|
2026 Journal Article StackAPP: Advancing autophagy protein identification with ensemble learningShoyshob, Munem Shahriar, Al-Tabatabaie, Kusay Faisal, Abdulrazak, Lway Faisal, Rahman, Md. Ashikur, Ali, Md. Mamun, Ibrahim, Sobhy M., Ahmed, Kawsar, Bui, Francis M. and Moni, Mohammad Ali (2026). StackAPP: Advancing autophagy protein identification with ensemble learning. Analytical Biochemistry, 708 115981, 115981-708. doi: 10.1016/j.ab.2025.115981 |
|
2025 Journal Article K-SNOpred: identification of protein S-nitrosylation sites through word embedding features and machine learningKarim, Tasmin, Shaon, Md. Shazzad Hossain, Ali, Md. Mamun, Ibrahim, Sobhy M., Akter, Mst Shapna, Ahmed, Kawsar, Bui, Francis M., Chen, Li and Moni, Mohammad Ali (2025). K-SNOpred: identification of protein S-nitrosylation sites through word embedding features and machine learning. Analytical Biochemistry, 707 115952. doi: 10.1016/j.ab.2025.115952 |
|
2025 Journal Article ADeepWeeD: An adaptive deep learning framework for weed species classificationRahman, Md Geaur, Rahman, Md Anisur, Parvez, Mohammad Zavid, Patwary, Md Anwarul Kaium, Ahamed, Tofael, Fleming-Muñoz, David A., Aloteibi, Saad and Moni, Mohammad Ali (2025). ADeepWeeD: An adaptive deep learning framework for weed species classification. Artificial Intelligence in Agriculture, 15 (4), 590-609. doi: 10.1016/j.aiia.2025.04.009 |
|
2025 Journal Article Characterising acute and chronic care needs: insights from the Global Burden of Disease Study 2019Zuniga, Yves Miel H., Zumla, Alimuddin, Zuhlke, Liesl J., Zoladl, Mohammad, Ziaeian, Boback, Zhong, Chenwen, Zhao, Xiu-Ju George, Zhang, Zhi-Jiang, Zhang, Jianrong, Zepro, Nejimu Biza, Zenebe, Getachew Assefa, Zeitoun, Jean-David, Zegeye, Zelalem Banjaw, Zastrozhin, Mikhail Sergeevich, Zareshahrabadi, Zahra, Zarea, Kourosh, Dehnavi, Ali Zare, Zare, Iman, Zangiabadian, Moein, Zangeneh, Alireza, Zamora, Nelson, Zaman, Sojib Bin, Zaki, Nazar, Zakaryaei, Farima, Zahir, Mazyar, Tajrishi, Farbod Zahedi, Zadnik, Vesna, Zadey, Siddhesh, Yusefi, Hossein ... Anza-Ramirez, Cecilia (2025). Characterising acute and chronic care needs: insights from the Global Burden of Disease Study 2019. Nature Communications, 16 (1) 4235, 1. doi: 10.1038/s41467-025-56910-x |
|
2025 Journal Article Normalizing images in various weather and lighting conditions using ColorPix2Pix generative adversarial networkTasnim, Sanjida, Mostafa, Ashif Mahmud, Morshed, Azmain, Shaiyaz, Namreen, Dipto, Shakib Mahmud, Aloteibi, Saad, Moni, Mohammad Ali, Alam, Md. Golam Rabiul and Alam, Md. Ashraful (2025). Normalizing images in various weather and lighting conditions using ColorPix2Pix generative adversarial network. Scientific Reports, 15 (1) 33904. doi: 10.1038/s41598-025-08675-y |
|
2025 Journal Article A deep ensemble learning framework for brain tumor classification using data balancing and fine-tuningTalukder, Md. Alamin, Islam, Md. Manowarul, Uddin, Md. Ashraf, Layek, Md. Abu, Acharjee, Uzzal Kumar, Bhuiyan, Touhid and Moni, Mohammad Ali (2025). A deep ensemble learning framework for brain tumor classification using data balancing and fine-tuning. Scientific Reports, 15 (1) 35251, 1. doi: 10.1038/s41598-025-03752-8 |
|
2025 Journal Article Machine learning models to identify significant factors of panic buying situationSatu, Md. Shahriare, Riyad, Md. Mahmudul Hasan, Alahmadi, Tahani Jaser, Bhuiyan, Touhid and Moni, Mohammad Ali (2025). Machine learning models to identify significant factors of panic buying situation. Scientific Reports, 15 (1) 34705, 1. doi: 10.1038/s41598-025-18222-4 |
|
