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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 |
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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. doi: 10.1038/s41467-025-56910-x |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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2025 Journal Article Global, regional, and national age-sex-specific burden of diarrhoeal diseases, their risk factors, and aetiologies, 1990–2021, for 204 countries and territories: a systematic analysis for the Global Burden of Disease Study 2021Kyu, Hmwe Hmwe, Vongpradith, Avina, Dominguez, Regina-Mae Villanueva, Ma, Jianing, Albertson, Samuel B., Novotney, Amanda, Khalil, Ibrahim A., Troeger, Christopher E., Doxey, Matthew C., Ledesma, Jorge R., Sirota, Sarah Brooke, Bender, Rose Grace, Swetschinski, Lucien R., Cunningham, Matthew, Spearman, Sandra, Abate, Yohannes Habtegiorgis, Abd Al Magied, Abdallah H. A., Abd ElHafeez, Samar, Abdoun, Meriem, Abera, Bayeh, Abidi, Hassan, Aboagye, Richard Gyan, Abtew, Yonas Derso, Abualruz, Hasan, Abu-Gharbieh, Eman, Abukhadijah, Hana J., Aburuz, Salahdein, Addo, Isaac Yeboah, Adekanmbi, Victor ... Murray, Christopher J. L. (2025). Global, regional, and national age-sex-specific burden of diarrhoeal diseases, their risk factors, and aetiologies, 1990–2021, for 204 countries and territories: a systematic analysis for the Global Burden of Disease Study 2021. The Lancet Infectious Diseases, 25 (5), 519-536. doi: 10.1016/s1473-3099(24)00691-1 |
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2025 Journal Article <scp>STSA</scp>‐Based Early‐Stage Detection of Small Brain Tumors Using Neural NetworkHasan, Nafiul, Rana, Md. Masud, Hasan, Md Mahmudul, Azad, AKM, Afroz, Dil, Komol, Md Mostafizur Rahman, Aktar, Mousumi and Moni, Mohammad Ali (2025). STSA‐Based Early‐Stage Detection of Small Brain Tumors Using Neural Network. Engineering Reports, 7 (5) e70135. doi: 10.1002/eng2.70135 |
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2025 Journal Article Real-Time Vehicle Type Detection and Counting for Emission Pollution Monitoring and Traffic Violation IdentificationRahman, Md Mizanur, Rahim, Mohammad Asifur, Ayman, Umme, Sohel, Amir, Hossain, Md Ali, Moni, Mohammad Ali and Moustafa, Ahmed (2025). Real-Time Vehicle Type Detection and Counting for Emission Pollution Monitoring and Traffic Violation Identification. Emerging Science Journal, 9 (2), 959-976. doi: 10.28991/esj-2025-09-02-023 |
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2025 Journal Article Genetic Links Between Common Lung Diseases and Lung Cancer Progression: Bioinformatics and Machine Learning InsightsHossain, Md Ali, Asa, Tania Akter, Mahmud, Md. Zulfiker, Azad, AKM, Rahman, Mohammad Zahidur, Moni, Mohammad Ali and Moustafa, Ahmed (2025). Genetic Links Between Common Lung Diseases and Lung Cancer Progression: Bioinformatics and Machine Learning Insights. Emerging Science Journal, 9 (2), 916-937. doi: 10.28991/esj-2025-09-02-021 |
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2025 Journal Article Changing life expectancy in European countries 1990–2021: a subanalysis of causes and risk factors from the Global Burden of Disease Study 2021Steel, Nicholas, Bauer-Staeb, Clarissa Maria Mercedes, Ford, John A, Abbafati, Cristiana, Abdalla, Mohammed Altigani, Abdelkader, Atef, Abdi, Parsa, Abeldaño Zuñiga, Roberto Ariel, Abiodun, Olugbenga Olusola, Abolhassani, Hassan, Abu-Gharbieh, Eman, Abukhadijah, Hana J, Abu-Zaid, Ahmed, Addo, Isaac Yeboah, Addolorato, Giovanni, Adekanmbi, Victor, Adetunji, Juliana Bunmi, Adeyeoluwa, Temitayo Esther, Agardh, Emilie E, Agyemang-Duah, Williams, Ahmad, Danish, Ahmed, Anisuddin, Ahmed, Ayman, Ahmed, Syed Anees, Akinosoglou, Karolina, Akkaif, Mohammed Ahmed, Al Awaidy, Salah, Al Hasan, Syed Mahfuz, Al Zaabi, Omar Ali Mohammed ... Newton, John N (2025). Changing life expectancy in European countries 1990–2021: a subanalysis of causes and risk factors from the Global Burden of Disease Study 2021. The Lancet Public Health, 10 (3), e172-e188. doi: 10.1016/S2468-2667(25)00009-X |
