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Machine Learning for Critical Care: An Overview and a Sepsis Case Study.

, , , , and . IWBBIO (1), volume 10208 of Lecture Notes in Computer Science, page 15-30. (2017)

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Severe sepsis mortality prediction with relevance vector machines., , , , , , and . EMBC, page 100-103. IEEE, (2011)Applying Conditional Independence Maps to Improve Sepsis Prognosis., , and . ICDM Workshops, page 254-260. IEEE Computer Society, (2016)Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks., , , , , , and . CoRR, (2019)On the intelligent management of sepsis in the intensive care unit.. Polytechnic University of Catalonia, Spain, (2013)Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline., , , , , and . CoRR, (2019)On the Use of Graphical Models to Study ICU Outcome Prediction in Septic Patients Treated with Statins., , , , , , and . CIBB, volume 7548 of Lecture Notes in Computer Science, page 98-111. Springer, (2011)Class Imbalance Impact on the Prediction of Complications during Home Hospitalization: A Comparative Study., , , , , , and . EMBC, page 3446-3449. IEEE, (2019)Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks., , , , , , and . Medical Image Anal., (2021)Big Data Analytics for Obesity Prediction., , and . CCIA, volume 308 of Frontiers in Artificial Intelligence and Applications, page 141-145. IOS Press, (2018)Machine Learning for Critical Care: An Overview and a Sepsis Case Study., , , , and . IWBBIO (1), volume 10208 of Lecture Notes in Computer Science, page 15-30. (2017)