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Comparison of Machine Learning Algorithms and Hybrid Computational Intelligence Algorithms for Rehabilitation Classification and Prognosis in Reverse Total Shoulder Arthroplasty
Vrouva, Sotiria, Koumantakis, George A., Sopidou, Varvara, Tatsios, Petros I., Raptis, Christos, Adamopoulos, Adam
Published in Bioengineering (Basel) (01.02.2025)
Published in Bioengineering (Basel) (01.02.2025)
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Journal Article
An ensemble machine learning model based on multiple filtering and supervised attribute clustering algorithm for classifying cancer samples
Bose, Shilpi, Das, Chandra, Banerjee, Abhik, Ghosh, Kuntal, Chattopadhyay, Matangini, Chattopadhyay, Samiran, Barik, Aishwarya
Published in PeerJ. Computer science (16.09.2021)
Published in PeerJ. Computer science (16.09.2021)
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Journal Article
Machine learning-based prediction of survival prognosis in cervical cancer
Ding, Dongyan, Lang, Tingyuan, Zou, Dongling, Tan, Jiawei, Chen, Jia, Zhou, Lei, Wang, Dong, Li, Rong, Li, Yunzhe, Liu, Jingshu, Ma, Cui, Zhou, Qi
Published in BMC bioinformatics (16.06.2021)
Published in BMC bioinformatics (16.06.2021)
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Journal Article
On an ensemble algorithm for clustering cancer patient data
Qi, Ran, Wu, Dengyuan, Sheng, Li, Henson, Donald, Schwartz, Arnold, Xu, Eric, Xing, Kai, Chen, Dechang
Published in BMC systems biology (23.10.2013)
Published in BMC systems biology (23.10.2013)
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Journal Article
Predicting very early recurrence in intrahepatic cholangiocarcinoma after curative hepatectomy using machine learning radiomics based on CECT: A multi-institutional study
Chen, Bo, Mao, Yicheng, Li, Jiacheng, Zhao, Zhengxiao, Chen, Qiwen, Yu, Yaoyao, Yang, Yunjun, Dong, Yulong, Lin, Ganglian, Yao, Jiangqiao, Lu, Mengmeng, Wu, Lijun, Bo, Zhiyuan, Chen, Gang, Xie, Xiaozai
Published in Computers in biology and medicine (01.12.2023)
Published in Computers in biology and medicine (01.12.2023)
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Journal Article
Deciphering the impact of senescence in kidney transplant rejection: An integrative machine learning and multi-omics analysis via bulk and single-cell RNA sequencing
Shen, Xihao, Wu, Jiyue, Zhang, Feilong, Bi, Qing, Sun, Zejia, Wang, Wei
Published in PloS one (27.11.2024)
Published in PloS one (27.11.2024)
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Journal Article
Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa
Chimbunde, Emmanuel, Sigwadhi, Lovemore N., Tamuzi, Jacques L., Okango, Elphas L., Daramola, Olawande, Ngah, Veranyuy D., Nyasulu, Peter S.
Published in Frontiers in artificial intelligence (10.10.2023)
Published in Frontiers in artificial intelligence (10.10.2023)
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Journal Article
Fuzzy C-Means Clustering Algorithm-Based Magnetic Resonance Imaging Image Segmentation for Analyzing the Effect of Edaravone on the Vascular Endothelial Function in Patients with Acute Cerebral Infarction
Yin, Jie, Chang, Hong, Wang, Dongmei, Li, Haifei, Yin, Aibing
Published in Contrast media and molecular imaging (14.07.2021)
Published in Contrast media and molecular imaging (14.07.2021)
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Journal Article
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Pikoula, Maria, Quint, Jennifer Kathleen, Nissen, Francis, Hemingway, Harry, Smeeth, Liam, Denaxas, Spiros
Published in BMC medical informatics and decision making (18.04.2019)
Published in BMC medical informatics and decision making (18.04.2019)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
Identifying and evaluating clinical subtypes of Alzheimer’s disease in care electronic health records using unsupervised machine learning
Alexander, Nonie, Alexander, Daniel C., Barkhof, Frederik, Denaxas, Spiros
Published in BMC medical informatics and decision making (08.12.2021)
Published in BMC medical informatics and decision making (08.12.2021)
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Journal Article
Application of explainable ensemble artificial intelligence model to categorization of hemodialysis-patient and treatment using nationwide-real-world data in Japan
Kanda, Eiichiro, Epureanu, Bogdan I., Adachi, Taiji, Tsuruta, Yuki, Kikuchi, Kan, Kashihara, Naoki, Abe, Masanori, Masakane, Ikuto, Nitta, Kosaku
Published in PloS one (29.05.2020)
Published in PloS one (29.05.2020)
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Journal Article
Characterizing advanced heart failure risk and hemodynamic phenotypes using interpretable machine learning
Lamp, Josephine, Wu, Yuxin, Lamp, Steven, Afriyie, Prince, Ashur, Nicholas, Bilchick, Kenneth, Breathett, Khadijah, Kwon, Younghoon, Li, Song, Mehta, Nishaki, Pena, Edward Rojas, Feng, Lu, Mazimba, Sula
Published in The American heart journal (01.05.2024)
Published in The American heart journal (01.05.2024)
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Journal Article
Network based stratification of major cancers by integrating somatic mutation and gene expression data
He, Zongzhen, Zhang, Junying, Yuan, Xiguo, Liu, Zhaowen, Liu, Baobao, Tuo, Shouheng, Liu, Yajun
Published in PloS one (16.05.2017)
Published in PloS one (16.05.2017)
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Journal Article