Monica
Crubézy
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Background
I was born on March 7th, 1972, in Fontenay-aux-Roses, a small town within
the southern suburbs of Paris, France. I went to school there and to Lycee
Marie-Curie in Sceaux, France, later on.
Then, I spent five years at Ecole
Polytechnique Feminine (E.P.F.), also
in Sceaux, and received an engineering degree in Computer Sciences
in 1994.
As I thought that was not enough, I pursued a M.Sc.
degree in Artificial
Intelligence and Pattern Recognition from University Pierre et Marie
Curie, Paris, France, in 1995.
Finally, I decided that I needed more sunshine, so I moved to Nice, a big
town in the South-Est of France. I am currently in my third year of Ph.D.
studies at INRIA Sophia
Antipolis, France, within the ORION
research team, which main research topics are program supervision
and image interpretation. |
My detailed curriculum vitae can be
found here:
(postscript format, size: 175 Ko)
Monica.Crubezy@sophia.inria.fr
URL:
http://www.inria.fr/orion/personnel/Monica.Crubezy/
Ph.D. research subject
Knowledge-based Program
Supervision for Medical Image Processing
Key words of interest
Artificial intelligence: program supervision, knowledge-based systems,
knowledge representation, planning, problem-solving, knowledge sharing
and reuse.
Medical imaging: medical image processing, computer-aided diagnosis,
radiological workstations.
Miscellaneous: software reuse, distributed applications, human-machine
interfaces.
Briefly
However powerful, up-to-date medical
image processing (MIP) methods require many different skills
to be used appropriately: this crucially restricts
their diffusion among health-care professionals (HCPs). Within
this concern, my Ph.D. work aims at providing
HCPs with means to benefit from research-level MIP software, by
coupling it with knowledge-based
program supervision techniques. Program supervision
(PS) intends to automate the management
of the low-level decisions involved in the
use of programs, such
as appropriate program choice and organisation,
parameter setting, execution control or the handling of methodological
details.
My work relies on a formalisation
of the expert knowledge and reasoning process
involved in the use of MIP, both from
medical and methodological points of view. Within the framework
of the LAMA platform developed in the
team, I have designed a PS system for MIP: the Medical
Image processing Assistant (MedIA). It integrates the necessary concepts
for MIP supervision: 1) a hybrid PS method, mixing skeletal-plan refinement
and reactive adaptation, and 2) a description of data and domain objects
structured with different perspectives.
As a basis for my work, I study two applications,
that are different approaches to MIP. The first study concerns
the Factor Analysis of Medical Image
Sequences (FAMIS) method, used to estimate
physiological functions that underly NM/MRI dynamic
sequences, in
close collaboration with Florent
Aubry and Virginie Chameroy at INSERM
Unit 494 (Quantitative medical imaging, directed by Pr.
Todd-Pokropek), Paris, France. An extension of this work is in progress,
in collaboration with CERMEP-CREATIS,
within the Hospital for Neuro-cardiology, Lyon, France, to
characterise myocardic perfusion on dynamic sequences of PET or MRI images.
The second study concerns an application of brain
anatomic segmentation on 3D MRI images based on computer vision methods
(mainly mathematical morphology), in collaboration with Gregoire
Malandain, from the EPIDAURE
team, INRIA Sophia Antipolis.
Publications
Thonnat, M., Moisan,
S., and Crubézy, M. Experience in Integrating
Image Processing Programs.To be published in
ICVS'99, International Conference on Computer
Vision Systems, Las Palmas, Canary Islands, January 1999.
Crubézy,
M., Marcos, M., Moisan, S. Experiments in Building Program Supervision
Engines from Reusable Components.
in ECAI'98 Workshop on Applications of Ontologies
and Problem-Solving Methods, pp. 44-53, Brighton, UK, August 1998. (link
to workshop)
Crubézy,
M., Aubry, F., Moisan, S., Chameroy, V., Thonnat, M. and Di Paola, R. Managing
complex processing of medical image sequences by program supervision
techniques, in SPIE Medical Imaging 1997, vol.
3035-85, pp. 614-625, Newport Beach, CA, February 1997. (available
in gzipped postscript)
Crubézy,
M., Moisan, S., Aubry, F., van den Elst, J. and Chameroy, V. Program
Supervision in Medical Imagery, in 8th
Australian joint conference on Artificial Intelligence (AI'95), Applications
Stream, pp. 32-40, Canberra, Australia, November 1995. (available
in gzipped postscript)
Crubézy,
M. : Evaluation d'un système de pilotage de programmes pour le
traitement de séquences d'images
médicales, Rapport de DEA, Université
Paris 6 (Pierre et Marie-Curie), Septembre 1995. (MSc.
report - available in french in gzipped postscript)
Other
interests
Associative activity
As a member of INRIA PhD students' association (ATS),
I was elected representative of the 110 students
of Sophia Antipolis research unit, in 1995-96. ATS is linked to the departmental
young researchers' association (AJC06),
the local member of the french research students' association (CEC).
Hobbies
Sports-like: I
go jogging nearly regularly, and I have been attending contemporary dance
courses for ages now. I also ride a horse from time to time.
Art: I love visiting
museums and art galleries. I sometimes draw and paint myself.
More art: I also
like to follow the movie activity and appreciate musical concerts, from
opera to rock, via jazz !
Miscellaneous
bookmarks
Monica Crubézy
INRIA - Projet Orion
2004 route des Lucioles, B.P. 93
06 902 Sophia Antipolis - Cédex
France
Tel: (+33) (0)4 92 38 78 12 (/76 57)
Fax: (+33) (0)4 92 38 79 39
Monica.Crubezy@sophia.inria.fr |
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