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Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
Bizzego, Andrea, Bussola, Nicole, Chierici, Marco, Maggio, Valerio, Francescatto, Margherita, Cima, Luca, Cristoforetti, Marco, Jurman, Giuseppe, Furlanello, Cesare
Published in PLoS computational biology (01.03.2019)
Published in PLoS computational biology (01.03.2019)
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Journal Article
Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
Li, Da, Liu, Peng, Zhang, Zhaosheng, Zhang, Lei, Deng, Junjun, Wang, Zhenpo, Dorrell, David G., Li, Weihan, Sauer, Dirk Uwe
Published in IEEE transactions on power electronics (01.07.2022)
Published in IEEE transactions on power electronics (01.07.2022)
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Journal Article
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)
Published in BMC medical informatics and decision making (01.08.2022)
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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
Machine learning-based glucose prediction with use of continuous glucose and physical activity monitoring data: The Maastricht Study
van Doorn, William P. T. M., Foreman, Yuri D., Schaper, Nicolaas C., Savelberg, Hans H. C. M., Koster, Annemarie, van der Kallen, Carla J. H., Wesselius, Anke, Schram, Miranda T., Henry, Ronald M. A., Dagnelie, Pieter C., de Galan, Bastiaan E., Bekers, Otto, Stehouwer, Coen D. A., Meex, Steven J. R., Brouwers, Martijn C. G. J.
Published in PloS one (24.06.2021)
Published in PloS one (24.06.2021)
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Journal Article
The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit
Yuan, Kuo-Ching, Tsai, Lung-Wen, Lee, Ko-Han, Cheng, Yi-Wei, Hsu, Shou-Chieh, Lo, Yu-Sheng, Chen, Ray-Jade
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)
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Journal Article
Machine learning models for predicting post-cystectomy recurrence and survival in bladder cancer patients
Hasnain, Zaki, Mason, Jeremy, Gill, Karanvir, Miranda, Gus, Gill, Inderbir S., Kuhn, Peter, Newton, Paul K.
Published in PloS one (20.02.2019)
Published in PloS one (20.02.2019)
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Journal Article
Machine learning model for predicting severity prognosis in patients infected with COVID-19: Study protocol from COVID-AI Brasil
Paiva Proença Lobo Lopes, Flávia, Kitamura, Felipe Campos, Prado, Gustavo Faibischew, Kuriki, Paulo Eduardo de Aguiar, Garcia, Marcio Ricardo Taveira
Published in PloS one (01.02.2021)
Published in PloS one (01.02.2021)
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Journal Article
Predicting complications of diabetes mellitus using advanced machine learning algorithms
Ljubic, Branimir, Hai, Ameen Abdel, Stanojevic, Marija, Diaz, Wilson, Polimac, Daniel, Pavlovski, Martin, Obradovic, Zoran
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
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Journal Article
Machine learning methods to predict mechanical ventilation and mortality in patients with COVID-19
Yu, Limin, Halalau, Alexandra, Dalal, Bhavinkumar, Abbas, Amr E., Ivascu, Felicia, Amin, Mitual, Nair, Girish B.
Published in PloS one (01.04.2021)
Published in PloS one (01.04.2021)
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Journal Article
A machine learning ensemble approach for 5- and 10-year breast cancer invasive disease event classification
Massafra, Raffaella, Comes, Maria Colomba, Bove, Samantha, Didonna, Vittorio, Diotaiuti, Sergio, Giotta, Francesco, Latorre, Agnese, La Forgia, Daniele, Nardone, Annalisa, Pomarico, Domenico, Ressa, Cosmo Maurizio, Rizzo, Alessandro, Tamborra, Pasquale, Zito, Alfredo, Lorusso, Vito, Fanizzi, Annarita
Published in PloS one (19.09.2022)
Published in PloS one (19.09.2022)
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Journal Article
Prediction of prognosis in immunoglobulin a nephropathy patients with focal crescent by machine learning
Lin, Xuefei, Liu, Yongfang, Chen, Yizhen, Huang, Xiaodan, Li, Jundu, Hou, Yuansheng, Shen, Miaoying, Lin, Zaoqiang, Zhang, Ronglin, Yang, Haifeng, Hong, Songlin, Liu, Xusheng, Zou, Chuan
Published in PloS one (09.03.2022)
Published in PloS one (09.03.2022)
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Journal Article