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- | <html> <div class="pageTitle"> Scientific Activities </div></html> | + | <html> <div class="pageTitle"> Research Activities </div></html> |
- | MediCIS - UMR U1099 LTSI activities concern the development of new information science algorithms dedicated to the study of modeling approaches for model guided surgery and interventions. | + | MediCIS - UMR U1099 LTSI activities concern the development of new information science algorithms dedicated to the study of modeling approaches for model guided surgery and interventions. It aims at **improving surgical quality** by means of **surgical decision and performance support** and **surgical skill evaluation and training**. |
- | {{ :mgssystems2.gif?400}} | ||
====== General Methodological Objectives ====== | ====== General Methodological Objectives ====== | ||
- | Our objective is to study methods for modelling and analysis surgical and interventional knowledge and processes allowing the development of a new generation of computer assisted surgical (CAS) systems with full decision-making support. In this context, we are addressing the general problems of conception of **the surgical room of the future**. We address the issue of modelling through two complementary approaches: numeric with data fusion inspired approaches and symbolic with conceptual modelling and formal ontologies. | + | {{:sds2020.001.jpeg?600|Our approach for surgical data science}}<html><br></html> |
+ | Our objective is to study methods for modelling and analysis surgical and interventional knowledge and processes allowing the development of a new generation of computer assisted surgical (CAS) systems with full decision-making support. In this context, we are addressing the general problems of conception of **the surgical room of the future**. We address the issue of modelling relying on the [[https://www.nature.com/articles/s41551-017-0132-7.epdf?shared_access_token=j-PFv8jY7hCUiQt79CCITNRgN0jAjWel9jnR3ZoTv0N9Xfj1RzhQDVxo6_1L34HRKUkkxoEvYNN5GLPkydk5FJ2B7f7Bw-YwfNNkeV67Uqa-fJtccgSUFtytexSCj-z2xvWzJ8R1D_pVfamTrlge9iBMogFGXvG_EtLr8nKLUkk%3D|Surgical Data Science]] methodology. | ||
- | * [[:activities:theme1|more details on Numerical Modeling approaches for Model guided Surgery]] | ||
- | * [[:activities:theme3|more details on Symbolic Modeling approaches for Model guided Surgery]] | ||
- | ====== General Application Domains ====== | + | ====== Clinical Applications ====== |
- | Main clinical applications are on cranial and spinal surgery with special focus on functional neurosurgery (such as Deep Brain Stimulation), surgery of brain tumors, spinal surgery, and interventional neuroradiolog Image Guided Neurosurgery through the integration of new intra-operative sensors and the semantic modeling of surgical procedures. More generally, our application objectives concern epilepsy, neuro-degenerative brain diseases, brain vascular diseases, Deep Brain Stimulation, and tumor surgery. | + | Cranial and spinal surgery. Functional neurosurgery (such as Deep Brain Stimulation). Surgery of brain tumors. Gynecological surgery. Orthopaedics surgery. ENT surgery. Eye surgery. Laparoscopic surgery. |
- | ====== Research projects ====== | + | ====== Keywords ====== |
- | * [[:activities:theme1:msds|Model based surgical decision support]] | + | Surgical Data Science, Artificial Intelligence, Surgical Quality, Patient Safety, Computer Assisted Surgery, Surgical Robotics, Surgical Training, Surgical Evaluation, Non technical surgical skills, Ontology, Semantic Modeling, Machine and Deep Learning, Image guided Surgery, Surgical Process Models, Knowledge Modeling, Surgical Workflow, Operating Room of the Future |
- | * [[:activities:theme1:mgdbs|Model guided deep brain stimulation]] | + | |
- | * [[:activities:theme1:spm|Surgical Procedural Knowledge Modeling]] | + | |
- | * [[:activities:theme1:cmcfo|Conceptual modeling and creation of formal ontologies]] | + | |
- | * [[:activities:theme1:spm|Surgical competencies evaluation and training]] | + | |
- | ====== Previous research projects ====== | + | ====== Main Axes ====== |
- | * [[:activities:theme1:projects|Image guided neurosurgery]] | + | ^ [[activities:SET|Surgical evaluation and training]] ^ [[activities:SPA|Surgical planning and assistance]] ^ |
- | * [[:activities:theme3:projects|Management of information in neuroimaging]] | + | | [[activities:SET|{{ |
+ | :activities:set.png?300| }}]] | [[activities:SPA|{{ | ||
+ | :activities:spa.png?300| }}]] | | ||
- | ====== Keywords ====== | ||
- | Surgical Quality, Patient Safety, Computer Assisted Surgery, Surgical Training, Surgical Evaluation, Non technical surgical skills, Ontology, Semantic Modeling, Image guided Surgery, Machine learning, Surgical Process Models, Knowledge Modeling, Surgical Workflow |