Interactive whole-heart segmentation in congenital heart disease

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 9351, Issue , 2015, Pages 80-88

  Pace, Danielle F ^a   Dalca, Adrian V ^a   Geva, Tal ^b,c   Powell, Andrew J ^b,c   Moghari, Mehdi H ^b,c   Golland, Polina ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b BOSTON CHILDREN S HOSPITAL   (United States)

^c HARVARD MEDICAL SCHOOL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CARDIOLOGY; DISEASES; MEDICAL COMPUTING; MEDICAL IMAGING;

ANATOMICAL VARIABILITY; ATLAS-BASED SEGMENTATION; CONGENITAL HEART DEFECTS; CONGENITAL HEART DISEASE; EPICARDIAL SURFACES; INTERACTIVE ALGORITHMS; INTERACTIVE SEGMENTATION METHODS; WHOLE HEART SEGMENTATIONS;

HEART;

EID: 84951818219     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-24574-4_10     Document Type: Conference Paper

References (15)

1. Albà, X., Lekadir, K., Hoogendoorn, C., Pereanez, M., Swift, A.J., Wild, J.M., Frangi, A.F.: Reusability of statistical shape models for the segmentation of severely abnormal hearts. In: Camara, O., Mansi, T., Pop, M., Rhode, K., Sermesant, M., Young, A. (eds.) STACOM 2014. LNCS, vol. 8896, pp. 257–264. Springer, Heidelberg (2015)
2. Chyzhyk, D., Dacosta-Aguayo, R., Mataró, M., Graña, M.: An active learning approach for stroke lesion segmentation on multimodal MRI data. Neurocomputing 150(A), 26–36 (2015)
3. Coupé, P., Manjón, J.V., Fonov, V., Pruessner, J., Robles, M., Collins, D.L.: Patchbased segmentation using expert priors: Application to hippocampus and ventricle segmentation. NeuroImage 54(2), 940–954 (2011)
4. Jacobs, S., Grunert, R., Mohr, F.W., Falk, V.: 3D-Imaging of cardiac structures using 3D heart models for planning in heart surgery: A preliminary study. Interact. Cardiovasc. Thorac. Surg. 7(1), 6–9 (2008)
5. Mahapatra, D., Schüffler, P.J., Tielbeek, J.A.W., Vos, F.M., Buhmann, J.M.: Semisupervised and active learning for automatic segmentation of Crohn’s disease. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part II. LNCS, vol. 8150, pp. 214–221. Springer, Heidelberg (2013)
6. Rousseau, F., Habas, P., Studholme, C.: A supervised patch-based approach for human brain labeling. IEEE Trans. Med. Imaging 30(10), 1852–1862 (2011)
7. Schmauss, D., Haeberle, S., Hagl, C., Sodian, R.: Three-dimensional printing in cardiac surgery and interventional cardiology: A single-centre experience. Eur. J. Cardio.-Thorac. 47(6), 1044–1052 (2015)
8. Settles, B.: Active Learning. Morgan & Claypool Publishers, San Rafael (2012)
9. Shi, W., Zhuang, X., Wang, H., Duckett, S., Oregan, D., Edwards, P., Ourselin, S., Rueckert, D.: Automatic segmentation of different pathologies from cardiac cine MRI using registration and multiple component EM estimation. In: Metaxas, D.N., Axel, L. (eds.) FIMH 2011. LNCS, vol. 6666, pp. 163–170. Springer, Heidelberg (2011)
10. Top, A., Hamarneh, G., Abugharbieh, R.: Active learning for interactive 3D image segmentation. In: Fichtinger, G., Martel, A., Peters, T. (eds.) MICCAI 2011, Part III. LNCS, vol. 6893, pp. 603–610. Springer, Heidelberg (2011)
11. Valverde, I., Gomez, G., Gonzalez, A., Suarez-Mejias, C., Adsuar, A., Coserria, J.F., Uribe, S., Gomez-Cia, T., Hosseinpour, A.R.: Three-dimensional patientspecific cardiac model for surgical planning in Nikaidoh procedure. Cardiol. Young 25(4), 698–704 (2014)
12. Veeraraghavan, H., Miller, J.: Active learning guided interactions for consistent image segmentation with reduced user interactions. In: IEEE International Symposium on Biomedical Imaging, pp. 1645–1648. IEEE Press, New York (2011)
13. Wang, B., Liu, K.W., Prastawa, K.M., Irima, A., Vespa, P.M., et al.: 4D active cut: An interactive tool for pathological anatomy modeling. In: IEEE International Symposium on Biomedical Imaging, pp. 529–532. IEEE Press, New York (2014)
14. Yifrah, S., Zadicario, E., Ju, T., Cohen-Or, D.: An algorithm for suggesting delineation planes for interactive segmentation. In: IEEE International Symposium on Biomedical Imaging, pp. 361–364. IEEE Press, New York (2014)
15. Zhuang, X.: Challenges and methodologies of fully automatic whole heart segmentation: A review. J. Healthc. Eng. 4(3), 371–408 (2013)