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2025 Journal Article A privacy-preserving dependable deep federated learning model for identifying new infections from genome sequencesMehedi, Sk. Tanzir, Abdulrazak, Lway Faisal, Ahmed, Kawsar, Uddin, Muhammad Shahin, Bui, Francis M., Chen, Li, Moni, Mohammad Ali and Al-Zahrani, Fahad Ahmed (2025). A privacy-preserving dependable deep federated learning model for identifying new infections from genome sequences. Scientific Reports, 15 (1) 7291, 1. doi: 10.1038/s41598-025-89612-x |
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2025 Journal Article A Multi-Agent and Attention-Aware Enhanced CNN-BiLSTM Model for Human Activity Recognition for Enhanced Disability AssistanceKhatun, Mst Alema, Yousuf, Mohammad Abu, Turna, Taskin Noor, Azad, AKM, Alyami, Salem A. and Moni, Mohammad Ali (2025). A Multi-Agent and Attention-Aware Enhanced CNN-BiLSTM Model for Human Activity Recognition for Enhanced Disability Assistance. Diagnostics, 15 (5) 537, 537. doi: 10.3390/diagnostics15050537 |
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2025 Journal Article Quantum deep learning in neuroinformatics: a systematic reviewOrka, Nabil Anan, Awal, Md. Abdul, Liò, Pietro, Pogrebna, Ganna, Ross, Allen G. and Moni, Mohammad Ali (2025). Quantum deep learning in neuroinformatics: a systematic review. Artificial Intelligence Review, 58 (5) 134. doi: 10.1007/s10462-025-11136-7 |
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2025 Journal Article A Hybrid Transfer Learning Framework for Brain Tumor DiagnosisTonni, Sadia Islam, Sheakh, Md. Alif, Tahosin, Mst. Sazia, Hasan, Md. Zahid, Shuva, Taslima Ferdaus, Bhuiyan, Touhid, Almoyad, Muhammad Ali Abdullah, Orka, Nabil Anan, Rahman, Md. Tanvir, Khan, Risala Tasin, Kaiser, M. Shamim and Moni, Mohammad Ali (2025). A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis. Advanced Intelligent Systems, 7 (3) 2400495. doi: 10.1002/aisy.202400495 |
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2025 Journal Article WFFS—An ensemble feature selection algorithm for heterogeneous traffic accident data analysisRajee, Alimul, Satu, Md. Shahriare, Abedin, Mohammad Zoynul, Ali, K.M. Akkas, Aloteibi, Saad and Moni, Mohammad Ali (2025). WFFS—An ensemble feature selection algorithm for heterogeneous traffic accident data analysis. Knowledge-Based Systems, 311 113089, 113089-311. doi: 10.1016/j.knosys.2025.113089 |
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2025 Journal Article A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI imagesNahiduzzaman, Md., Abdulrazak, Lway Faisal, Kibria, Hafsa Binte, Khandakar, Amith, Ayari, Mohamed Arselene, Ahamed, Md. Faysal, Ahsan, Mominul, Haider, Julfikar, Moni, Mohammad Ali and Kowalski, Marcin (2025). A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images. Scientific Reports, 15 (1) 1649, 8424. doi: 10.1038/s41598-025-85874-7 |
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2025 Journal Article MGAN-CRCM: a novel multiple generative adversarial network and coarse refinement-based cognizant method for image inpaintingAsad, Nafiz Al, Pranto, Md. Appel Mahmud, Shiam, Shbiruzzaman, Akand, Musaddeq Mahmud, Yousuf, Mohammad Abu, Hasan, Khondokar Fida and Moni, Mohammad Ali (2025). MGAN-CRCM: a novel multiple generative adversarial network and coarse refinement-based cognizant method for image inpainting. Neural Computing and Applications, 37 (7) 106789, 5459-5480. doi: 10.1007/s00521-024-10886-9 |
