Prediction of mortality and resource utilization in critical care: a deep learning approach using multimodal electronic health records with natural language processing techniques
Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng
机构
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Saw Swee Hock School of Public Health(Saw Swee Hock 公共卫生学院)
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National University of Singapore(新加坡国立大学)
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Institute of Data Science(数据科学研究所)
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Department of Anaesthesiology(麻醉科部门)
机构
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School of Informatics, Xiamen University(厦门大学信息学院)
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School of Computer Science, Nanjing University(南京大学计算机科学学院)
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School of Computer Science and Technology, East China Normal University(华东师范大学计算机科学与技术学院)
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Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University(教育部多媒体可信感知与高效计算重点实验室,厦门大学)
Federated nnU-Net for Privacy-Preserving Medical Image Segmentation
Grzegorz Skorupko, Fotios Avgoustidis, Carlos Martín-Isla, Lidia Garrucho, Dimitri A. Kessler, Esmeralda Ruiz Pujadas, Oliver Díaz, Maciej Bobowicz, Katarzyna Gwoździewicz, Xavier Bargalló, Paulius Jaruševičius, Richard Osuala, Kaisar Kushibar, Karim Lekadir
机构
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Artificial Intelligence in Medicine Laboratory (BCN-AIM)(人工智能医学实验室(BCN-AIM))
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Departament de Matemàtiques i Informàtica(数学与计算机科学系)
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Universitat de Barcelona(巴塞罗那大学)
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Medical University of Gdańsk (GUMed)(格但斯克医学大学(GUMed))
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Hospital Clínic de Barcelona (HCB)(巴塞罗那医院(HCB))
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Lithuanian University of Health Sciences(立陶宛卫生科学大学)
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Institució Catala(加泰罗尼亚机构)
CLAID: Closing the Loop on AI & Data Collection -- A Cross-Platform Transparent Computing Middleware Framework for Smart Edge-Cloud and Digital Biomarker Applications
Prospects for EMRI/MBH parameter estimation using Quasi-Periodic Eruption timings: short-timescale analysis
Joheen Chakraborty, Lisa V. Drummond, Matteo Bonetti, Alessia Franchini, Shubham Kejriwal, Giovanni Miniutti, Riccardo Arcodia, Scott A. Hughes, Francisco Duque, Erin Kara, Alberto Sesana, Margherita Giustini, Amedeo Motta, Kevin Burdge