2025 Journal Article BitterEN: A novel ensemble model for the identification of bitter peptideSultan, Md Fahim, Karim, Tasmin, Hossain Shaon, Md Shazzad, Ali, Md Mamun, Ibrahim, Sobhy M., Akter, Mst Shapna, Ahmed, Kawsar, Bui, Francis M. and Moni, Mohammad Ali (2025). BitterEN: A novel ensemble model for the identification of bitter peptide. Computers in Biology and Medicine, 195 110528, 110528. doi: 10.1016/j.compbiomed.2025.110528 |
|
2025 Journal Article The global, regional, and national burden of cancer, 1990–2023, with forecasts to 2050: a systematic analysis for the Global Burden of Disease Study 2023Force, Lisa M, Kocarnik, Jonathan M, May, Miranda L, Bhangdia, Kayleigh, Crist, Andrew, Penberthy, Louise, Pritchett, Natalie, Acheson, Alistair, Deitesfeld, Lee, A, Bhoomadevi, Aalruz, Hasan, Abbas, Nasir, Abbasalipour bashash, Maryam, Abd Al Magied, Abdallah H A, Abd ElHafeez, Samar, Abdalla, Ashraf Nabiel, Abdalla, Mohammed Altigani, Abdel-Rahman, Wael M, Abdi, Parsa, Abdisa, Wakgari Mosisa, Abdissa, Daba, Abdollahi, Arash, Abdoun, Meriem, Abdous, Arman, Abdullahi, Auwal, Abebe, Mesfin, Abedi, Armita, Abidi, Syed Hani, Abie, Alemwork ... Murray, Christopher J L (2025). The global, regional, and national burden of cancer, 1990–2023, with forecasts to 2050: a systematic analysis for the Global Burden of Disease Study 2023. The Lancet, 406 (10512), 1565-1586. doi: 10.1016/s0140-6736(25)01635-6 |
|
2025 Journal Article Novel deep learning for multi-class classification of Alzheimer’s in disability using MRI datasetsShahid, Sumaiya Binte, Kaikaus, Maleeha, Kabir, Md. Hasanul, Yousuf, Mohammad Abu, Azad, A. K. M., Al-Moisheer, A. S., Alotaibi, Naif, Alyami, Salem A., Bhuiyan, Touhid and Moni, Mohammad Ali (2025). Novel deep learning for multi-class classification of Alzheimer’s in disability using MRI datasets. Frontiers in Bioinformatics, 5 1567219. doi: 10.3389/fbinf.2025.1567219 |
|
2025 Conference Publication Fully Quanvolutional Networks for Time Series ClassificationOrka, Nabil Anan, Haque, Ehtashamul, Awal, Md. Abdul and Moni, Mohammad Ali (2025). Fully Quanvolutional Networks for Time Series Classification. New York, NY, USA: ACM. doi: 10.1145/3711896.3736972 |
|
2025 Journal Article A novel stacking based classifier for the identification of antifreeze protein using latent semantic analysisRahman, Ashikur, Abdulrazak, Lway Faisal, Ali, Mamun, Ahmed, Kawsar, Bui, Francis M., Chen, Li, Mahmud, Imran, Bhuiyan, Touhid and Moni, Mohammad Ali (2025). A novel stacking based classifier for the identification of antifreeze protein using latent semantic analysis. Intelligent Medicine. doi: 10.1016/j.imed.2025.03.003 |
|
2025 Journal Article LungCT-NET: An explainable transfer learning-based robust ensemble model for lung cancer diagnosisNoman, MD Zuleyenine Ibne, Sati, Kazi, Yousuf, Mohammad Abu, Aloteibi, Saad and Moni, Mohammad Ali (2025). LungCT-NET: An explainable transfer learning-based robust ensemble model for lung cancer diagnosis. Knowledge-Based Systems, 324 113854, 113854. doi: 10.1016/j.knosys.2025.113854 |
|
2025 Journal Article Diabetic kidney disease in rural Australia: prevention, management, treatment and way forwardRoss, Allen G., Mondal, Utpal K., Anyasodor, Anayochukwu E., Mahmood, Shakeel, Astawesegn, Feleke H., Huda, M. Mamun, Thapa, Subash, Aychiluhm, Setognal B., Giri, Santosh, Rahman, Md. Ferdous, Shiddiky, Muhammad J. A., Moni, Mohammad A. and Ahmed, Kedir Y. (2025). Diabetic kidney disease in rural Australia: prevention, management, treatment and way forward. Frontiers in Medicine, 12 1561566, 12. doi: 10.3389/fmed.2025.1561566 |
|
2025 Journal Article Federated learning model with dynamic scoring-based client selection for diabetes diagnosisAhmed, Shamim, Kaiser, M. Shamim, Chaki, Sudipto, Aloteibi, Saad and Moni, Mohammad Ali (2025). Federated learning model with dynamic scoring-based client selection for diabetes diagnosis. Knowledge-Based Systems, 320 113662, 113662-320. doi: 10.1016/j.knosys.2025.113662 |
