Concepedia

Evidence-based clinical engineering: Machine learning algorithms for prediction of defibrillator performance

Almir Badnjević, Lejla Gurbeta Pokvić, Mehrija Hasičić, Lejla Bandić, Zerina Mašetić, Živorad Kovačević, Jasmin Kevrić, Leandro Pecchia

Biomedical Signal Processing and Control · 2019 · 119 citations · 28 references

Concepts

ComputingBiomedical EngineeringHealth InformaticsClinical EngineeringEvidence-based PracticeMachine LearningCardiopulmonary ResuscitationDecision Support AnalyticsDecision Support In HealthcareEvidence-based MedicinePredictive Health ModelingRisk PredictionClinical Prediction RulesClinical Risk PredictionDiagnostic Prediction ModelsMachine Learning Decision SupportMachine Learning For Healthcare

References

28

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Fuzzy support vector machines

Chun-Fu Lin, Sheng‐De Wang · IEEE Transactions on Neural Networks · 2002 · 1.5K citations

Computing, Computer Science, Data Mining +9

Introduction to machine learning: k-nearest neighbors

Zhongheng Zhang · Annals of Translational Medicine · 2016 · 1.3K citations · Full text

Computing, Data Science, Clinical Decision Support +15

Applications of Machine Learning in Cancer Prediction and Prognosis

Joseph A. Cruz, David S. Wishart · Cancer Informatics · 2006 · 1.1K citations · Full text

Computing, Cancer Biology, Oncology +17

Expert system methodologies and applications—a decade review from 1995 to 2004

Shu-Hsien Liao · Expert Systems with Applications · 2004 · 1K citations

Computing, Computer Science, Information Systems +12