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2024 Journal Article Machine learning and deep learning algorithms in detecting COVID-19 utilizing medical images: a comprehensive reviewNurjahan,, Mahbub-Or-Rashid, Md., Satu, Md. Shahriare, Tammim, Sanjana Ruhani, Sunny, Farhana Akter and Moni, Mohammad Ali (2024). Machine learning and deep learning algorithms in detecting COVID-19 utilizing medical images: a comprehensive review. Iran Journal of Computer Science, 7 (3), 699-721. doi: 10.1007/s42044-024-00190-z |
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2024 Journal Article Single-cell RNA-seq data analysis reveals functionally relevant biomarkers of early brain development and their regulatory footprints in human embryonic stem cells (hESCs)Alamin, Md, Humaira Sultana, Most, Babarinde, Isaac Adeyemi, Azad, A K M, Moni, Mohammad Ali and Xu, Haiming (2024). Single-cell RNA-seq data analysis reveals functionally relevant biomarkers of early brain development and their regulatory footprints in human embryonic stem cells (hESCs). Briefings in Bioinformatics, 25 (3) bbae230, 1-16. doi: 10.1093/bib/bbae230 |
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2024 Journal Article Global, regional, and national burden of disorders affecting the nervous system, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021Steinmetz, Jaimie D, Seeher, Katrin Maria, Schiess, Nicoline, Nichols, Emma, Cao, Bochen, Servili, Chiara, Cavallera, Vanessa, Cousin, Ewerton, Hagins, Hailey, Moberg, Madeline E, Mehlman, Max L, Abate, Yohannes Habtegiorgis, Abbas, Jaffar, Abbasi, Madineh Akram, Abbasian, Mohammadreza, Abbastabar, Hedayat, Abdelmasseh, Michael, Abdollahi, Mohammad, Abdollahi, Mozhan, Abdollahifar, Mohammad-Amin, Abd-Rabu, Rami, Abdulah, Deldar Morad, Abdullahi, Auwal, Abedi, Aidin, Abedi, Vida, Abeldaño Zuñiga, Roberto Ariel, Abidi, Hassan, Abiodun, Olumide, Aboagye, Richard Gyan ... Dua, Tarun (2024). Global, regional, and national burden of disorders affecting the nervous system, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021. The Lancet Neurology, 23 (4), 344-381. doi: 10.1016/s1474-4422(24)00038-3 |
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2024 Journal Article Global fertility in 204 countries and territories, 1950-2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021GBD 2021 Fertility and Forecasting Collaborators, Anderlini, D., Begum, T., Chung, E., Huda, M., Kanmiki, E., Maravilla, J. C., Khan, A., Moni, M., Lalloo, R., McGrath, J. J. and Mamun, Abdullah (2024). Global fertility in 204 countries and territories, 1950-2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021. The Lancet, 403 (10440), 2057-2099. doi: 10.1016/S0140-6736(24)00550-6 |
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2024 Journal Article Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumorAkter, Atika, Nosheen, Nazeela, Ahmed, Sabbir, Hossain, Mariom, Yousuf, Mohammad Abu, Almoyad, Mohammad Ali Abdullah, Hasan, Khondokar Fida and Moni, Mohammad Ali (2024). Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor. Expert Systems with Applications, 238 122347, 1-22. doi: 10.1016/j.eswa.2023.122347 |
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2024 Journal Article Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950-2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021GBD 2021 Demographics Collaborators, Begum, Tahmina, Kanmiki, E., Maravilla, J. C., Khan, A., Moni, M., Lalloo, R., McGrath, J. J., Veerman, L. J. and Mamun, A. A. (2024). Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950-2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021. The Lancet, 403 (10440), 1989-2056. doi: 10.1016/S0140-6736(24)00476-8 |
