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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 Bioinformatics and system biology approach to identify the influences of SARS-CoV-2 infections to idiopathic pulmonary fibrosis and chronic obstructive pulmonary disease patientsMahmud, S. M. Hasan, Al-Mustanjid, Md, Akter, Farzana, Rahman, Md Shazzadur, Ahmed, Kawsar, Rahman, Md Habibur, Chen, Wenyu and Moni, Mohammad Ali (2021). Bioinformatics and system biology approach to identify the influences of SARS-CoV-2 infections to idiopathic pulmonary fibrosis and chronic obstructive pulmonary disease patients. Briefings in Bioinformatics, 22 (5) bbab115. doi: 10.1093/bib/bbab115 |
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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 |
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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 COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancingHasan, Md. Kamrul, Jawad, Md. Tasnim, Hasan, Kazi Nasim Imtiaz, Partha, Sajal Basak, Masba, Md. Masum Al, Saha, Shumit and Moni, Mohammad Ali (2021). COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing. Informatics in Medicine Unlocked, 26 100709, 100709. doi: 10.1016/j.imu.2021.100709 |
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2021 Journal Article Ibitter‐fuse: a novel sequence‐based bitter peptide predictor by fusing multi‐view featuresCharoenkwan, Phasit, Nantasenamat, Chanin, Hasan, Md. Mehedi, Moni, Mohammad Ali, Lio, Pietro and Shoombuatong, Watshara (2021). Ibitter‐fuse: a novel sequence‐based bitter peptide predictor by fusing multi‐view features. International Journal of Molecular Sciences, 22 (16) 8958, 8958. doi: 10.3390/ijms22168958 |
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2021 Journal Article TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweetsSatu, Md. Shahriare, Khan, Md. Imran, Mahmud, Mufti, Uddin, Shahadat, Summers, Matthew A., Quinn, Julian M.W. and Moni, Mohammad Ali (2021). TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets. Knowledge-Based Systems, 226 107126, 107126. doi: 10.1016/j.knosys.2021.107126 |
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2021 Journal Article Use of multidimensional item response theory methods for dementia prevalence prediction: an example using the Health and Retirement Survey and the Aging, Demographics, and Memory StudyNichols, Emma, Abd-Allah, Foad, Abdoli, Amir, Abualhasan, Ahmed, Abu-Gharbieh, Eman, Afshin, Ashkan, Akinyemi, Rufus Olusola, Alanezi, Fahad Mashhour, Alipour, Vahid, Almasi-Hashiani, Amir, Arabloo, Jalal, Ashraf-Ganjouei, Amir, Ayano, Getinet, Ayuso-Mateos, Jose L., Baig, Atif Amin, Banach, Maciej, Barboza, Miguel A., Barker-Collo, Suzanne Lyn, Baune, Bernhard T., Bhagavathula, Akshaya Srikanth, Bhattacharyya, Krittika, Bijani, Ali, Biswas, Atanu, Boloor, Archith, Brayne, Carol, Brenner, Hermann, Burkart, Katrin, Burugina Nagaraja, Sharath, Carvalho, Felix ... Vos, Theo (2021). Use of multidimensional item response theory methods for dementia prevalence prediction: an example using the Health and Retirement Survey and the Aging, Demographics, and Memory Study. BMC Medical Informatics and Decision Making, 21 (1) 241. doi: 10.1186/s12911-021-01590-y |
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2021 Journal Article Measuring routine childhood vaccination coverage in 204 countries and territories, 1980–2019: a systematic analysis for the Global Burden of Disease Study 2020, Release 1Galles, Natalie C, Liu, Patrick Y, Updike, Rachel L, Fullman, Nancy, Nguyen, Jason, Rolfe, Sam, Sbarra, Alyssa N, Schipp, Megan F, Marks, Ashley, Abady, Gdiom Gebreheat, Abbas, Kaja M, Abbasi, Sumra Wajid, Abbastabar, Hedayat, Abd-Allah, Foad, Abdoli, Amir, Abolhassani, Hassan, Abosetugn, Akine Eshete, Adabi, Maryam, Adamu, Abdu A, Adetokunboh, Olatunji O, Adnani, Qorinah Estiningtyas Sakilah, Advani, Shailesh M, Afzal, Saira, Aghamir, Seyed Mohammad Kazem, Ahinkorah, Bright Opoku, Ahmad, Sohail, Ahmad, Tauseef, Ahmadi, Sepideh, Ahmed, Haroon ... Yuce, D. (2021). Measuring routine childhood vaccination coverage in 204 countries and territories, 1980–2019: a systematic analysis for the Global Burden of Disease Study 2020, Release 1. The Lancet, 398 (10299), 503-521. doi: 10.1016/S0140-6736(21)00984-3 |
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2021 Journal Article Promising anticancer activity of [bis(1,8‐quinolato)palladium (ii)] alone and in combinationAlam, Md Nur, Moni, Mohammad Ali, Yu, Jun Q., Beale, Philip, Turner, Peter, Proschogo, Nick, Rahman, Mohammad Azizur, Hossain, M. Pear and Huq, Fazlul (2021). Promising anticancer activity of [bis(1,8‐quinolato)palladium (ii)] alone and in combination. International Journal of Molecular Sciences, 22 (16) 8471, 8471. doi: 10.3390/ijms22168471 |
