Concepedia

Modular deep neural networks for automatic quality control of retinal optical coherence tomography scans

Josef Kauer-Bonin, Sunil Kumar Yadav, Ingeborg Beckers, K. Gawlik, Seyedamirhosein Motamedi, Hanna Zimmermann, Ella Maria Kadas, Frank Haußer, Friedemann Paul, Alexander U. Brandt

Computers in Biology and Medicine · 2021 · 20 citations · 28 references

Concepts

MedicineComputer ScienceOphthalmologyBiomedical ImagingComputer VisionDiagnostic ImagingOptical Coherence TomographyRetinal AnatomyRetinal ExaminationRetinal Image QualityRetinal ImagingRetinal Signal ProcessingAutomated Retinal Image AnalysisDeep Learning-based Quality AssessmentRetinal Image ProcessingRetinal Image Quality Assessment

References

28

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

Interrater reliability: the kappa statistic

Marry L. McHugh · Biochemia Medica · 2012 · 18.6K citations · Full text

Social Sciences, Psychology, Metrology +14

Interrater reliability: the kappa statistic.

Mary L. McHugh · PubMed · 2012 · 9.2K citations · Full text

Social Sciences, Biostatistics, Metrology +14

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

Davide Chicco, Giuseppe Jurman · BMC Genomics · 2020 · 5.8K citations · Full text

Computing, Computer Science, Data Analytics +12

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.6K citations

Medicine, Computer Science, Ophthalmology +14