Published in Briefings in Bioinformatics, 2021
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Recommended citation: AKM Azad, Salem Alyami, "Discovering novel cancer bio-markers in acquired lapatinib resistance using Bayesian methods." Briefings in Bioinformatics, 2021. https://doi.org/10.1093/bib/bbab137
Published in Journal of Personalized Medicine - Submitted, 2021
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Recommended citation: Md. Islam, Md. Islam, Md Islam, Md. Rahman, Md Mamun, AKM Azad, Mohammad Moni, "Network based systems biology approach to identify diseasome and comorbidity associations of Systemic Sclerosis with Cancers." Journal of Personalized Medicine - Submitted, 2021.
Published in JMIR Medical Informatics, 2021
Recommended citation: Sakifa Aktar, Md Ahamad, Md Rashed-Al-Mahfuz, AKM Azad, Shahadat Uddin, AHM Kamal, Salem Alyami, Ping-l Lin, Sheikh Islam, Julian Quinn, Valsamma Eapen, Mohammad Moni, "Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development." JMIR Medical Informatics, 2021. https://doi.org/10.2196/25884
Published in Brain Sciences, 2021
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Recommended citation: Tania Akter, Md. Khan, Md. Satu, Mohammad Ali, Md. Uddin, AKM Azad, Salem Alyami, Sarwar Ali, Mohammad Moni, "Improved Transfer Learning-based Face Recognition Model to Detect Autistic Children at an Early Stage." Brain Sciences, 2021.
Published in IEEE Access, 2021
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Recommended citation: Md. Islam, Mohammad Moni, Md. Islam, Md. Rashed-Al-Mahfuz, Md. Islam, Md. Hasan, Md. Hossain, Mohiuddin Ahmad, Shahadat Uddin, AKM Azad, Salem Alyami, Md Ahad, Pietro Lio, "Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques." IEEE Access, 2021.
Published in Computers in Biology and Medicine, 2021
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Recommended citation: Utpala Chowdhury, Md. Faruqe, Md Mehedy, Shamim Ahmad, M. Islam, AKM Azad, Mohammad Moni, "Effects of Bacille Calmette Guerin (BCG) Vaccination during COVID-19 Infection." Computers in Biology and Medicine, 2021.
Published in Machine Learning with Applications - Submitted, 2021
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Recommended citation: Md. Satu, Khair Ahammed, Mohammad Abedin, Md. Rahaman, Sheikh Islam, AKM Azad, Mohammad Moni, "Convolutional Neural Network Model to Detect COVID-19 Patients Utilizing Chest X-ray Images." Machine Learning with Applications - Submitted, 2021.
Published in IEEE Journal of Translational Engineering in Health & Medicine, 2021
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Recommended citation: Md Rashed-Al-Mahfuz, Abedul Haque, AKM Azad, Salem Alyami, Julian Quinn, Mohammad Moni, "Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening." IEEE Journal of Translational Engineering in Health & Medicine, 2021.
Published in IEEE Access, 2021
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Recommended citation: Partha Chakraborty, Sabbir Ahmed, Mohammad Yousuf, Akm Azad, Salem Alyami, Mohammad Moni, "A Human-Robot Interaction System Calculating Visual Focus of Human's Attention Level." IEEE Access, 2021.
Published in Briefings in Bioinformatics, 2020
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Recommended citation: A Azad, Mojdeh Dinarvand, Alireza Nematollahi, Joshua Swift, Louise Lutze-Mann, Fatemeh Vafaee, "A comprehensive integrated drug similarity resource for in-silico drug repositioning and beyond." Briefings in Bioinformatics, 2020. https://doi.org/10.1093/bib/bbaa126
Published in Scientific Reports, Nature publishing Group - Revision (Under Revision), 2020
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Recommended citation: Taha Rashidi, Siroos Shahriari, A. Azad, Fatemeh Vafaee, "Real-time time-series modelling for prediction of COVID-19 spread and intervention assessment." Scientific Reports, Nature publishing Group - Revision (Under Revision), 2020.
Published in arXiv, 2019
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Recommended citation: A. Azad, Fatemeh Vafaee, "Single cell data explosion: Deep learning to the rescue." arXiv, 2019.
Published in BioRxiv, 2018
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Recommended citation: A. Azad, "XTalkiiS: a tool for finding data-driven cross-talks between intra-/inter-species pathways." BioRxiv, 2018.
Published in bioRxiv, 2018
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Recommended citation: A. Azad, "KPGminer: A tool for retrieving pathway genes from KEGG pathway database." bioRxiv, 2018.
Published in bioRxiv, 2018
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Recommended citation: A. Azad, Salem Alyami, Jonathan Keith, "BNMCMC: a software for learning and visualizing Bayesian networks using MCMC methods." bioRxiv, 2018.
Published in PloS one, 2017
Recommended citation: A. Azad, Alfons Lawen, Jonathan Keith, "Bayesian model of signal rewiring reveals mechanisms of gene dysregulation in acquired drug resistance in breast cancer." PloS one, 2017. https://doi.org/10.1371/journal.pone.0173331
Published in Electronic Notes in Discrete Mathematics, 2016
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Recommended citation: Salem Alyami, A. Azad, Jonathan Keith, "Uniform Sampling of Directed and Undirected Graphs Conditional on Vertex Connectivity." Electronic Notes in Discrete Mathematics, 2016.
Published in BMC Systems Biology, 2015
Recommended citation: A. Azad, Alfons Lawen, Jonathan Keith, "Prediction of signaling cross-talks contributing to acquired drug resistance in breast cancer cells by Bayesian statistical modeling." BMC Systems Biology, 2015. https://doi.org/10.1186/s12918-014-0135-x
Published in PloS one, 2013
Recommended citation: A. Azad, Hyunju Lee, "Voting-based cancer module identification by combining topological and data-driven properties." PloS one, 2013. https://doi.org/10.1371/journal.pone.0070498
Published in Algorithms for Molecular Biology, 2011
Recommended citation: A. Azad, Saima Shahid, Nasimul Noman, Hyunju Lee, "Prediction of plant promoters based on hexamers and random triplet pair analysis." Algorithms for Molecular Biology, 2011. https://doi.org/10.1186/1748-7188-6-19