|
2025 Journal Article A region-of-interest embedded graph neural architecture for gallbladder cancer detectionIslam, Saiful, Haque, Md. Injamul, Jahan, Mushrat, Hasan, Md. Zahid, Rony, Md. Awlad Hossen, Fatema, Kaniz, Shuva, Taslima Ferdaus, Almoyad, Muhammad Ali Abdullah, Bulbul, Abdullah Al-Mamun, Rahman, Md. Tanvir, Whaiduzzaman, Md, Bhuiyan, Touhid and Moni, Mohammad Ali (2025). A region-of-interest embedded graph neural architecture for gallbladder cancer detection. Results in Engineering, 26 104624, 104624. doi: 10.1016/j.rineng.2025.104624 |
|
2025 Journal Article Global, regional, and national trends in routine childhood vaccination coverage from 1980 to 2023 with forecasts to 2030: a systematic analysis for the Global Burden of Disease Study 2023Haeuser, Emily, Byrne, Sam, Nguyen, Jason, Raggi, Catalina, McLaughlin, Susan A, Bisignano, Catherine, Harris, Ashley A, Smith, Amanda E, Lindstedt, Paulina A, Smith, Georgia, Herold, Samuel James, Nesbit, Olivia D, Noyes, Taylor, Shalev, Noga, Olana, Latera Tesfaye, Aalipour, Mohammad Amin, Aalruz, Hasan, Abbasifard, Mitra, Abbaspour, Faezeh, Abbastabar, Hedayat, Abd ElHafeez, Samar, Abdallah, Emad M., Abdel-Hameed, Reda, Abdelkader, Atef, Abd-Elsalam, Sherief, Abdisa, Wakgari Mosisa, Abdoun, Meriem, Abdous, Arman, Abdulah, Deldar Morad ... Mosser, Jonathan F (2025). Global, regional, and national trends in routine childhood vaccination coverage from 1980 to 2023 with forecasts to 2030: a systematic analysis for the Global Burden of Disease Study 2023. The Lancet, 406 (10500), 235-260. doi: 10.1016/s0140-6736(25)01037-2 |
|
2025 Journal Article Global, Regional, and National Burden of Nontraumatic Subarachnoid Hemorrhage : The Global Burden of Disease Study 2021GBD 2021 Global Subarachnoid Hemorrhage Risk Factors Collaborators, Rautalin, Ilari, Volovici, Victor, Stark, Benjamin A., Johnson, Catherine O., Kaprio, Jaakko, Korja, Miikka, Krishnamurthi, Rita V., Nair, Balakrishnan Sukumaran, Ranta, Annemarei, Rinkel, Gabriel J. E., Vergouwen, Mervyn D. I., Abate, Yohannes Habtegiorgis, Abbastabar, Hedayat, Abd-Allah, Foad, Abdelkader, Atef, Abdi, Parsa, Abdollahi, Arash, Abdullahi, Auwal, Abiodun, Olugbenga Olusola, Aboagye, Richard Gyan, Abouzid, Mohamed, Abtahi, Dariush, Abu Rumeileh, Samir, Abualhasan, Ahmed, Abualruz, Hasan, Abukhadijah, Hana J., Abu-Zaid, Ahmed, Adamu, Lawan Hassan ... Feigin, Valery L. (2025). Global, Regional, and National Burden of Nontraumatic Subarachnoid Hemorrhage : The Global Burden of Disease Study 2021. JAMA Neurology, 82 (8), 765-787. doi: 10.1001/jamaneurol.2025.1522 |
|
2025 Journal Article OBoctNet: Enhancing Ophthalmic Biomarker Detection Through Active Learning and Explainable AI in Radiological AnalysisAcharja, Samya, Hasan, Md. Zahid, Chamok, Farjana Haque, Fahim, Kayes Uddin, Shuva, Taslima Ferdaus, Bulbul, Abdullah Al-Mamun, Khan, Risala Tasin, Rahman, Md. Tanvir, Kaiser, M. Shamim, Mahmud, Mufti and Moni, Mohammad Ali (2025). OBoctNet: Enhancing Ophthalmic Biomarker Detection Through Active Learning and Explainable AI in Radiological Analysis. Cognitive Computation, 17 (3) 101. doi: 10.1007/s12559-025-10451-z |
|
2025 Conference Publication Entity-Aware Optimal Transport and Residual Attention for Multimodal Content ModerationShah, Siddhant Bikram, Shiwakoti, Shuvam, Bhuiyan, Touhid, Moni, Mohammad Ali, Thapa, Surendrabikram and Naseem, Usman (2025). Entity-Aware Optimal Transport and Residual Attention for Multimodal Content Moderation. 2025 Web Conference-WWW, Sydney Australia, Apr 28-May 02, 2025. New York, NY, USA: ACM. doi: 10.1145/3701716.3717551 |
