endoscopy Videos Using Statistical Features and Region Growing. J. Medical Syst. Sonu Sainju, Francis M. Bui, Khan A. Wahid
2013	—	`conf`	Bleeding detection in wireless capsule endoscopy based on color features from histogram probability. CCECE Sonu Sainju, Francis M. Bui, Khan A. Wahid
2009	—	`conf`	On supporting anonymity in a BAN biometric framework. DPS Foteini Agrafioti, Francis M. Bui, Dimitrios Hatzinakos
2001	B	`conf`	Nonlinear compensation of distortions introduced by the presence of metal objects in magnetic resonance imaging. Image Processing Francis M. Bui, Ken Bott, Martin P. Mintchev