Concepedia

Deep-learning-based out-of-hospital cardiac arrest prognostic system to predict clinical outcomes

Joon‐myoung Kwon, Ki‐Hyun Jeon, Hyue Mee Kim, Min Jeong Kim, Sungmin Lim, Kyung‐Hee Kim, Pil Sang Song, Jinsik Park, Rak Kyeong Choi, Byung‐Hee Oh

Resuscitation · 2019 · 113 citations · 25 references

Concepts

ComputingBiomedical InformaticsHealth InformaticsClinical Decision SupportClinical InformaticsMachine LearningCardiac Arrest ManagementCardiac EmergenciesCardiopulmonary ResuscitationPost-resuscitation CarePredictive Health ModelingRisk PredictionCardiac Arrest AlgorithmsCardiac Arrest PrognosticationOut-of-hospital Cardiac Event Identification

References

25

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

An introduction to ROC analysis

Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations

Computing, Biostatistics, Computer Science +5

Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations

Computing, Computer Science, Computer Vision +16

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram et al. · JAMA · 2016 · 7.5K citations

Computing, Computer Science, Ophthalmology +17

TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · Operating Systems Design and Implementation · 2016 · 6.4K citations

Computing, Computer Engineering, Computer Science +15