Concepedia

Fully Automated 3D Segmentation and Diffeomorphic Medial Modeling of the Left Ventricle Mitral Valve Complex in Ischemic Mitral Regurgitation

Ahmed H. Aly, Pulkit Khandelwal, Abdullah H. Aly, Takayuki Kawashima, Kazuki Mori, Yoshiaki Saito, Judy Hung, Joseph H. Gorman, Alison M. Pouch, Robert C. Gorman,

Medical Image Analysis · 2022 · 14 citations · 26 references

Concepts

MedicineAnatomyCardiologyBiomedical ImagingComputer VisionDiagnostic ImagingCardiac AnatomyCardiac ImagingCardiovascular AnatomyMitral RegurgitationMitral Valve DiseaseVolume SegmentationAtrioventricular Valve AnatomyDiffeomorphic RegistrationEchocardiographic QuantificationHeart Valve ModelingIschemic Mitral RegurgitationLeft Ventricular Volumetric AnalysisMitral Valve Anatomy

References

26

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature Methods · 2020 · 8.6K citations · Full text

Computing, Biomedical Engineering, Computer Science +13

2017 AHA/ACC Focused Update of the 2014 AHA/ACC Guideline for the Management of Patients With Valvular Heart Disease

Rick A. Nishimura, Catherine M Otto, Robert O. Bonow et al. · Journal of the American College of Cardiology · 2017 · 3.3K citations

Medicine, Cardiology, Surgery +14

On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

Gavin C. Cawley, Nicola L. C. Talbot · 2010 · 2K citations

Computing, Data Science, Machine Learning +16

Ischemic Mitral Regurgitation

Francesco Grigioni, Maurice Enriquez‐Sarano, Kenton J. Zehr et al. · Circulation · 2001 · 1.4K citations

Medicine, Cardiology, Internal Medicine +17

Two-Year Outcomes of Surgical Treatment of Severe Ischemic Mitral Regurgitation

Daniel J. Goldstein, Alan J. Moskowitz, Annetine C. Gelijns et al. · New England Journal of Medicine · 2015 · 977 citations · Full text

Medicine, Cardiology, Surgery +13