Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
Portfolio item number 2
Short description of portfolio item number 2
Portfolio item number 2
Short description of portfolio item number 2
publications
Prediction of plant promoters based on hexamers and random triplet pair analysis
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
Voting-based cancer module identification by combining topological and data-driven properties
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
Prediction of signaling cross-talks contributing to acquired drug resistance in breast cancer cells by Bayesian statistical modeling
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
Uniform Sampling of Directed and Undirected Graphs Conditional on Vertex Connectivity
Published in Electronic Notes in Discrete Mathematics, 2016
Use Google Scholar for full citation
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.
Bayesian model of signal rewiring reveals mechanisms of gene dysregulation in acquired drug resistance in breast cancer
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
BNMCMC: a software for learning and visualizing Bayesian networks using MCMC methods
Published in bioRxiv, 2018
Use Google Scholar for full citation
Recommended citation: A. Azad, Salem Alyami, Jonathan Keith, "BNMCMC: a software for learning and visualizing Bayesian networks using MCMC methods." bioRxiv, 2018.
KPGminer: A tool for retrieving pathway genes from KEGG pathway database
Published in bioRxiv, 2018
Use Google Scholar for full citation
Recommended citation: A. Azad, "KPGminer: A tool for retrieving pathway genes from KEGG pathway database." bioRxiv, 2018.
XTalkiiS: a tool for finding data-driven cross-talks between intra-/inter-species pathways
Published in BioRxiv, 2018
Use Google Scholar for full citation
Recommended citation: A. Azad, "XTalkiiS: a tool for finding data-driven cross-talks between intra-/inter-species pathways." BioRxiv, 2018.
Single cell data explosion: Deep learning to the rescue
Published in arXiv, 2019
Use Google Scholar for full citation
Recommended citation: A. Azad, Fatemeh Vafaee, "Single cell data explosion: Deep learning to the rescue." arXiv, 2019.
Real-time time-series modelling for prediction of COVID-19 spread and intervention assessment
Published in Scientific Reports, Nature publishing Group - Revision (Under Revision), 2020
Use Google Scholar for full citation
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.
A comprehensive integrated drug similarity resource for in-silico drug repositioning and beyond
Published in Briefings in Bioinformatics, 2020
bbaa126
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
A Human-Robot Interaction System Calculating Visual Focus of Human's Attention Level
Published in IEEE Access, 2021
Use Google Scholar for full citation
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.
Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening
Published in IEEE Journal of Translational Engineering in Health & Medicine, 2021
Use Google Scholar for full citation
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.
Convolutional Neural Network Model to Detect COVID-19 Patients Utilizing Chest X-ray Images
Published in Machine Learning with Applications - Submitted, 2021
Use Google Scholar for full citation
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.
Effects of Bacille Calmette Guerin (BCG) Vaccination during COVID-19 Infection
Published in Computers in Biology and Medicine, 2021
Use Google Scholar for full citation
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.
Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques
Published in IEEE Access, 2021
Use Google Scholar for full citation
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.
Improved Transfer Learning-based Face Recognition Model to Detect Autistic Children at an Early Stage
Published in Brain Sciences, 2021
Use Google Scholar for full citation
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.
Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development
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
Network based systems biology approach to identify diseasome and comorbidity associations of Systemic Sclerosis with Cancers
Published in Journal of Personalized Medicine - Submitted, 2021
Use Google Scholar for full citation
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.
Discovering novel cancer bio-markers in acquired lapatinib resistance using Bayesian methods
Published in Briefings in Bioinformatics, 2021
bbab137
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
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Introduction to Probability and Statistics
Undergraduate course, Imam University, 2022
This is a description of a teaching experience. You can use markdown like any other post.
Probability and Statistics for Engineers
Undergraduate course, Imam University, 2023
This is a description of a teaching experience. You can use markdown like any other post.
Probability and Statistics for Engineers
Undergraduate course, Imam University, 2023
This is a description of a teaching experience. You can use markdown like any other post.
Probability and Statistics for Engineers
Undergraduate course, Imam University, 2023
This is a description of a teaching experience. You can use markdown like any other post.