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2023 Journal Article Monitoring water quality metrics of ponds with IoT sensors and machine learning to predict fish species survivalIslam, Md. Monirul, Kashem, Mohammod Abul, Alyami, Salem A. and Moni, Mohammad Ali (2023). Monitoring water quality metrics of ponds with IoT sensors and machine learning to predict fish species survival. Microprocessors and Microsystems, 102 104930, 1-12. doi: 10.1016/j.micpro.2023.104930 |
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2023 Journal Article Global burden of peripheral artery disease and its risk factors, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019Kim, Min Seo, Hwang, Jimin, Yon, Dong Keon, Lee, Seung Won, Jung, Se Yong, Park, Seoyeon, Johnson, Catherine Owens, Stark, Benjamin A., Razo, Christian, Abbasian, Mohammadreza, Abbastabar, Hedayat, Abhari, Amir Parsa, Aboyans, Victor, Adane, Denberu Eshetie Adane, Adebayo, Oladimeji M., Alahdab, Fares, Almustanyir, Sami, Aly, Hany, Ameyaw, Edward Kwabena, Anderson, Jason A., Andrei, Catalina Liliana, Aryan, Zahra, Aujayeb, Avinash, Bagherieh, Sara, Baltatu, Ovidiu Constantin, Banach, Maciej, Bayileyegn, Nebiyou Simegnew, Bearne, Lindsay M., Behnoush, Amir Hossein ... Roth, Gregory A. (2023). Global burden of peripheral artery disease and its risk factors, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Global Health, 11 (10), E1553-E1565. doi: 10.1016/S2214-109X(23)00355-8 |
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2023 Journal Article Cancer classification utilizing voting classifier with ensemble feature selection method and transcriptomic dataKhatun, Rabea, Akter, Maksuda, Islam, Md. Manowarul, Uddin, Md. Ashraf, Talukder, Md. Alamin, Kamruzzaman, Joarder, Azad, AKM, Paul, Bikash Kumar, Almoyad, Muhammad Ali Abdulllah, Aryal, Sunil and Moni, Mohammad Ali (2023). Cancer classification utilizing voting classifier with ensemble feature selection method and transcriptomic data. Genes, 14 (9) 1802, 1-24. doi: 10.3390/genes14091802 |
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2023 Journal Article The global, regional, and national burden of adult lip, oral, and pharyngeal cancer in 204 countries and territories: A systematic analysis for the Global Burden of Disease Study 2019Cunha, Amanda Ramos Da, Compton, Kelly, Xu, Rixing, Mishra, Rashmi, Drangsholt, Mark Thomas, Antunes, Jose Leopoldo Ferreira, Kerr, Alexander R., Acheson, Alistair R., Lu, Dan, Wallace, Lindsey E., Kocarnik, Jonathan M., Fu, Weijia, Dean, Frances E., Pennini, Alyssa, Henrikson, Hannah Jacqueline, Alam, Tahiya, Ababneh, Emad, Abd-Elsalam, Sherief, Abdoun, Meriem, Abidi, Hassan, Abubaker Ali, Hiwa, Abu-Gharbieh, Eman, Adane, Tigist Demssew, Addo, Isaac Yeboah, Ahmad, Aqeel, Ahmad, Sajjad, Ahmed Rashid, Tarik, Akonde, Maxwell, Al Hamad, Hanadi ... GBD 2019 Lip, Oral, and Pharyngeal Cancer Collaborators (2023). The global, regional, and national burden of adult lip, oral, and pharyngeal cancer in 204 countries and territories: A systematic analysis for the Global Burden of Disease Study 2019. JAMA Oncology, 9 (10), 1401-1416. doi: 10.1001/jamaoncol.2023.2960 |
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2023 Journal Article A robust and clinically applicable deep learning model for early detection of Alzheimer'sRana, Md Masud, Islam, Md Manowarul, Talukder, Md. Alamin, Uddin, Md Ashraf, Aryal, Sunil, Alotaibi, Naif, Alyami, Salem A., Hasan, Khondokar Fida and Moni, Mohammad Ali (2023). A robust and clinically applicable deep learning model for early detection of Alzheimer's. IET Image Processing, 17 (14), 3959-3975. doi: 10.1049/ipr2.12910 |
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2023 Journal Article StackFBAs: detection of fetal brain abnormalities using CNN with stacking strategy from MRI imagesChowdhury, Anjir Ahmed, Hasan Mahmud, S.M., Shahjalal Hoque, Khadija Kubra, Ahmed, Kawsar, Bui, Francis M., Lio, Pietro, Moni, Mohammad Ali and Al-Zahrani, Fahad Ahmed (2023). StackFBAs: detection of fetal brain abnormalities using CNN with stacking strategy from MRI images. Journal of King Saud University - Computer and Information Sciences, 35 (8) 101647, 101647. doi: 10.1016/j.jksuci.2023.101647 |
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2023 Journal Article SafetyMed: A novel IoMT intrusion detection system using CNN-LSTM hybridizationFaruqui, Nuruzzaman, Yousuf, Mohammad Abu, Whaiduzzaman, Md, Azad, AKM, Alyami, Salem A., Liò, Pietro, Kabir, Muhammad Ashad and Moni, Mohammad Ali (2023). SafetyMed: A novel IoMT intrusion detection system using CNN-LSTM hybridization. Electronics, 12 (17) 3541, 3541. doi: 10.3390/electronics12173541 |
