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Explainable machine learning algorithm to predict cardiovascular event in patients undergoing peritoneal dialysis
Yan, Qiqi, Liu, Guiling, Wang, Ruifeng, Li, Dandan, Chen, Xiaoli, Cong, Jingjing, Wang, Deguang
Published in BMC medical informatics and decision making (22.04.2025)
Published in BMC medical informatics and decision making (22.04.2025)
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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
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
Predicting delayed methotrexate elimination in pediatric acute lymphoblastic leukemia patients: an innovative web-based machine learning tool developed through a multicenter, retrospective analysis
Jian, Chang, Chen, Siqi, Wang, Zhuangcheng, Zhou, Yang, Zhang, Yang, Li, Ziyu, Jian, Jie, Wang, Tingting, Xiang, Tianyu, Wang, Xiao, Jia, Yuntao, Wang, Huilai, Gong, Jun
Published in BMC medical informatics and decision making (03.08.2023)
Published in BMC medical informatics and decision making (03.08.2023)
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Journal Article
Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation
Lei, Dajiang, Zhang, Tao, Wu, Yue, Li, Weisheng, Li, Xinwei
Published in Medical & biological engineering & computing (01.11.2023)
Published in Medical & biological engineering & computing (01.11.2023)
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Journal Article
Prediction the prognosis of the poisoned patients undergoing hemodialysis using machine learning algorithms
Rahimi, Mitra, Afrash, Mohammad Reza, Shadnia, Shahin, Mostafazadeh, Babak, Evini, Peyman Erfan Talab, Bardsiri, Mohadeseh Sarbaz, Ramezani, Maral
Published in BMC medical informatics and decision making (06.02.2024)
Published in BMC medical informatics and decision making (06.02.2024)
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Journal Article
Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach
Tian, Yuan, Liang, Yongquan, Chen, Yufeng, Bian, Hongyang
Published in Medical & biological engineering & computing (01.03.2023)
Published in Medical & biological engineering & computing (01.03.2023)
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Journal Article
Machine learning algorithms for claims data‐based prediction of in‐hospital mortality in patients with heart failure
König, Sebastian, Pellissier, Vincent, Hohenstein, Sven, Bernal, Andres, Ueberham, Laura, Meier‐Hellmann, Andreas, Kuhlen, Ralf, Hindricks, Gerhard, Bollmann, Andreas
Published in ESC Heart Failure (01.08.2021)
Published in ESC Heart Failure (01.08.2021)
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Journal Article
Optimizing prognostic factors of five-year survival in gastric cancer patients using feature selection techniques with machine learning algorithms: a comparative study
Afrash, Mohammad Reza, Mirbagheri, Esmat, Mashoufi, Mehrnaz, Kazemi-Arpanahi, Hadi
Published in BMC medical informatics and decision making (06.04.2023)
Published in BMC medical informatics and decision making (06.04.2023)
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Journal Article
A comprehensive review of deep learning-based models for heart disease prediction
Zhou, Chunjie, Dai, Pengfei, Hou, Aihua, Zhang, Zhenxing, Liu, Li, Li, Ali, Wang, Fusheng
Published in The Artificial intelligence review (01.09.2024)
Published in The Artificial intelligence review (01.09.2024)
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Journal Article
Machine Learning Algorithms to Predict Breast Cancer Recurrence Using Structured and Unstructured Sources from Electronic Health Records
González-Castro, Lorena, Chávez, Marcela, Duflot, Patrick, Bleret, Valérie, Martin, Alistair G., Zobel, Marc, Nateqi, Jama, Lin, Simon, Pazos-Arias, José J., Del Fiol, Guilherme, López-Nores, Martín
Published in Cancers (13.05.2023)
Published in Cancers (13.05.2023)
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Journal Article
An integrated study fusing systems biology and machine learning algorithms for genome-based discrimination of IPF and NSIP diseases: a new approach to the diagnostic challenge
Amjad, Elham, Asnaashari, Solmaz, Dastmalchi, Siavoush, Sokouti, Babak
Published in Soft computing (Berlin, Germany) (01.03.2024)
Published in Soft computing (Berlin, Germany) (01.03.2024)
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Journal Article
Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms
Ogwel, Billy, Mzazi, Vincent H., Awuor, Alex O., Okonji, Caleb, Anyango, Raphael O., Oreso, Caren, Ochieng, John B., Munga, Stephen, Nasrin, Dilruba, Tickell, Kirkby D., Pavlinac, Patricia B., Kotloff, Karen L., Omore, Richard
Published in BMC medical informatics and decision making (15.01.2025)
Published in BMC medical informatics and decision making (15.01.2025)
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Journal Article