|Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development|
S Aktar, MM Ahamad, M Rashed-Al-Mahfuz, A Azad, S Uddin, ...
JMIR Medical Informatics, 2021
|Prediction of plant promoters based on hexamers and random triplet pair analysis|
AKM Azad, S Shahid, N Noman, H Lee
Algorithms for Molecular Biology 6 (1), 1-10, 2011
|Prediction of signaling cross-talks contributing to acquired drug resistance in breast cancer cells by Bayesian statistical modeling|
AKM Azad, A Lawen, JM Keith
BMC systems biology 9 (1), 1-17, 2015
|Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques|
MR Islam, MA Moni, MM Islam, M Rashed-Al-Mahfuz, MS Islam, ...
IEEE Access 9, 94601-94624, 2021
|Bayesian model of signal rewiring reveals mechanisms of gene dysregulation in acquired drug resistance in breast cancer|
AKM Azad, A Lawen, JM Keith
PLoS One 12 (3), e0173331, 2017
|BARD: A structured technique for group elicitation of bayesian networks to support analytic reasoning|
EP Nyberg, AE Nicholson, KB Korb, M Wybrow, I Zukerman, S Mascaro, ...
Risk Analysis, 2021
|Adverse effects of COVID-19 vaccination: machine learning and statistical approach to identify and classify incidences of morbidity and post-vaccination reactogenicity|
MAM Md. Martuza Ahamad, Sakifa Aktar, Md. Jamal Uddin, Md. Rashed-Al-Mahfuz ...
medRxiv, https://doi.org/10.1101/2021.04.16.21255, 2021
|Voting-based cancer module identification by combining topological and data-driven properties|
AKM Azad, H Lee
PLoS One 8 (8), e70498, 2013
|Improved Transfer-Learning-Based Facial Recognition Framework to Detect Autistic Children at an Early Stage|
T Akter, MH Ali, MI Khan, MS Satu, MJ Uddin, SA Alyami, S Ali, AKM Azad, ...
Brain Sciences 11, 6, 2021
|A Human-Robot Interaction System Calculating Visual Focus of Human’s Attention Level|
MA Chakraborty, Partha and Ahmed, Sabbir and Yousuf, Mohammad Abu and Azad ...
IEEE Access, https://doi.org/10.1109/ACCESS.2021.3091, 2021
|A comprehensive integrated drug similarity resource for in-silico drug repositioning and beyond|
AKM Azad, M Dinarvand, A Nematollahi, J Swift, L Lutze-Mann, F Vafaee
Briefings in Bioinformatics, 2020
|COVIDSpread: real-time prediction of COVID-19 spread based on time-series modelling|
S Shahriari, TH Rashidi, AKM Azad, F Vafaee
F1000Research 10 (1110), 1110, 2021
|Machine Learning Approaches to Identify Patient Comorbidities and Symptoms That Increased Risk of Mortality in COVID-19|
MA Aktar, Sakifa and Talukder, Ashis and Ahamad, Md. Martuza and Kamal, A. H ...
Diagnostics 11 (8), 2021
|Bioinformatics and system biology approaches to identify the diseasome and comorbidities complexities of SARS-CoV-2 infection with the digestive tract disorders|
MA Nashiry, SS Sumi, MUS Shohan, SA Alyami, AKM Azad, MA Moni
Briefings in Bioinformatics, 2021
|Clinically applicable machine learning approaches to identify attributes of Chronic Kidney Disease (CKD) for use in low-cost diagnostic screening|
M Rashed-Al-Mahfuz, A Haque, AKM Azad, SA Alyami, JMW Quinn, ...
IEEE Journal of Translational Engineering in Health and Medicine, 1 -1, 2021
|LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data|
N Faruqui, MA Yousuf, M Whaiduzzaman, AKM Azad, A Barros, MA Moni
Computers in Biology and Medicine 139, 104961, 2021
|An Integrative Resource for Network-Based Investigation of COVID-19 Combinatorial Drug Repositioning and Mechanism of Action|
AKM AZAD, S Fatima, F Vafaee
Patterns, Cell Press, 2021
|The neighborhood MCMC sampler for learning bayesian networks|
SA Alyami, AKM Azad, JM Keith
First International Workshop on Pattern Recognition 10011, 100111K, 2016
|Network based systems biology approach to identify diseasome and comorbidity associations of Systemic Sclerosis with cancers|
MK Islam, MH Rahman, MR Islam, MZ Islam, MMI Mamun, AKM Azad, ...
Heliyon 8 (2), e08892, 2022
|Discovering novel cancer bio-markers in acquired lapatinib resistance using Bayesian methods|
AKM Azad, SA Alyami
Briefings in Bioinformatics, https://doi.org/10.1093/bib/bbab137, 2021