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2023 Journal Article Systems biology approach discovers comorbidity interaction of Parkinson's disease with psychiatric disorders utilizing brain transcriptomeNashiry, Md Asif, Sumi, Shauli Sarmin, Alyami, Salem A. and Moni, Mohammad Ali (2023). Systems biology approach discovers comorbidity interaction of Parkinson's disease with psychiatric disorders utilizing brain transcriptome. Frontiers in Molecular Neuroscience, 16 1232805, 1232805. doi: 10.3389/fnmol.2023.1232805 |
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2023 Journal Article Global, regional, and national burden of meningitis and its aetiologies, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019Wunrow, Han Yong, Bender, Rose G., Vongpradith, Avina, Sirota, Sarah Brooke, Swetschinski, Lucien R., Novotney, Amanda, Gray, Authia P., Ikuta, Kevin S., Sharara, Fablina, Wool, Eve E., Aali, Amirali, Abd-Elsalam, Sherief, Abdollahi, Ashkan, Aziz, Jeza Muhamad Abdul, Abidi, Hassan, Aboagye, Richard Gyan, Abolhassani, Hassan, Abu-Gharbieh, Eman, Adamu, Lawan Hassan, Adane, Tigist Demssew, Addo, Isaac Yeboah, Adegboye, Oyelola A., Adekiya, Tayo Alex, Adnan, Mohammad, Adnani, Qorinah Estiningtyas Sakilah, Afzal, Saira, Aghamiri, Shahin, Aghdam, Zahra Babaei, Agodi, Antonella ... Kyu, Hmwe Hmwe (2023). Global, regional, and national burden of meningitis and its aetiologies, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Neurology, 22 (8), 685-711. |
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2023 Journal Article Global, regional, and national burden of meningitis and its aetiologies, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019Wunrow, Han Yong, Bender, Rose G, Vongpradith, Avina, Sirota, Sarah Brooke, Swetschinski, Lucien R, Novotney, Amanda, Gray, Authia P, Ikuta, Kevin S, Sharara, Fablina, Wool, Eve E, Aali, Amirali, Abd-Elsalam, Sherief, Abdollahi, Ashkan, Abdul Aziz, Jeza Muhamad, Abidi, Hassan, Aboagye, Richard Gyan, Abolhassani, Hassan, Abu-Gharbieh, Eman, Adamu, Lawan Hassan, Adane, Tigist Demssew, Addo, Isaac Yeboah, Adegboye, Oyelola A, Adekiya, Tayo Alex, Adnan, Mohammad, Adnani, Qorinah Estiningtyas Sakilah, Afzal, Saira, Aghamiri, Shahin, Aghdam, Zahra Babaei, Agodi, Antonella ... Kyu, Hmwe Hmwe (2023). Global, regional, and national burden of meningitis and its aetiologies, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. The Lancet Neurology, 22 (8), 685-711. doi: 10.1016/S1474-4422(23)00195-3 |
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2023 Journal Article Integrated bioinformatics and statistical approach to identify the cmmon mlecular mchanisms of oesity that are linked to the development of two psychiatric disorders: Schizophrenia and major depressive disorderIslam, Md Khairul, Islam, Md Rakibul, Rahman, Md Habibur, Islam, Md Zahidul, Hasan, Md Mehedi, Mamun, Md Mainul Islam and Moni, Mohammad Ali (2023). Integrated bioinformatics and statistical approach to identify the cmmon mlecular mchanisms of oesity that are linked to the development of two psychiatric disorders: Schizophrenia and major depressive disorder. PLOS ONE, 18 (7) e0276820, e0276820. doi: 10.1371/journal.pone.0276820 |
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2023 Journal Article A comparison of machine learning techniques for the detection of type-2 diabetes mellitus: experiences from BangladeshUddin, Md. Jamal, Ahamad, Md. Martuza, Hoque, Md. Nesarul, Walid, Md. Abul Ala, Aktar, Sakifa, Alotaibi, Naif, Alyami, Salem A., Kabir, Muhammad Ashad and Moni, Mohammad Ali (2023). A comparison of machine learning techniques for the detection of type-2 diabetes mellitus: experiences from Bangladesh. Information, 14 (7) 376, 376. doi: 10.3390/info14070376 |
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2023 Journal Article An integrated complete-genome sequencing and systems biology approach to predict antimicrobial resistance genes in the virulent bacterial strains of Moraxella catarrhalisBristy, Sadia Afrin, Hossain, Md Arju, Hasan, Md Imran, Mahmud, S M Hasan, Moni, Mohammad Ali and Rahman, Md Habibur (2023). An integrated complete-genome sequencing and systems biology approach to predict antimicrobial resistance genes in the virulent bacterial strains of Moraxella catarrhalis. Briefings in Functional Genomics, 22 (4), 375-391. doi: 10.1093/bfgp/elad005 |