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2021 Journal Article Machine learning approaches to identify patient comorbidities and symptoms that increased risk of mortality in covid-19Aktar, Sakifa, Talukder, Ashis, Ahamad, Md. Martuza, Kamal, A. H.M., Khan, Jahidur Rahman, Protikuzzaman, Md., Hossain, Nasif, Azad, A. K.M., Quinn, Julian M. W., Summers, Mathew A., Liaw, Teng, Eapen, Valsamma and Moni, Mohammad Ali (2021). Machine learning approaches to identify patient comorbidities and symptoms that increased risk of mortality in covid-19. Diagnostics, 11 (8) 1383, 1383. doi: 10.3390/diagnostics11081383 |
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2021 Journal Article Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancerHossain, Md Jakir, Chowdhury, Utpala Nanda, Islam, M. Babul, Uddin, Shahadat, Ahmed, Mohammad Boshir, Quinn, Julian M.W. and Moni, Mohammad Ali (2021). Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancer. Computers in Biology and Medicine, 135 104539, 104539. doi: 10.1016/j.compbiomed.2021.104539 |
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2021 Journal Article Designing a multi-epitope vaccine candidate to combat MERS-CoV by employing an immunoinformatics approachMahmud, Shafi, Rafi, Md. Oliullah, Paul, Gobindo Kumar, Promi, Maria Meha, Shimu, Mst. Sharmin Sultana, Biswas, Suvro, Emran, Talha Bin, Dhama, Kuldeep, Alyami, Salem A., Moni, Mohammad Ali and Saleh, Md. Abu (2021). Designing a multi-epitope vaccine candidate to combat MERS-CoV by employing an immunoinformatics approach. Scientific Reports, 11 (1) 15431, 1-20. doi: 10.1038/s41598-021-92176-1 |
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2021 Journal Article SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signalsMashrur, Fazla Rabbi, Islam, Md. Saiful, Saha, Dabasish Kumar, Islam, S.M. Riazul and Moni, Mohammad Ali (2021). SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals. Computers in Biology and Medicine, 134 104532, 104532. doi: 10.1016/j.compbiomed.2021.104532 |
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2021 Journal Article C-C Chemokine receptor-like 2 (CCRL2) acts as coreceptor for human immunodeficiency virus-2Islam, Salequl, Moni, Mohammad Ali, Urmi, Umme Laila, Tanaka, Atsushi and Hoshino, Hiroo (2021). C-C Chemokine receptor-like 2 (CCRL2) acts as coreceptor for human immunodeficiency virus-2. Briefings in Bioinformatics, 22 (4). doi: 10.1093/bib/bbaa333 |
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2021 Journal Article Structural and functional elucidation of IF-3 protein of Chloroflexus aurantiacus involved in protein biosynthesis: an In Silico approachSaikat, Abu Saim Mohammad, Uddin, Md. Ekhlas, Ahmad, Tasnim, Mahmud, Shahriar, Imran, Md. Abu Sayeed, Ahmed, Sohel, Alyami, Salem A. and Moni, Mohammad Ali (2021). Structural and functional elucidation of IF-3 protein of Chloroflexus aurantiacus involved in protein biosynthesis: an In Silico approach. BioMed Research International, 2021 (1) 9050026, 1-10. doi: 10.1155/2021/9050026 |
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2021 Journal Article Emotion recognition from EEG signal focusing on deep learning and shallow learning techniquesIslam, Md. Rabiul, Moni, Mohammad Ali, Islam, Md. Milon, Rashed-Al-Mahfuz, Md., Islam, Md. Saiful, Hasan, Md. Kamrul, Hossain, Md. Sabir, Ahmad, Mohiuddin, Uddin, Shahadat, Azad, Akm, Alyami, Salem A., Ahad, Md. Atiqur Rahman and Lio, Pietro (2021). Emotion recognition from EEG signal focusing on deep learning and shallow learning techniques. IEEE Access, 9 9462089, 94601-94624. doi: 10.1109/access.2021.3091487 |
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2021 Journal Article A human-robot interaction system calculating visual focus of human’s attention levelChakraborty, Partha, Ahmed, Sabbir, Yousuf, Mohammad Abu, Azad, Akm, Alyami, Salem A. and Moni, Mohammad Ali (2021). A human-robot interaction system calculating visual focus of human’s attention level. IEEE Access, 9 9462086, 93409-93421. doi: 10.1109/access.2021.3091642 |
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2021 Journal Article Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis from the Global Burden of Disease Study 2019Reitsma, Marissa B, Kendrick, Parkes J, Ababneh, Emad, Abbafati, Cristiana, Abbasi-Kangevari, Mohsen, Abdoli, Amir, Abedi, Aidin, Abhilash, E. S., Abila, Derrick Bary, Aboyans, Victor, Abu-Rmeileh, Niveen ME, Adebayo, Oladimeji M, Advani, Shailesh M, Aghaali, Mohammad, Ahinkorah, Bright Opoku, Ahmad, Sohail, Ahmadi, Keivan, Ahmed, Haroon, Aji, Budi, Akunna, Chisom Joyqueenet, Al-Aly, Ziyad, Alanzi, Turki M, Alhabib, Khalid F, Ali, Liaqat, Alif, Sheikh Mohammad, Alipour, Vahid, Aljunid, Syed Mohamed, Alla, François, Allebeck, Peter ... Zuniga, Y. H. (2021). Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis from the Global Burden of Disease Study 2019. The Lancet, 397 (10292), 2337-2360. doi: 10.1016/S0140-6736(21)01169-7 |
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2021 Journal Article Significant pathway and biomarker identification of pancreatic cancer associated lung cancerKhan, Tamanna, Paul, Bikash Kumar, Hasan, Md Tanvir, Islam, Md Rakib, Arefin, M. A., Ahmed, K., Islam, Md K. and Moni, Mohammad Ali (2021). Significant pathway and biomarker identification of pancreatic cancer associated lung cancer. Informatics in Medicine Unlocked, 25 100637, 1-8. doi: 10.1016/j.imu.2021.100637 |
