Jérôme Schmid

Jérôme Schmid

Professeur HES ordinaire

Technique en radiologie médicale

  • Profil
  • Enseignements
  • Publications
  • Projets Ra&D

Contact

jerome.schmid@hesge.ch

Haute école de santé - Genève
Avenue de Champel 47, 1206 Genève, CH

Présentation

Prof. Jérôme Schmid has been working for many years in medical image processing and understanding, focusing on segmentation and registration. He specialized in physically-based deformable models applied to the modeling of the human musculoskeletal system. Prof. Schmid also explored the combination of deformable models with machine learning, as well as the use of deep learning for computer-assisted diagnosis such as bone fracture recognition in wrist radiographs, Parkinson’s disease detection in SPECT imaging or breast lesion detection in dynamic MRI. Application of artificial intelligence for pedagogic purpose were also explored by his team when devising the AIRx training prototype to simulate the realistic generation of radiographs.

Since 2011, Prof. Schmid and his team at HES-SO have built up a strong expertise in computer-assisted diagnosis and image-guided surgery in several research projects funded by public and private sectors, including the Swiss National Science Foundation, the Swiss Innovation Agency and various swiss foundations.

Liens

Orcid
ResearchGate
Scholar.google.fr

Compétences

Imagerie médicale Artificial Intelligence (AI) Traitement d'images Digital image processing Signal Processing (Images/Video) Computer vision Machine Learning

Domaine : Santé
Filière principale : Technique en radiologie médicale

MSc HES-SO/UNIL en Sciences de la santé - HES-SO Master

Intelligence artificielle et médecine assistée par ordinateur

Acquisition et post-traitement des images radiologiques

Systèmes informatisés de santé

Mathématiques appliquées à l'imagerie radiologique

BSc HES-SO en Technique en radiologie médicale - Haute école de santé - Genève

Propriétés de l'image numérique

Reconstruction, traitement et visualisation d'images radiologiques

Etude de cas multimodalités

Méthodologie de recherche

Intelligence artificielle et médecine assistée par ordinateur

37 publications

X-ray imaging detector for radiological applications adapted to the context and requirements of low- and middle-income countries

Chavarria, M. A., Huser, M. , Blanc, S. , Monnin, P. , Schmid, J., Chênes, C. , Assassi, L. , Blanchard, H., Sahli, R., Thiran, J. P. , Salathé, R. , Schönenberger, K.

( ). X-ray imaging detector for radiological applications adapted to the context and requirements of low- and middle-income countries. Review of Scientific Instruments, 93 (3) , 17 pages.

https://doi.org/10.1063/5.0077985


Auteur(s) : Jérôme Schmid, Christophe Chênes

Journal Article

A new 2D-3D registration gold-standard dataset for the hip joint based on uncertainty modeling

D’Isidoro, F., Chênes, C., Ferguson, S.J., Schmid, J.

( ). A new 2D-3D registration gold-standard dataset for the hip joint based on uncertainty modeling. Medical Physics , 48 (10) , 5991-6006.

https://doi.org/10.1002/mp.15124


Auteur(s) : Jérôme Schmid, Christophe Chênes

Journal Article

Revisiting contour-driven and knowledge-based deformable models : application to 2D-3D proximal femur reconstruction from X-ray images

Schmid, J. , Chênes, C.

( ). Revisiting contour-driven and knowledge-based deformable models : application to 2D-3D proximal femur reconstruction from X-ray images : Proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2021.

http://doi.org/10.1007/978-3-030-87231-1_44


Auteur(s) : Jérôme Schmid, Christophe Chênes

Conference Paper

Deformable multisurface segmentation of the spine for orthopedic surgery planning and simulation

Haq, R., Schmid, J. , Borgie, R. , Cates, J. , Audette, M.

( ). Deformable multisurface segmentation of the spine for orthopedic surgery planning and simulation. Journal of Medical Imaging, 7 (1) , 1-37.

https://doi.org/10.1117/1.JMI.7.1.015002


Auteur(s) : Jérôme Schmid

Journal Article

Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration

Damopoulos, D., Lerch, T. D., Schmaranzer, F., Tannast, M., Chênes, C., Zheng, G., Schmid, J.

( ). Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration. International Journal of Computer Assisted Radiology and Surgery, 14 (3) , 545-561.

https://doi.org/10.1007/s11548-018-1899-z


Auteur(s) : Christophe Chênes, Jérôme Schmid

Journal Article

An automated segmentation framework for nasal computational fluid dynamics analysis in computed tomography

Huang, R., Nedanoski, A., Fletcher, D. F., Singh, N., Schmid, J., Young, P. M. , Stow, N., Bi, L., Traini, D., Wong, E., Phillips, C. L., Grunstein, R. R. , Kin, J.

( ). An automated segmentation framework for nasal computational fluid dynamics analysis in computed tomography. Computers in biology and medicine, 115 , 1-8.

https://doi.org/10.1016/j.compbiomed.2019.103505


Auteur(s) : Jérôme Schmid

Journal Article

Towards a deformable multi-surface approach to ligamentous spine models for predictive simulation-based scoliosis surgery planning

Audette, M. A., Schmid, J., Goodmurphy, C., Polanco, M., Bawab, S., Tapp, A., St-Clair, H. S.

( ). Towards a deformable multi-surface approach to ligamentous spine models for predictive simulation-based scoliosis surgery planning : Proceedings of MICCAI Computational Methods and Clinical Applications for Spine Imaging, Granada, Spain, Lecture Notes for Computer Science (LNCS).

https://doi.org/10.1007/978-3-030-13736-6_8


Auteur(s) : Jérôme Schmid

Conference Paper

Analysis of hip range of motion in everyday life: a pilot study

Charbonnier, C., Chague, S., Schmid, J., Kolo, F. C., Bernardoni, M., Christofilopoulos, P.

( ). Analysis of hip range of motion in everyday life: a pilot study. Hip International, 25 (1) , 82-90.

https://doi.org/10.5301/hipint.5000192


Auteur(s) : Jérôme Schmid

Journal Article

MyHip: supporting planning and surgical guidance for a better total hip arthroplasty : A pilot study

Schmid, J., Chenes, C., Chague, S., Hoffmeyer, P., Christofilopoulos, P., Bernardoni, M., Charbonnier, C.

( ). MyHip: supporting planning and surgical guidance for a better total hip arthroplasty : A pilot study. International Journal of Computer Assisted Radiology and Surgery, 10 (10) , 1547-56.

https://doi.org/10.1007/s11548-015-1177-2


Auteur(s) : Jérôme Schmid, Christophe Chênes

Journal Article

MyHip: personalized planning and surgical guidance in total hip arthroplasty

Schmid, J., Chênes, C., Chagué, S., Christofilopoulos, P., Charbonnier, C., Bernardoni, M.

( ). MyHip: personalized planning and surgical guidance in total hip arthroplasty : Proc. of Swiss Congress for Health Professions (SCHP) Bern, Switzerland.


Auteur(s) : Jérôme Schmid, Christophe Chênes

Conference Paper