Concepedia

Automated prediction of sepsis using temporal convolutional network

Christopher Kok, Shu Lih Oh, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Kang Hao Cheong, Rashmi Gururajan, Filippo Molinari, U. Rajendra Acharya

Computers in Biology and Medicine · 2020 · 84 citations · 53 references

Concepts

ComputingBiomedical InformaticsComputer ScienceClinical Decision SupportMachine LearningSepsisBiomarkers In SepsisDeep LearningPredictive Health ModelingSepsis DiagnosisSepsis PrognosisSeptic ShockPredictive Modeling Of SepsisSepsis Prediction ModelsTemporal Convolutional Networks

References

53

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Learning Deep Architectures for AI

Yoshua Bengio · Foundations and Trends® in Machine Learning · 2009 · 6.9K citations

Computing, Computer Science, Artificial Intelligence +7

The relationship between Precision-Recall and ROC curves

Jesse Davis, Mark Goadrich · 2006 · 6.3K citations · Full text

Computing, Computer Science, Algorithms +11

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier · PLoS ONE · 2015 · 4.7K citations · Full text

Computing, Bioinformatics, Computer Science +13

WaveNet: A Generative Model for Raw Audio

Aäron van den Oord, Sander Dieleman, Heiga Zen et al. · arXiv (Cornell University) · 2016 · 3.6K citations · Full text

Computing, Musicology, Acoustics +16