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2024 Journal Article Global estimates on the number of people blind or visually impaired by cataract: a meta-analysis from 2000 to 2020Pesudovs, Konrad, Lansingh, Van Charles, Kempen, John H., Tapply, Ian, Fernandes, Arthur G., Cicinelli, Maria V., Arrigo, Alessandro, Leveziel, Nicolas, Briant, Paul Svitil, Vos, Theo, Resnikoff, Serge, Taylor, Hugh R., Sedighi, Tabassom, Flaxman, Seth, Steinmetz, Jaimie, Bourne, Rupert, Pesudovs, Konrad, Lansingh, Van Charles, Kempen, John H., Tapply, Ian, Fernandes, Arthur G., Cicinelli, Maria Vittoria, Arrigo, Alessandro, Leveziel, Nicolas, Resnikoff, Serge, Taylor, Hugh R., Sedighi, Tabassom, Bikbov, Mukkharram M., Braithwaite, Tasanee ... Bourne, Rupert (2024). Global estimates on the number of people blind or visually impaired by cataract: a meta-analysis from 2000 to 2020. Eye, 38 (11), 2156-2172. doi: 10.1038/s41433-024-02961-1 |
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2024 Journal Article "Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach"Islam, Md. Shofiqul, Kabir, Muhammad Nomani, Ghani, Ngahzaifa Ab, Zamli, Kamal Zuhairi, Zulkifli, Nor Saradatul Akmar, Rahman, Md. Mustafizur and Moni, Mohammad Ali (2024). "Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach". Artificial Intelligence Review, 57 (3) 62. doi: 10.1007/s10462-023-10651-9 |
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2024 Journal Article Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extractionTalukder, Md. Alamin, Islam, Md. Manowarul, Uddin, Md Ashraf, Hasan, Khondokar Fida, Sharmin, Selina, Alyami, Salem A. and Moni, Mohammad Ali (2024). Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. Journal of Big Data, 11 (1) 33. doi: 10.1186/s40537-024-00886-w |
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2024 Journal Article ASDNet: a robust involution‐based architecture for diagnosis of autism spectrum disorder utilising eye‐tracking technologyMumenin, Nasirul, Yousuf, Mohammad Abu, Nashiry, Md Asif, Azad, A. K. M., Alyami, Salem A., Lio', Pietro and Moni, Mohammad Ali (2024). ASDNet: a robust involution‐based architecture for diagnosis of autism spectrum disorder utilising eye‐tracking technology. IET Computer Vision, 18 (5), 666-681. doi: 10.1049/cvi2.12271 |
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2024 Journal Article Clinically adaptable machine learning model to identify early appreciable features of diabetes In BangladeshNipa, Nurjahan, Riyad, Md. Mahmudul Hasan, Satu, Md. Shahriare, Walliullah, Md., Howlader, Koushik Chandra and Moni, Mohammad Ali (2024). Clinically adaptable machine learning model to identify early appreciable features of diabetes In Bangladesh. Intelligent Medicine, 4 (1), 22-32. doi: 10.1016/j.imed.2023.01.003 |
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2024 Journal Article Road networks and socio-demographic factors to explore COVID-19 infection during its different wavesUddin, Shahadat, Khan, Arif, Lu, Haohui, Zhou, Fangyu, Karim, Shakir, Hajati, Farshid and Moni, Mohammad Ali (2024). Road networks and socio-demographic factors to explore COVID-19 infection during its different waves. Scientific Reports, 14 (1) 1551, 1-10. doi: 10.1038/s41598-024-51610-w |
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2024 Journal Article Correction to: Global estimates on the number of people blind or visually impaired by cataract_ a meta-analysis from 2000 to 2020 (Eye, (2024), 10.1038/s41433-024-02961-1)Pesudovs, Konrad, Lansingh, Van Charles, Kempen, John H., Tapply, Ian, Fernandes, Arthur G., Cicinelli, Maria Vittoria, Arrigo, Alessandro, Leveziel, Nicolas, Resnikoff, Serge, Taylor, Hugh R., Sedighi, Tabassom, Flaxman, Seth, Bikbov, Mukkharram M., Braithwaite, Tasanee, Bron, Alain, Cheng, Ching-Yu, Del Monte, Monte A., Ehrlich, Joshua R., Ellwein, Leon B., Friedman, David, Furtado, João M., Gazzard, Gus, George, Ronnie, Hartnett, M. Elizabeth, Jonas, Jost B., Kahloun, Rim, Khairallah, Moncef, Khanna, Rohit C., Leasher, Janet ... Steinmetz, Jaimie D. (2024). Correction to: Global estimates on the number of people blind or visually impaired by cataract_ a meta-analysis from 2000 to 2020 (Eye, (2024), 10.1038/s41433-024-02961-1). Eye (Basingstoke), 38 (11), 2229-2231. doi: 10.1038/s41433-024-03161-7 |
