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Enhanced Cardiovascular Disease Prediction Modelling using Machine Learning Techniques: A Focus on CardioVitalnet.
Network. 2024 Apr 16:1-33. doi: 10.1080/0954898X.2024.2343341. Online ahead of print.
Network. 2024.
PMID: 38626055
Comparative performance analysis of Boruta, SHAP, and Borutashap for disease diagnosis: A study with multiple machine learning algorithms.
Ejiyi CJ, Qin Z, Ukwuoma CC, Nneji GU, Monday HN, Ejiyi MB, Ejiyi TU, Okechukwu U, Bamisile OO.
Ejiyi CJ, et al.
Network. 2024 Mar 21:1-38. doi: 10.1080/0954898X.2024.2331506. Online ahead of print.
Network. 2024.
PMID: 38511557
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LCSB-inception: Reliable and effective light-chroma separated branches for Covid-19 detection from chest X-ray images.
Ukwuoma CC, Qin Z, Agbesi VK, Ejiyi CJ, Bamisile O, Chikwendu IA, Tienin BW, Hossin MA.
Ukwuoma CC, et al. Among authors: ejiyi cj.
Comput Biol Med. 2022 Nov;150:106195. doi: 10.1016/j.compbiomed.2022.106195. Epub 2022 Oct 14.
Comput Biol Med. 2022.
PMID: 37859288
Free PMC article.
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Breast cancer diagnosis and management guided by data augmentation, utilizing an integrated framework of SHAP and random augmentation.
Ejiyi CJ, Qin Z, Monday H, Ejiyi MB, Ukwuoma C, Ejiyi TU, Agbesi VK, Agu A, Orakwue C.
Ejiyi CJ, et al.
Biofactors. 2024 Jan-Feb;50(1):114-134. doi: 10.1002/biof.1995. Epub 2023 Sep 11.
Biofactors. 2024.
PMID: 37695269
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COVID-19 Diagnosis from Chest X-ray Images Using a Robust Multi-Resolution Analysis Siamese Neural Network with Super-Resolution Convolutional Neural Network.
Monday HN, Li J, Nneji GU, Nahar S, Hossin MA, Jackson J, Ejiyi CJ.
Monday HN, et al. Among authors: ejiyi cj.
Diagnostics (Basel). 2022 Mar 18;12(3):741. doi: 10.3390/diagnostics12030741.
Diagnostics (Basel). 2022.
PMID: 35328294
Free PMC article.
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