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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
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
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’ 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
Microarray based Geonomic Biomarker Optimization for Cancer Prognosis
K, Jose Triny, S, Kesavan, H, Navadeepan, P, Ranjith Kumar
Published in 2023 Second International Conference on Electronics and Renewable Systems (ICEARS) (02.03.2023)
Published in 2023 Second International Conference on Electronics and Renewable Systems (ICEARS) (02.03.2023)
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Conference Proceeding
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
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
Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection
Macedo, Mariana, Santana, Maira, dos Santos, Wellington P., Menezes, Ronaldo, Bastos-Filho, Carmelo
Published in Applied soft computing (01.09.2021)
Published in Applied soft computing (01.09.2021)
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Journal Article
Particle filter-based parameter estimation algorithm for prognostic risk assessment of progression in non-small cell lung cancer
Shang, Shi, Yuan, Junyi, Pan, Changqing, Wang, Sufen, Tu, Xuemin, Cen, Xingxing, Mi, Linhui, Hou, Xumin
Published in BMC medical informatics and decision making (20.12.2023)
Published in BMC medical informatics and decision making (20.12.2023)
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Journal Article
Advancing prognostic precision in pulmonary embolism: A clinical and laboratory-based artificial intelligence approach for enhanced early mortality risk stratification
Sadegh-Zadeh, Seyed-Ali, Sakha, Hanie, Movahedi, Sobhan, Fasihi Harandi, Aniseh, Ghaffari, Samad, Javanshir, Elnaz, Ali, Syed Ahsan, Hooshanginezhad, Zahra, Hajizadeh, Reza
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