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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
Crushing stress and vibration fatigue-life optimization of a battery-pack system
Zhang, Xiaoxi, Xiong, Yue, Pan, Yongjun, Du, Haifeng, Liu, Binghe
Published in Structural and multidisciplinary optimization (01.03.2023)
Published in Structural and multidisciplinary optimization (01.03.2023)
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Journal Article
Identification of exacerbation risk in patients with liver dysfunction using machine learning algorithms
Peng, Junfeng, Zhou, Mi, Chen, Chuan, Xie, Xiaohua, Luo, Ching-Hsing
Published in PloS one (09.10.2020)
Published in PloS one (09.10.2020)
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Journal Article
Prediction of stunting and its socioeconomic determinants among adolescent girls in Ethiopia using machine learning algorithms
Zemariam, Alemu Birara, Abate, Biruk Beletew, Alamaw, Addis Wondmagegn, Lake, Eyob shitie, Yilak, Gizachew, Ayele, Mulat, Tilahun, Befkad Derese, Ngusie, Habtamu Setegn
Published in PloS one (24.01.2025)
Published in PloS one (24.01.2025)
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Journal Article
A New Multiobjective Time-Cost Trade-Off for Scheduling Maintenance Problem in a Series-Parallel System
Tavassoli, Leyla Sadat, Massah, Reza, Montazeri, Arsalan, Mirmozaffari, Mirpouya, Jiang, Guang-Jun, Chen, Hong-Xia
Published in Mathematical problems in engineering (2021)
Published in Mathematical problems in engineering (2021)
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Journal Article
Prediction model of acute kidney injury induced by cisplatin in older adults using a machine learning algorithm
Okawa, Takaya, Mizuno, Tomohiro, Hanabusa, Shogo, Ikeda, Takeshi, Mizokami, Fumihiro, Koseki, Takenao, Takahashi, Kazuo, Yuzawa, Yukio, Tsuboi, Naotake, Yamada, Shigeki, Kameya, Yoshitaka
Published in PloS one (18.01.2022)
Published in PloS one (18.01.2022)
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Journal Article
Development of a Novel, Potentially Universal Machine Learning Algorithm for Prediction of Complications After Total Hip Arthroplasty
Shah, Akash A., Devana, Sai K., Lee, Changhee, Kianian, Reza, van der Schaar, Mihaela, SooHoo, Nelson F.
Published in The Journal of arthroplasty (01.05.2021)
Published in The Journal of arthroplasty (01.05.2021)
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Journal Article
Machine Learning Algorithms Identify Pathogen-Specific Biomarkers of Clinical and Metabolomic Characteristics in Septic Patients with Bacterial Infections
Liang, Huiying, Cai, Yi, Zheng, Jianbin, Wu, Zhiyuan, Wu, Xiaohui, Liu, Guangjian, Zhu, Changxi, Lin, Fangqin, Zheng, Lingling, Xia, Huimin
Published in BioMed research international (2020)
Published in BioMed research international (2020)
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Journal Article
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia—Challenges, strengths, and opportunities in a global health emergency
Ferrari, Davide, Milic, Jovana, Tonelli, Roberto, Ghinelli, Francesco, Meschiari, Marianna, Volpi, Sara, Faltoni, Matteo, Franceschi, Giacomo, Iadisernia, Vittorio, Yaacoub, Dina, Ciusa, Giacomo, Bacca, Erica, Rogati, Carlotta, Tutone, Marco, Burastero, Giulia, Raimondi, Alessandro, Menozzi, Marianna, Franceschini, Erica, Cuomo, Gianluca, Corradi, Luca, Orlando, Gabriella, Santoro, Antonella, Digaetano, Margherita, Puzzolante, Cinzia, Carli, Federica, Borghi, Vanni, Bedini, Andrea, Fantini, Riccardo, Tabbì, Luca, Castaniere, Ivana, Busani, Stefano, Clini, Enrico, Girardis, Massimo, Sarti, Mario, Cossarizza, Andrea, Mussini, Cristina, Mandreoli, Federica, Missier, Paolo, Guaraldi, Giovanni
Published in PloS one (12.11.2020)
Published in PloS one (12.11.2020)
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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
Predicting atrial fibrillation in primary care using machine learning
Hill, Nathan R., Ayoubkhani, Daniel, McEwan, Phil, Sugrue, Daniel M., Farooqui, Usman, Lister, Steven, Lumley, Matthew, Bakhai, Ameet, Cohen, Alexander T., O’Neill, Mark, Clifton, David, Gordon, Jason
Published in PloS one (01.11.2019)
Published in PloS one (01.11.2019)
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Journal Article
A machine learning approach for the prediction of pulmonary hypertension
Leha, Andreas, Hellenkamp, Kristian, Unsöld, Bernhard, Mushemi-Blake, Sitali, Shah, Ajay M., Hasenfuß, Gerd, Seidler, Tim
Published in PloS one (25.10.2019)
Published in PloS one (25.10.2019)
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Journal Article
Classification of QRS complexes to detect Premature Ventricular Contraction using machine learning techniques
De Marco, Fabiola, Ferrucci, Filomena, Risi, Michele, Tortora, Genoveffa
Published in PloS one (18.08.2022)
Published in PloS one (18.08.2022)
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Journal Article