Generation of 3D canonical anatomical models: An experience on carpal bones

Imon Banerjee; Hamid Laga; Giuseppe Patanè; Sebastian Kurtek; Anuj Srivastava; Michela Spagnuolo

doi:10.1007/978-3-319-23222-5_21

Generation of 3D canonical anatomical models: An experience on carpal bones

Imon Banerjee, Hamid Laga, Giuseppe Patanè, Sebastian Kurtek, Anuj Srivastava, Michela Spagnuolo

Diagnostic Radiology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The paper discusses the initial results obtained for the generation of canonical 3D models of anatomical parts, built on real patient data. 3D canonical models of anatomy are key elements in a computerassisted diagnosis; for instance, they can support pathology detection, semantic annotation of patient-specific 3D reconstructions, quantification of pathological markers. Our approach is focused on carpal bones and on the elastic analysis of 3D reconstructions of these bones, which are segmented from MRI scans, represented as 0-genus triangle meshes, and parameterized on the sphere. The original method [8] relies on a set of sparse correspondences, defined as matching vertices. For medical applications, it is desirable to constrain the mean shape generation to set-up the correspondences among a larger set of anatomical landmarks, including vertices, lines, and areas. Preliminary results are discussed and future development directions are sketched.

Original language	English (US)
Title of host publication	New Trends in Image Analysis and Processing – ICIAP 2015 Workshops - ICIAP 2015 International Workshops BioFor, CTMR, RHEUMA, ISCA, MADiMa SBMI, and QoEM, Proceedings
Editors	Carlo Sansone, Enrico Puppo, Vittorio Murino, Diego Sona, Marco Cristani
Publisher	Springer Verlag
Pages	167-174
Number of pages	8
ISBN (Print)	9783319232218
DOIs	https://doi.org/10.1007/978-3-319-23222-5_21
State	Published - 2015
Event	18th International Conference on Image Analysis and Processing, ICIAP 2015 BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM - Genoa, Italy Duration: Sep 7 2015 → Sep 8 2015

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9281
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	18th International Conference on Image Analysis and Processing, ICIAP 2015 BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM
Country/Territory	Italy
City	Genoa
Period	9/7/15 → 9/8/15

Keywords

Carpal bones
Mean shape
Medical data
Shape analysis

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-23222-5_21

Cite this

Banerjee, I., Laga, H., Patanè, G., Kurtek, S., Srivastava, A., & Spagnuolo, M. (2015). Generation of 3D canonical anatomical models: An experience on carpal bones. In C. Sansone, E. Puppo, V. Murino, D. Sona, & M. Cristani (Eds.), New Trends in Image Analysis and Processing – ICIAP 2015 Workshops - ICIAP 2015 International Workshops BioFor, CTMR, RHEUMA, ISCA, MADiMa SBMI, and QoEM, Proceedings (pp. 167-174). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9281). Springer Verlag. https://doi.org/10.1007/978-3-319-23222-5_21

Generation of 3D canonical anatomical models: An experience on carpal bones. / Banerjee, Imon; Laga, Hamid; Patanè, Giuseppe et al.
New Trends in Image Analysis and Processing – ICIAP 2015 Workshops - ICIAP 2015 International Workshops BioFor, CTMR, RHEUMA, ISCA, MADiMa SBMI, and QoEM, Proceedings. ed. / Carlo Sansone; Enrico Puppo; Vittorio Murino; Diego Sona; Marco Cristani. Springer Verlag, 2015. p. 167-174 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9281).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Banerjee, I, Laga, H, Patanè, G, Kurtek, S, Srivastava, A & Spagnuolo, M 2015, Generation of 3D canonical anatomical models: An experience on carpal bones. in C Sansone, E Puppo, V Murino, D Sona & M Cristani (eds), New Trends in Image Analysis and Processing – ICIAP 2015 Workshops - ICIAP 2015 International Workshops BioFor, CTMR, RHEUMA, ISCA, MADiMa SBMI, and QoEM, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9281, Springer Verlag, pp. 167-174, 18th International Conference on Image Analysis and Processing, ICIAP 2015 BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM, Genoa, Italy, 9/7/15. https://doi.org/10.1007/978-3-319-23222-5_21

Banerjee I, Laga H, Patanè G, Kurtek S, Srivastava A, Spagnuolo M. Generation of 3D canonical anatomical models: An experience on carpal bones. In Sansone C, Puppo E, Murino V, Sona D, Cristani M, editors, New Trends in Image Analysis and Processing – ICIAP 2015 Workshops - ICIAP 2015 International Workshops BioFor, CTMR, RHEUMA, ISCA, MADiMa SBMI, and QoEM, Proceedings. Springer Verlag. 2015. p. 167-174. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-23222-5_21

Banerjee, Imon ; Laga, Hamid ; Patanè, Giuseppe et al. / Generation of 3D canonical anatomical models : An experience on carpal bones. New Trends in Image Analysis and Processing – ICIAP 2015 Workshops - ICIAP 2015 International Workshops BioFor, CTMR, RHEUMA, ISCA, MADiMa SBMI, and QoEM, Proceedings. editor / Carlo Sansone ; Enrico Puppo ; Vittorio Murino ; Diego Sona ; Marco Cristani. Springer Verlag, 2015. pp. 167-174 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Generation of 3D canonical anatomical models: An experience on carpal bones

Abstract

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Keywords

ASJC Scopus subject areas

Access to Document

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