Concepedia

A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters

Yunan Wu, Bruno Rocha, Evangelos Kaimakamis, Grigorios‐Aris Cheimariotis, Evangelos Chatzis, Vassilis Kilintzis, Leandros Stefanopoulos, Diogo Pessoa, Alda Marques, P. Carvalho,

Expert Systems with Applications · 2023 · 21 citations · 27 references

Concepts

MedicineBiomedical InformaticsHealth InformaticsBiomedical ImagingDiagnostic ImagingMachine LearningChest RadiographyChest X-ray InterpretationCritical Care Chest ImagingIntensive Care MedicineMedical ImagingPredictive Health ModelingDeep Feature LearningDeep Learning DiagnosticsDeep Learning For Health MonitoringDeep Learning-based DiagnosisDeep Neural Network Acoustic Models

References

27

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 43.1K citations

Computing, Computer Science, Computer Vision +12

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 23.3K citations · Full text

Computing, Computational Engineering, Biomedical Signal Processing +16

Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 20.7K citations

Computing, Visualization, Data Visualization +7

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text

Computing, Computer Science, Machine Learning +16