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2021 Journal Article rMisbeta: A robust missing value imputation approach in transcriptomics and metabolomics dataShahjaman, Md., Rahman, Md. Rezanur, Islam, Tania, Auwul, Md. Rabiul, Moni, Mohammad Ali and Mollah, Md. Nurul Haque (2021). rMisbeta: A robust missing value imputation approach in transcriptomics and metabolomics data. Computers in Biology and Medicine, 138 104911, 104911. doi: 10.1016/j.compbiomed.2021.104911 |
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2021 Journal Article Global, regional, and national mortality among young people aged 10-24 years, 1950-2019: a systematic analysis for the Global Burden of Disease Study 2019Ward, Joseph L., Azzopardi, Peter S., Francis, Kate Louise, Santelli, John S., Skirbekk, Vegard, Sawyer, Susan M., Kassebaum, Nicholas J., Mokdad, Ali H., Hay, Simon I., Abd-Allah, Foad, Abdoli, Amir, Abdollahi, Mohammad, Abedi, Aidin, Abolhassani, Hassan, Abreu, Lucas Guimaraes, Abrigo, Michael R. M., Abu-Gharbieh, Eman, Abushouk, Abdelrahman I., Adebayo, Oladimeji M., Adekanmbi, Victor, Adham, Davoud, Advani, Shailesh M., Afshari, Khashayar, Agrawal, Anurag, Ahmad, Tauseef, Ahmadi, Keivan, Ahmed, Anwar E., Aji, Budi, Akombi-Inyang, Blessing ... Viner, Russell M. (2021). Global, regional, and national mortality among young people aged 10-24 years, 1950-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet, 398 (10311), 1593-1618. |
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2021 Journal Article Intelligent type 2 diabetes risk prediction from administrative claim dataUddin, Shahadat, Imam, Tasadduq, Hossain, Md Ekramul, Gide, Ergun, Sianaki, Omid Ameri, Moni, Mohammad Ali, Mohammed, Ashwaq Amer and Vandana, Vandana (2021). Intelligent type 2 diabetes risk prediction from administrative claim data. Informatics for Health and Social Care, 47 (3), 1-15. doi: 10.1080/17538157.2021.1988957 |
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2021 Conference Publication Improved transfer learning architecture to classify Covid-19 affected chest X-rays using noisy student pre-trainingFahim, Md Asif Iqbal, Naznin, Feroza, Moni, Mohammad Ali and Islam, Md Zahidul (2021). Improved transfer learning architecture to classify Covid-19 affected chest X-rays using noisy student pre-training. 2021 Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV) and 2021 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR), Kitakyushu, Japan, 16-20 August 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICIEVICIVPR52578.2021.9564125 |
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2021 Journal Article Tracking development assistance for health and for COVID-19: a review of development assistance, government, out-of-pocket, and other private spending on health for 204 countries and territories, 1990-2050Global Burden of Disease 2020 Health Financing Collaborator Network, Wubishet, Befikadu and Moni, Mohammad Ali (2021). Tracking development assistance for health and for COVID-19: a review of development assistance, government, out-of-pocket, and other private spending on health for 204 countries and territories, 1990-2050. Lancet, 398 (10308), 1317-1343. doi: 10.1016/S0140-6736(21)01258-7 |
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2021 Journal Article Global, regional, and national sex-specific burden and control of the HIV epidemic, 1990-2019, for 204 countries and territories: the Global Burden of Diseases Study 2019GBD 2019 HIV Collaborators, Sinshaw, Aklilu and Moni, Mohammad Ali (2021). Global, regional, and national sex-specific burden and control of the HIV epidemic, 1990-2019, for 204 countries and territories: the Global Burden of Diseases Study 2019. The Lancet HIV, 8 (10), e633-e651. doi: 10.1016/S2352-3018(21)00152-1 |
