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Simplification of a registry-based algorithm for ejection fraction prediction in heart failure patients: Applicability in cardiology centres of the Netherlands
Canto, Elisa Dal, Uijl, Alicia, Onland-Moret, N. Charlotte, Bots, Sophie H., Hofstra, Leonard, Tulevski, Igor, Asselbergs, Folkert W., van der Harst, Pim, Somsen, G. Aernout, den Ruijter, Hester M.
Published in PloS one (05.11.2024)
Published in PloS one (05.11.2024)
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Journal Article
Research on Power Data Mining Algorithm based on Transfer Learning
Shi, Bo
Published in 2022 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) (24.06.2022)
Published in 2022 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) (24.06.2022)
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Conference Proceeding
Rule-Mining for the Early Prediction of Chronic Kidney Disease Based on Metabolomics and Multi-Source Data
Luck, Margaux, Bertho, Gildas, Bateson, Mathilde, Karras, Alexandre, Yartseva, Anastasia, Thervet, Eric, Damon, Cecilia, Pallet, Nicolas
Published in PLOS ONE (18.11.2016)
Published in PLOS ONE (18.11.2016)
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Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Big data dimensionality reduction-based supervised machine learning algorithms for NASH diagnosis
Tutsoy, Onder, Ozturk, Huseyin Ali, Sumbul, Hilmi Erdem
Published in BMC bioinformatics (21.10.2025)
Published in BMC bioinformatics (21.10.2025)
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Journal Article
Wind Turbine Gearbox Failure Identification With Deep Neural Networks
Wang, Long, Zhang, Zijun, Long, Huan, Xu, Jia, Liu, Ruihua
Published in IEEE transactions on industrial informatics (01.06.2017)
Published in IEEE transactions on industrial informatics (01.06.2017)
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Journal Article
Cardiac amyloidosis detection from a single echocardiographic video clip: a novel artificial intelligence-based screening tool
Slivnick, Jeremy A, Hawkes, Will, Oliveira, Jorge, Woodward, Gary, Akerman, Ashley, Gomez, Alberto, Hamza, Izhan, Desai, Viral K, Barrett-O’Keefe, Zachary, Grogan, Martha, Dispenzieri, Angela, Scott, Christopher G, Davison, Halley N, Cotella, Juan, Maurer, Mathew, Helmke, Stephen, Scherrer-Crosbie, Marielle, Soltani, Marwa, Goyal, Akash, Zareba, Karolina M, Cheng, Richard K, Kirkpatrick, James N, Kitano, Tetsuji, Takeuchi, Masaaki, Tiemi Hotta, Viviane, Campos Vieira, Marcelo Luiz, Elissamburu, Pablo, Ronderos, Ricardo E, Prado, Aldo, Koutroumpakis, Efstratios, Deswal, Anita, Pursnani, Amit, Sarswat, Nitasha, Patel, Amit R, Addetia, Karima, Ruberg, Frederick L, Randazzo, Michael, Asch, Federico M, O’Driscoll, Jamie, Al-Roub, Nora, Strom, Jordan B, Kidd, Liam, Cuddy, Sarah, Upton, Ross, Lang, Roberto M, Pellikka, Patricia A
Published in European heart journal (22.10.2025)
Published in European heart journal (22.10.2025)
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Journal Article
Analysis of length of hospital stay using electronic health records: A statistical and data mining approach
Baek, Hyunyoung, Cho, Minsu, Kim, Seok, Hwang, Hee, Song, Minseok, Yoo, Sooyoung
Published in PloS one (13.04.2018)
Published in PloS one (13.04.2018)
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Journal Article
Research on fault diagnosis system for belt conveyor based on internet of things and the LightGBM model
Wang, Meng, Shen, Kejun, Tai, Caiwang, Zhang, Qiaofeng, Yang, Zongwei, Guo, Chengbin
Published in PloS one (13.03.2023)
Published in PloS one (13.03.2023)
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Journal Article
Leveraging feature extraction and risk-based clustering for advanced fault diagnosis in equipment
Ji, Hyeonbin, Hwang, Ingeun, Kim, Junghwon, Lee, Suan, Lee, Wookey
Published in PloS one (30.12.2024)
Published in PloS one (30.12.2024)
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Journal Article
Prediction model development of late-onset preeclampsia using machine learning-based methods
Jhee, Jong Hyun, Lee, SungHee, Park, Yejin, Lee, Sang Eun, Kim, Young Ah, Kang, Shin-Wook, Kwon, Ja-Young, Park, Jung Tak
Published in PloS one (23.08.2019)
Published in PloS one (23.08.2019)
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Journal Article