Integrating information from pathological brain MRI into an anatomo-functional model

Bénédicte Batrancourt; Jamal Atif; Olivier Nempont; Elsa Angelini; Isabelle Bloch

Integrating information from pathological brain MRI into an anatomo-functional model

Bénédicte Batrancourt
, Jamal Atif
, Olivier Nempont
, Elsa Angelini
, Isabelle Bloch

CNRS LTCI

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

3 Citations (Scopus)

Abstract

This paper presents a contribution to a large problematic in medicine and neuroscience which consists in integrating information extracted from medical images (MRI) into a global framework (such as electronic patient records or anatomo-functional databases). In this work, we focus on (1) the construction of an anatomo-functional model based on an Attributed Relational Hypergraph representation and (2) the integration into this model of information extracted from cerebral imaging scans, via several segmentation procedures. This model, including information on anatomical structures and their spatial relations, is able to cope with the complexity of anatomy and of MRI data.

Original language	English
Title of host publication	Proceedings of the Fourth IASTED International Conference on Biomedical Engineering
Pages	236-241
Number of pages	6
Publication status	Published - 1 Dec 2006
Externally published	Yes
Event	4th IASTED International Conference on Biomedical Engineering - Innsbruck, Austria Duration: 15 Feb 2006 → 17 Feb 2006

Publication series

Name	Proceedings of the Fourth IASTED International Conference on Biomedical Engineering
Volume	2006

Conference

Conference	4th IASTED International Conference on Biomedical Engineering
Country/Territory	Austria
City	Innsbruck
Period	15/02/06 → 17/02/06

Keywords

Anatomo-functional model
Brain
Hypergraph
Knowledge representation
MRI
Segmentation

Cite this

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title = "Integrating information from pathological brain MRI into an anatomo-functional model",

abstract = "This paper presents a contribution to a large problematic in medicine and neuroscience which consists in integrating information extracted from medical images (MRI) into a global framework (such as electronic patient records or anatomo-functional databases). In this work, we focus on (1) the construction of an anatomo-functional model based on an Attributed Relational Hypergraph representation and (2) the integration into this model of information extracted from cerebral imaging scans, via several segmentation procedures. This model, including information on anatomical structures and their spatial relations, is able to cope with the complexity of anatomy and of MRI data.",

keywords = "Anatomo-functional model, Brain, Hypergraph, Knowledge representation, MRI, Segmentation",

author = "B{\'e}n{\'e}dicte Batrancourt and Jamal Atif and Olivier Nempont and Elsa Angelini and Isabelle Bloch",

year = "2006",

month = dec,

day = "1",

language = "English",

isbn = "0889865787",

series = "Proceedings of the Fourth IASTED International Conference on Biomedical Engineering",

pages = "236--241",

booktitle = "Proceedings of the Fourth IASTED International Conference on Biomedical Engineering",

note = "4th IASTED International Conference on Biomedical Engineering ; Conference date: 15-02-2006 Through 17-02-2006",

}

Batrancourt, B, Atif, J, Nempont, O, Angelini, E & Bloch, I 2006, Integrating information from pathological brain MRI into an anatomo-functional model. in Proceedings of the Fourth IASTED International Conference on Biomedical Engineering. Proceedings of the Fourth IASTED International Conference on Biomedical Engineering, vol. 2006, pp. 236-241, 4th IASTED International Conference on Biomedical Engineering, Innsbruck, Austria, 15/02/06.

Integrating information from pathological brain MRI into an anatomo-functional model. / Batrancourt, Bénédicte; Atif, Jamal; Nempont, Olivier et al.
Proceedings of the Fourth IASTED International Conference on Biomedical Engineering. 2006. p. 236-241 (Proceedings of the Fourth IASTED International Conference on Biomedical Engineering; Vol. 2006).

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

TY - GEN

T1 - Integrating information from pathological brain MRI into an anatomo-functional model

AU - Batrancourt, Bénédicte

AU - Atif, Jamal

AU - Nempont, Olivier

AU - Angelini, Elsa

AU - Bloch, Isabelle

PY - 2006/12/1

Y1 - 2006/12/1

N2 - This paper presents a contribution to a large problematic in medicine and neuroscience which consists in integrating information extracted from medical images (MRI) into a global framework (such as electronic patient records or anatomo-functional databases). In this work, we focus on (1) the construction of an anatomo-functional model based on an Attributed Relational Hypergraph representation and (2) the integration into this model of information extracted from cerebral imaging scans, via several segmentation procedures. This model, including information on anatomical structures and their spatial relations, is able to cope with the complexity of anatomy and of MRI data.

AB - This paper presents a contribution to a large problematic in medicine and neuroscience which consists in integrating information extracted from medical images (MRI) into a global framework (such as electronic patient records or anatomo-functional databases). In this work, we focus on (1) the construction of an anatomo-functional model based on an Attributed Relational Hypergraph representation and (2) the integration into this model of information extracted from cerebral imaging scans, via several segmentation procedures. This model, including information on anatomical structures and their spatial relations, is able to cope with the complexity of anatomy and of MRI data.

KW - Anatomo-functional model

KW - Brain

KW - Hypergraph

KW - Knowledge representation

KW - MRI

KW - Segmentation

UR - https://www.scopus.com/pages/publications/33847217303

M3 - Conference contribution

AN - SCOPUS:33847217303

SN - 0889865787

SN - 9780889865785

T3 - Proceedings of the Fourth IASTED International Conference on Biomedical Engineering

SP - 236

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BT - Proceedings of the Fourth IASTED International Conference on Biomedical Engineering

T2 - 4th IASTED International Conference on Biomedical Engineering

Y2 - 15 February 2006 through 17 February 2006

ER -

Integrating information from pathological brain MRI into an anatomo-functional model

Abstract

Publication series

Conference

Keywords

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