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2023 Journal Article Ensemble learning for disease prediction: a reviewMahajan, Palak, Uddin, Shahadat, Hajati, Farshid and Moni, Mohammad Ali (2023). Ensemble learning for disease prediction: a review. Healthcare, 11 (12) 1808. doi: 10.3390/healthcare11121808 |
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2023 Journal Article A novel hybrid approach for classifying osteosarcoma using deep feature extraction and multilayer perceptronAziz, Md. Tarek, Mahmud, S. M. Hasan, Elahe, Md. Fazla, Jahan, Hosney, Rahman, Md Habibur, Nandi, Dip, Smirani, Lassaad K., Ahmed, Kawsar, Bui, Francis M. and Moni, Mohammad Ali (2023). A novel hybrid approach for classifying osteosarcoma using deep feature extraction and multilayer perceptron. Diagnostics, 13 (12) 2106, 2106. doi: 10.3390/diagnostics13122106 |
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2023 Journal Article The pathogenetic influence of smoking on SARS-CoV-2 infection: Integrative transcriptome and regulomics analysis of lung epithelial cellsHossain, Md. Ali, Asa, Tania Akter, Auwul, Md. Rabiul, Aktaruzzaman, Md., Rahman, Md. Mahfizur and Moni, Mohammad Ali (2023). The pathogenetic influence of smoking on SARS-CoV-2 infection: Integrative transcriptome and regulomics analysis of lung epithelial cells. Computers in Biology and Medicine, 159 106885, 1-8. doi: 10.1016/j.compbiomed.2023.106885 |
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2023 Journal Article Global, regional, and national burden of low back pain, 1990–2020, its attributable risk factors, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021Ferreira, Manuela L, de Luca, Katie, Haile, Lydia M, Steinmetz, Jaimie D, Culbreth, Garland T, Cross, Marita, Kopec, Jacek A, Ferreira, Paulo H, Blyth, Fiona M, Buchbinder, Rachelle, Hartvigsen, Jan, Wu, Ai-Min, Safiri, Saeid, Woolf, Anthony D, Collins, Gary S, Ong, Kanyin Liane, Vollset, Stein Emil, Smith, Amanda E, Cruz, Jessica A, Fukutaki, Kai Glenn, Abate, Semagn Mekonnen, Abbasifard, Mitra, Abbasi-Kangevari, Mohsen, Abbasi-Kangevari, Zeinab, Abdelalim, Ahmed, Abedi, Aidin, Abidi, Hassan, Adnani, Qorinah Estiningtyas Sakilah, Ahmadi, Ali ... March, Lyn M (2023). Global, regional, and national burden of low back pain, 1990–2020, its attributable risk factors, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021. The Lancet Rheumatology, 5 (6), e316-e329. doi: 10.1016/s2665-9913(23)00098-x |
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2023 Journal Article Global, regional, and national burden of low back pain, 1990-2020, its attributable risk factors, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021Ferreira, Manuela L., de Luca, Katie, Haile, Lydia M., Steinmetz, Jaimie, Culbreth, Garland, Cross, Marita, Kopec, Jacek A., Ferreira, Paulo H., Blyth, Fiona M., Buchbinder, Rachelle, Hartvigsen, Jan, Wu, Ai-Min, Safiri, Saeid, Woolf, Anthony, Collins, Gary S., Ong, Kanyin Liane, Vollset, Stein Emil, Smith, Amanda E., Cruz, Jessica A., Fukutaki, Kai Glenn, Abate, Semagn Mekonnen, Abbasifard, Mitra, Abbasi-Kangevari, Mohsen, Abbasi-Kangevari, Zeinab, Abdelalim, Ahmed, Abedi, Aidin, Abidi, Hassan, Adnani, Qorinah Estiningtyas Sakilah, Ahmadi, Ali ... March, Lyn M. (2023). Global, regional, and national burden of low back pain, 1990-2020, its attributable risk factors, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021. Lancet Rheumatology, 5 (6), E316-E329. |
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2023 Journal Article Machine learning-based model to predict heart disease in early stage employing different feature selection techniquesBiswas, Niloy, Ali, Md Mamun, Rahaman, Md Abdur, Islam, Minhajul, Mia, Md. Rajib, Azam, Sami, Ahmed, Kawsar, Bui, Francis M., Al-Zahrani, Fahad Ahmed and Moni, Mohammad Ali (2023). Machine learning-based model to predict heart disease in early stage employing different feature selection techniques. BioMed Research International, 2023 (1) 6864343, 1-15. doi: 10.1155/2023/6864343 |
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2023 Journal Article HARDC: A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNNIslam, Md Shofiqul, Hasan, Khondokar Fida, Sultana, Sunjida, Uddin, Shahadat, Lio’, Pietro, Quinn, Julian M.W. and Moni, Mohammad Ali (2023). HARDC: A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN. Neural Networks, 162, 271-287. doi: 10.1016/j.neunet.2023.03.004 |