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2024 Journal Article Global, regional, and national burden of pulmonary arterial hypertension, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021Leary, Peter J., Lindstrom, Megan, Johnson, Catherine O., Emmons-Bell, Sophia, Rich, Stuart, Corris, Paul A., DuBrock, Hilary M., Ventetuolo, Corey E., Abate, Yohannes Habtegiorgis, Abdelmasseh, Michael, Aboagye, Richard Gyan, Abualruz, Hasan, Abu-Gharbieh, Eman, Aburuz, Salahdein, Adamu, Lawan Hassan, Adão, Rui, Addo, Isaac Yeboah, Adedoyin, Rufus Adesoji, Adetunji, Juliana Bunmi, Adzigbli, Leticia Akua, Ahinkorah, Bright Opoku, Ahmad, Firdos, Ahmadzade, Amir Mahmoud, Ahmed, Ayman, Ahmed, Haroon, Ahmed, Syed Anees, Akhlaghi, Shiva, Akkaif, Mohammed Ahmed, Al Awaidy, Salah ... GBD 2021 Pulmonary Arterial Hypertension Collaborators (2024). Global, regional, and national burden of pulmonary arterial hypertension, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021. The Lancet Respiratory Medicine, 13 (1), 69-79. doi: 10.1016/S2213-2600(24)00295-9 |
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2024 Conference Publication Bengali cyberbullying: detection, categorization, and gender bias analysisHossain, Md. Mithun, Hossain, Md. Shakil, Chaki, Sudipto, Rahman, Md. Saifur and Moni, Mohammad Ali (2024). Bengali cyberbullying: detection, categorization, and gender bias analysis. 2024 IEEE International Conference on Data Mining Workshops (ICDMW), Abu Dhabi, United Arab Emirates, 9 December 2024. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICDMW65004.2024.00027 |
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2024 Conference Publication UMML: layout-aware text-image fusion for unified multilingual multimodal learningVeeramani, Hariram, Thapa, Surendrabikram, Salman, Mohammad, Moni, Mohammad Ali and Naseem, Usman (2024). UMML: layout-aware text-image fusion for unified multilingual multimodal learning. 2024 IEEE International Conference on Data Mining Workshops (ICDMW), Abu Dhabi, United Arab Emirates, 9 December 2024. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICDMW65004.2024.00029 |
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2024 Journal Article Review of physical layer security in molecular internet of nano-thingsQiu, Song, Wei, Zhuangkun, Huang, Yu, Abbaszadeh, Mahmoud, Charmet, Jerome, Li, Bin and Guo, Weisi (2024). Review of physical layer security in molecular internet of nano-things. IEEE Transactions on NanoBioscience, 23 (1), 91-100. doi: 10.1109/tnb.2023.3285973 |
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2024 Journal Article A comparative evaluation of machine learning ensemble approaches for disease prediction using multiple datasetsMahajan, Palak, Uddin, Shahadat, Hajati, Farshid, Moni, Mohammad Ali and Gide, Ergun (2024). A comparative evaluation of machine learning ensemble approaches for disease prediction using multiple datasets. Health and Technology, 14 (3), 597-613. doi: 10.1007/s12553-024-00835-w |
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2024 Journal Article Toward reliable diabetes prediction: Innovations in data engineering and machine learning applicationsTalukder, Md. Alamin, Islam, Md. Manowarul, Uddin, Md Ashraf, Kazi, Mohsin, Khalid, Majdi, Akhter, Arnisha and Moni, Mohammad Ali (2024). Toward reliable diabetes prediction: Innovations in data engineering and machine learning applications. Digital Health, 10, 20552076241271867. doi: 10.1177/20552076241271867 |
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2024 Conference Publication GDRNet: a novel graph neural network architecture for diabetic retinopathy detectionHossain, Shahed, Hasan, Md. Zahid, Jim, Risul Islam, Shuva, Taslima Ferdaus, Rahman, Md. Tanvir, Bulbul, Abdullah Al-Mamun, Khan, Risala Tasin, Kaiser, M. Shamim and Moni, Mohammad Ali (2024). GDRNet: a novel graph neural network architecture for diabetic retinopathy detection. 2024 IEEE International Conference on Data Mining Workshops (ICDMW), Abu Dhabi, United Arab Emirates, 9 December 2024. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICDMW65004.2024.00055 |
