Concepedia

Comparison of machine learning and deep learning for view identification from cardiac magnetic resonance images

Daksh Chauhan, Emeka Anyanwu, Jacob Goes, Stephanie A. Besser, Simran Anand, Ravi Madduri, Neil Getty, Sebastian Kelle, Keigo Kawaji, Victor Mor‐Avi,

Clinical Imaging · 2021 · 25 citations · 9 references

Open access

Concepts

ComputingComputer ScienceRadiologyDiagnostic ImagingDiagnostic RadiologyMachine LearningCardiac ImagingCardiovascular ImagingDeep LearningMagnetic Resonance ImagingMedical Image AnalysisMedical ImagingDeep Image FeaturesDeep Learning DetectionDeep Learning In RadiologyDeep Learning-based ClassificationDeep Learning-based IdentificationMagnetic ResonanceMagnetic Resonance Image Features

References

9

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Àgata Lapedriza et al. · 2016 · 10.8K citations · Full text

Computing, Computer Science, Computer Vision +16

Note on the Sampling Error of the Difference Between Correlated Proportions or Percentages

Quinn McNemar · Psychometrika · 1947 · 4.3K citations

Natural Sciences, Biostatistics, Statistics +6

Survey on deep learning with class imbalance

Justin Johnson, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 2.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success

James H. Thrall, Xiang Li, Quanzheng Li et al. · Journal of the American College of Radiology · 2018 · 709 citations

Computing, Health Informatics, Radiology +14

Fast and accurate view classification of echocardiograms using deep learning

Ali Madani, Ramy Arnaout, Mohammad R. K. Mofrad et al. · npj Digital Medicine · 2018 · 577 citations · Full text

Computing, Cardiology, Computer Science +16