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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
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
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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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
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
Advances in Diagnosis, Therapy, and Prognosis of Coronary Artery Disease Powered by Deep Learning Algorithms
Chu, Miao, Wu, Peng, Li, Guanyu, Yang, Wei, Gutiérrez-Chico, Juan Luis, Tu, Shengxian
Published in JACC. Asia (01.02.2023)
Published in JACC. Asia (01.02.2023)
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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
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
Data-Driven Fracture Morphology Prognosis from High Pressured Modified Proppants Based on Stochastic-Adam-RMSprop Optimizers; tf.NNR Study
Wayo, Dennis Delali Kwesi, Irawan, Sonny, Satyanaga, Alfrendo, Kim, Jong
Published in Big data and cognitive computing (01.06.2023)
Published in Big data and cognitive computing (01.06.2023)
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Journal Article
Predicting Colorectal Cancer Using Machine and Deep Learning Algorithms: Challenges and Opportunities
Alboaneen, Dabiah, Alqarni, Razan, Alqahtani, Sheikah, Alrashidi, Maha, Alhuda, Rawan, Alyahyan, Eyman, Alshammari, Turki
Published in Big data and cognitive computing (01.04.2023)
Published in Big data and cognitive computing (01.04.2023)
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Journal Article
Deep learning algorithm reveals two prognostic subtypes in patients with gliomas
Tian, Jing, Zhu, Mingzhen, Ren, Zijing, Zhao, Qiang, Wang, Puqing, He, Colin K., Zhang, Min, Peng, Xiaochun, Wu, Beilei, Feng, Rujia, Fu, Minglong
Published in BMC bioinformatics (11.10.2022)
Published in BMC bioinformatics (11.10.2022)
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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
Improving palliative care with deep learning
Avati, Anand, Jung, Kenneth, Harman, Stephanie, Downing, Lance, Ng, Andrew, Shah, Nigam H.
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (12.12.2018)
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (12.12.2018)
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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
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article