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Dr A. K. M. Azad
Dr A. K. M. Azad
Lecturer, Swinburne University of Technology Sydney, Australia
Verified email at swin.edu.au
Title
Cited by
Cited by
Year
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
24*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
212011
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
202015
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
152021
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
142017
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
122021
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
92021
Voting-based cancer module identification by combining topological and data-driven properties
AKM Azad, H Lee
PLoS One 8 (8), e70498, 2013
92013
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
82021
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
7*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
62020
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
5*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
52021
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
52021
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
42021
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
22021
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
22021
The neighborhood MCMC sampler for learning bayesian networks
SA Alyami, AKM Azad, JM Keith
First International Workshop on Pattern Recognition 10011, 100111K, 2016
22016
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
12022
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
12021
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Articles 1–20