Computer-aided diagnosis via model-based shape analysis: cardiac MR and echo

Keywords

Active appearance model, Principal component analysis, Segmentation, Artificial intelligence, Pattern recognition (psychology)

References

• Automated classification of wall motion abnormalities by principal component analysis of endocardial shape motion patterns in echocardiogramsJohan G. Bosch, Francisca Nijland, Steven C. Mitchell — 2003
• 3-D active appearance models: segmentation of cardiac MR and ultrasound imagesSusan Mitchell, Johan G. Bosch, Boudewijn P. F. Lelieveldt — 2002
• Automatic segmentation of echocardiographic sequences by active appearance motion modelsJohan G. Bosch, Susan Mitchell, Boudewijn P. F. Lelieveldt — 2002
• Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR imagesSusan Mitchell, Boudewijn P. F. Lelieveldt, Rob J. van der Geest — 2001
• A Tutorial on Support Vector Machines for Pattern RecognitionChristopher J. C. Burges — 1998
• Fisher discriminant analysis with kernelsS. Mika, Gunnar Rätsch, Jason Weston — 1999
• Myocardial viability: impact on left ventricular dilatation after acute myocardial infarctionHaran Burri, S Dielbold-Berger, Dominique A. Didier — 2002
• A Unified Framework for Atlas Matching Using Active Appearance ModelsCootes, Beeston, Edwards — 1999
• Time-Continuous Segmentation of Cardiac Image Sequences Using Active Appearance Motion ModelsB. Lelieveldt, S. Mitchell, J. Bosch — 2001

Cited by

• Automated contour detection in echocardiographic imagesJohan G. Bosch — 2006
• Generative Interpretation of Medical ImagesMikkel B. Stegmann, Bjarne Kjær Ersbøll, Rasmus Larsen — 2004
• Computer-aided diagnosis via model-based shape analysis: automated classification of wall motion abnormalities in echocardiograms.Johan G. Bosch, Francisca Nijland, Steven C. Mitchell — 2005
• Computer-aided Detection of Wall Motion Abnormalities in Cardiac MRIAvan Suinesiaputra — 2002
• Open architecture computer‐aided diagnosis systemEwa Piętka, Jacek Kawa, Paweł Badura — 2010
• Role of radiologists in CAD life-cycle.Ewa Piętka, Jacek Kawa, Dominik Spińczyk — 2011
• Fully convolutional multi‐scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiersMahendra Khened, Varghese Alex Kollerathu, Ganapathy Krishnamurthi — 2018
• Automated Modular Magnetic Resonance Imaging Clinical Decision Support System (MIROR): An Application in Pediatric Cancer DiagnosisNiloufar Zarinabad, Emma M. Meeus, Karen Manias — 2018
• Automated Modular Magnetic Resonance Imaging Clinical Decision Support System (MIROR): An Application in Pediatric Cancer Diagnosis (Preprint)Niloufar Zarinabad, Emma M. Meeus, Karen Manias — 2017
• Machine Vision Online MeasurementsXiaobo Zou, Jiewen Zhao — 2015
• Literature Review and Proposed Framework on CAD: Automated Cardiac MR Images Segmentation and ClassificationJulius Then, V. Raman, H. Then — 2012

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