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2021 Journal Article Network-based transcriptomic analysis identifies the genetic effect of COVID-19 to chronic kidney disease patients: a bioinformatics approachAuwul, Md. Rabiul, Zhang, Chongqi, Rahman, Md Rezanur, Shahjaman, Md., Alyami, Salem A. and Moni, Mohammad Ali (2021). Network-based transcriptomic analysis identifies the genetic effect of COVID-19 to chronic kidney disease patients: a bioinformatics approach. Saudi Journal of Biological Sciences, 28 (10), 5647-5656. doi: 10.1016/j.sjbs.2021.06.015 |
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2021 Journal Article Global, regional, and national burden of stroke and its risk factors, 1990-2019: A systematic analysis for the Global Burden of Disease Study 2019Feigin, Valery L., Stark, Benjamin A., Johnson, Catherine Owens, Roth, Gregory A., Bisignano, Catherine, Abady, Gdiom Gebreheat, Abbasifard, Mitra, Abbasi-Kangevari, Mohsen, Abd-Allah, Foad, Abedi, Vida, Abualhasan, Ahmed, Abu-Rmeileh, Niveen M.E., Abushouk, Abdelrahman I., Adebayo, Oladimeji M., Agarwal, Gina, Agasthi, Pradyumna, Ahinkorah, Bright Opoku, Ahmad, Sohail, Ahmadi, Sepideh, Salih, Yusra Ahmed, Aji, Budi, Akbarpour, Samaneh, Akinyemi, Rufus Olusola, Al Hamad, Hanadi, Alahdab, Fares, Alif, Sheikh Mohammad, Alipour, Vahid, Aljunid, Syed Mohamed, Almustanyir, Sami ... Murray, Christopher J.L. (2021). Global, regional, and national burden of stroke and its risk factors, 1990-2019: A systematic analysis for the Global Burden of Disease Study 2019. The Lancet Neurology, 20 (10), 1-26. doi: 10.1016/S1474-4422(21)00252-0 |
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2021 Journal Article Global, regional, and national sex-specific burden and control of the HIV epidemic, 1990-2019, for 204 countries and territories: the Global Burden of Diseases Study 2019Jahagirdar, Deepa, Walters, Magdalene K., Novotney, Amanda, Brewer, Edmond D., Frank, Tahvi D., Carter, Austin, Biehl, Molly H., Abbastabar, Hedayat, Abhilash, E. S., Abu-Gharbieh, Eman, Abu-Raddad, Laith Jamal, Adekanmbi, Victor, Adeyinka, Daniel Adedayo, Adnani, Qorinah Estiningtyas Sakilah, Afzal, Saira, Aghababaei, Soodabeh, Ahinkorah, Bright Opoku, Ahmad, Sajjad, Ahmadi, Keivan, Ahmadi, Sepideh, Ahmadpour, Ehsan, Ahmed, Muktar Beshir, Rashid, Tarik Ahmed, Salih, Yusra Ahmed, Aklilu, Addis, Akram, Tayyaba, Akunna, Chisom Joyqueenet, Al Hamad, Hanadi, Alahdab, Fares ... Kyu, Hmwe H. (2021). Global, regional, and national sex-specific burden and control of the HIV epidemic, 1990-2019, for 204 countries and territories: the Global Burden of Diseases Study 2019. Lancet Hiv, 8 (10), E633-E651. |
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2021 Journal Article Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipelineIslam, Md Nahidul, Sulaiman, Norizam, Farid, Fahmid Al, Uddin, Jia, Alyami, Salem A., Rashid, Mamunur, Majeed, Anwar P. P. Abdul and Moni, Mohammad Ali (2021). Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline. PeerJ Computer Science, 7 e638, 1-28. doi: 10.7717/peerj-cs.638 |
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2021 Journal Article Global, regional, and national progress towards Sustainable Development Goal 3.2 for neonatal and child health: all-cause and cause-specific mortality findings from the Global Burden of Disease Study 2019GBD 2019 Under-5 Mortality Collaborators, Mamun, Abdullah A., Lalloo, Ratilal, Anderlini, Deanna, McGrath, John, Uddin, Riaz, Moni, Mohammad Ali and Hasan, Md. Mehedi (2021). Global, regional, and national progress towards Sustainable Development Goal 3.2 for neonatal and child health: all-cause and cause-specific mortality findings from the Global Burden of Disease Study 2019. The Lancet, 398 (10303), 870-905. doi: 10.1016/S0140-6736(21)01207-1 |
