Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder

Contribution to Journal

Mredul, Md Bazlur Rahman, Khan, Umama, Rana, Humayan Kabir, Meem, Tahera Mahnaz, Awal, Md Abdul, Rahman, Md Habibur, Khan, Md Salauddin and Awal, M.. 2022. "Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder." Bioinformatics and Biology Insights. 16, p. %J77932222%J45373. https://doi.org/10.1177/11779322221145373
Article Title

Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder

AuthorsMredul, Md Bazlur Rahman, Khan, Umama, Rana, Humayan Kabir, Meem, Tahera Mahnaz, Awal, Md Abdul, Rahman, Md Habibur, Khan, Md Salauddin and Awal, M.
Journal TitleBioinformatics and Biology Insights
Journal Citation16, p. %J77932222%J45373
Number of Pages%J77932222%J45373
Year2022
Digital Object Identifier (DOI)https://doi.org/10.1177/11779322221145373
ANZSRC Field of Research 2020310202. Biological network analysis
Byline AffiliationsSchool of Engineering
Permalink -

https://research.usq.edu.au/item/10093v/bioinformatics-and-system-biology-techniques-to-determine-biomolecular-signatures-and-pathways-of-prion-disorder

Log in to edit
  • 1
    total views
  • 0
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Fully Quanvolutional Networks for Time Series Classification
Orka, Nabil Anan, Haque, Ehtashamul, Awal, Md Abdul and Moni, Mohammad Ali. 2025. "Fully Quanvolutional Networks for Time Series Classification." 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '25). Toronto, Canada 03 - 07 Aug 2025 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3711896.3736972
Quantum deep learning in neuroinformatics: a systematic review
Orka, Nabil Anan, Awal, Md Abdul, Liò, Pietro, Pogrebna, Ganna, Ross, Allen G and Moni, Mohammad Ali. 2025. "Quantum deep learning in neuroinformatics: a systematic review." Artificial Intelligence Review: an international survey and tutorial journal. 58 (5). https://doi.org/10.1007/s10462-025-11136-7
HepNet: Deep neural network for classification of early-stage hepatic steatosis using microwave signals
Hasan, Sazid, Brankovic, Aida, Awal, Md Abdul, Rezaeieh, Sasan Ahdi, Keating, Shelley E, Abbosh, Amin M, Zamani, Ali and Awal, M.. 2024. "HepNet: Deep neural network for classification of early-stage hepatic steatosis using microwave signals." IEEE Journal of Biomedical and Health Informatics.
Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical data
Awal, Md Abdul, Naqvi, Syed Akbar Raza, Foong, Damien, Abbosh, Amin and Awal, M.. 2024. "Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical data." IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology. 8 (2), pp. 170-181.
Prevalence and factors associated with chronic school absenteeism among 207,107 in-school adolescents: Findings from cross-sectional studies in 71 low-middle and high-income countries
Rahman, Md Ashfikur, Renzaho, Andre MN, Kundu, Satyajit, Awal, Md Abdul, Ashikuzzaman, Md, Fan, Lijun, Ahinkorah, Bright Opoku, Okyere, Joshua, Kamara, Joseph Kihika, Mahumud, Rashidul Alam and Awal, M.. 2023. "Prevalence and factors associated with chronic school absenteeism among 207,107 in-school adolescents: Findings from cross-sectional studies in 71 low-middle and high-income countries." PLoS One. 18 (5), p. e0283046. https://doi.org/10.1371/journal.pone.0283046
HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting
Pinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazu, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Rajib, Ksibi, Amel and Samad, Md Abdus. 2023. "HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting." Mathematics. 11 (18). https://doi.org/10.3390/math11183960
Bangla natural language processing: A comprehensive review of classical machine learning and deep learning based methods
Sen, Ovishake, Fuad, Mohtasim, Islam, Md Nazrul, Rabbi, Jakaria, Hasan, Md Kamrul, Fime, Awal Ahmed, Fuad, MT, Sikder, Delowar, Iftee, MA and Awal, M.. 2022. "Bangla natural language processing: A comprehensive review of classical machine learning and deep learning based methods." IEEE Access. 10. https://doi.org/10.1109/ACCESS.2022.3165563
HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis
Islam, Md Saiful, Awal, Md Abdul, Laboni, Jinnaton Nessa, Pinki, Farhana Tazmim, Karmokar, Shatu, Mumenin, Khondoker Mirazul, Al-Ahmadi, Saad, Rahman, Md Ashfikur, Hossain, Md Shahadat, Mirjalili, Seyedali and Awal, M.. 2022. "HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis." Computers in Biology and Medicine. 147, p. 105671. https://doi.org/10.1016/j.compbiomed.2022.105671
Development of a smartphone-based expert system for COVID-19 risk prediction at early stage
Raihan, M, Hassan, Md Mehedi, Hasan, Towhid, Bulbul, Abdullah Al-Mamun, Hasan, Md Kamrul, Hossain, Md Shahadat, Roy, Dipa Shuvo, Awal, Md Abdul and Awal, M.. 2022. "Development of a smartphone-based expert system for COVID-19 risk prediction at early stage." Bioengineering. 9 (7), p. 281. https://doi.org/10.3390/bioengineering9070281
An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP
Debjit, Kumar, Islam, Md Saiful, Rahman, Md. Abadur, Pinki, Farhana Tazmim, Nath, Rajan Dev, Al-Ahmadi, Saad, Hossain, Md. Shahadat, Mumenin, Khondoker Mirazul and Awal, Md. Abdul. 2022. "An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP." Diagnostics. 12 (5). https://doi.org/10.3390/diagnostics12051023
Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images
Mondal, Chayan, Hasan, Md Kamrul, Jawad, Md Tasnim, Dutta, Aishwariya, Islam, Md Rabiul, Awal, Md Abdul, Ahmad, Mohiuddin and Awal, M.. 2021. "Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images." Informatics in Medicine Unlocked. 27. https://doi.org/10.1016/j.imu.2021.100794