Automatic ventricle detection in Computed Tomography Pulmonary Angiography

Proceedings - International Symposium on Biomedical Imaging

Volumn 2015-July, Issue , 2015, Pages 1143-1146

  Rodriguez Lopez, Sara ^a   Jimenez Carretero, Daniel ^a   Estepar, Raul San Jose ^b   Moreno, Eduardo Fraile ^c   Kumamaru, Kanako K ^b   Rybicki, Frank J ^b   Ledesma Carbayo, Maria J ^a   Gonzalez, German ^b,d  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

^b BRIGHAM AND WOMEN S HOSPITAL   (United States)

^c Unidad Central de Radiodiagnóstico   (Spain)

^d MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

CTPA; Detection; Heart Ventricle; HOG

Indexed keywords

ANGIOGRAPHY; COMPUTERIZED TOMOGRAPHY; ERROR DETECTION; IMAGE ENHANCEMENT; OBJECT DETECTION;

ANATOMIC STRUCTURES; CLINICAL SETTINGS; CTPA; DIFFERENT PROTOCOLS; HEART VENTRICLES; PULMONARY EMBOLISM; SIZE AND POSITION; USER INTERACTION;

MEDICAL IMAGING;

EID: 84944314857     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2015.7164074     Document Type: Conference Paper

References (10)

1. Kunio Doi, "Computer-aided diagnosis in medical imaging: historical review, current status and future potential," Computerized medical imaging and graphics, vol. 31, no. 4-5, pp. 198-211, 2007.
2. Vittorio Pengo, Anthonie WA Lensing, et al., "Incidence of chronic thromboembolic pulmonary hypertension after pulmonary embolism," New England Journal of Medicine, vol. 350, no. 22, pp. 2257-2264, 2004.
3. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, 2005, vol. 1, pp. 886-893.
4. Eric Nowak, Frédéric Jurie, and Bill Triggs, "Sampling strategies for bag-of-features image classification," in Computer Vision-ECCV 2006, pp. 490-503. Springer, 2006.
5. Pedro F Felzenszwalb and Daniel P Huttenlocher, "Pictorial structures for object recognition," International Journal of Computer Vision, vol. 61, no. 1, pp. 55-79, 2005.
6. Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, and Dorin Comaniciu, "Automatic left ventricle detection in MRI images using marginal space learning and component-based voting," in SPIE Medical Imaging. International Society for Optics and Photonics, 2009, pp. 725906-725906.
7. Marius Erdt, Oliver Knapp, Klaus Drechsler, and Stefan Wesarg, "Region detection in medical images using HOG classifiers and a body landmark network," in SPIE Medical Imaging. International Society for Optics and Photonics, 2013, pp. 867004-867004.
8. Pedro F Felzenszwalb, Ross B Girshick, David McAllester, and Deva Ramanan, "Object detection with discriminatively trained part-based models," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 32, no. 9, pp. 1627-1645, 2010.
9. K. K. Kumamaru, A. R. Hunsaker, N. Wake, M. T. Lu, J. Signorelli, A. Bedayat, and F. J. Rybicki, "The variability in prognostic values of right ventricular-to-left ventricular diameter ratios derived from different measurement methods on computed tomography pulmonary angiography: A patient outcome study," J Thorac Imaging, vol. 27, no. 5, pp. 331-336, Sep 2012.
10. JH Reid and JT Murchison, "Acute right ventricular dilatation: A new helical CT sign of massive pulmonary embolism," Clinical radiology, vol. 53, no. 9, pp. 694-698, 1998.