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2021 Journal Article Bioinformatics and machine learning approach identifies potential drug targets and pathways in COVID-19Auwul, Md Rabiul, Rahman, Md Rezanur, Gov, Esra, Shahjaman, Md and Moni, Mohammad Ali (2021). Bioinformatics and machine learning approach identifies potential drug targets and pathways in COVID-19. Briefings in Bioinformatics, 22 (5) bbab120. doi: 10.1093/bib/bbab120 |
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2021 Journal Article Identifying molecular insight of synergistic complexities for SARS-CoV-2 infection with pre-existing type 2 diabetesIslam, M. Babul, Chowdhury, Utpala Nanda, Nain, Zulkar, Uddin, Shahadat, Ahmed, Mohammad Boshir and Moni, Mohammad Ali (2021). Identifying molecular insight of synergistic complexities for SARS-CoV-2 infection with pre-existing type 2 diabetes. Computers in Biology and Medicine, 136 104668, 104668. doi: 10.1016/j.compbiomed.2021.104668 |
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2021 Journal Article Covid-19 pandemic outbreak in the subcontinent: A data driven analysisSingh, Bikash Chandra, Alom, Zulfikar, Hu, Haibo, Rahman, Mohammad Muntasir, Baowaly, Mrinal Kanti, Aung, Zeyar, Azim, Mohammad Abdul and Moni, Mohammad Ali (2021). Covid-19 pandemic outbreak in the subcontinent: A data driven analysis. Journal of Personalized Medicine, 11 (9) 889, 889. doi: 10.3390/jpm11090889 |
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2021 Journal Article PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniquesMahmud, S. M. Hasan, Chen, Wenyu, Liu, Yongsheng, Awal, Md Abdul, Ahmed, Kawsar, Rahman, Md Habibur and Moni, Mohammad Ali (2021). PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings in Bioinformatics, 22 (5) bbab046. doi: 10.1093/bib/bbab046 |
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2021 Journal Article Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparisonAli, Md Mamun, Paul, Bikash Kumar, Ahmed, Kawsar, Bui, Francis M., Quinn, Julian M.W. and Moni, Mohammad Ali (2021). Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison. Computers in Biology and Medicine, 136 104672, 104672. doi: 10.1016/j.compbiomed.2021.104672 |
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2021 Journal Article Recognition of human emotions using EEG signals: A reviewRahman, Md. Mustafizur, Sarkar, Ajay Krishno, Hossain, Md. Amzad, Hossain, Md. Selim, Islam, Md. Rabiul, Hossain, Md. Biplob, Quinn, Julian M.W. and Moni, Mohammad Ali (2021). Recognition of human emotions using EEG signals: A review. Computers in Biology and Medicine, 136 104696, 104696. doi: 10.1016/j.compbiomed.2021.104696 |
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2021 Conference Publication Lung cancer prediction using curriculum learning based deep neural networksZhou, Jackson, Khushi, Matloob, Moni, Mohammad Ali, Uddin, Shahadat and Poon, Simon K. (2021). Lung cancer prediction using curriculum learning based deep neural networks. 2021 IEEE International Conference on Digital Health (ICDH), Chicago, IL USA, 5-10 September 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDH52753.2021.00013 |
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2021 Journal Article Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progressionRahman, Md Habibur, Rana, Humayan Kabir, Peng, Silong, Hu, Xiyuan, Chen, Chen, Quinn, Julian M. W and Moni, Mohammad Ali (2021). Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression. Briefings in Bioinformatics, 22 (5) bbaa365. doi: 10.1093/bib/bbaa365 |
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2021 Journal Article EEG channel correlation based model for emotion recognitionIslam, Md. Rabiul, Islam, Md. Milon, Rahman, Md. Mustafizur, Mondal, Chayan, Singha, Suvojit Kumar, Ahmad, Mohiuddin, Awal, Abdul, Islam, Md. Saiful and Moni, Mohammad Ali (2021). EEG channel correlation based model for emotion recognition. Computers in Biology and Medicine, 136 104757, 104757. doi: 10.1016/j.compbiomed.2021.104757 |
