Vanessa Gonzalez
Technical University of Munich
Informatics 16 - Chair of Computer Aided Medical Procedures (Prof. Navab)
Postal address
Postal:
Boltzmannstr. 3
85748 Garching b. München
-- PhD student - Cotutelle Ecole Centrale de Nantes and Techniche universitat Munchen UMR_6004 Laboratoire des Sciences du Numérique de Nantes (LS2N), Bureau S311 Tel. : +33 (0)2 40 37 69 36
Contact
Research Interests
- Computed-aid diagnosis for countries in development
- 3D ultrasound Segmnetation/Reconstruction/Tracking
- Ultrasound Explainability
- Medical datasets creation
- MONAI contributions
Teaching
Courses taught in Germany: Technische University of Munich
- PMSD: Project Course: Project Managment and Software Development for Medical Applications (WS 2022/23)
- IGH: Innovation generation in the healthcare domain (WS 2022/23)
Courses taught in France: Ecole Centrale Nantes
- Biomedical imaging- ARTIN-APSTA (Artificial intelligence) by Professor Diana Mateus. Master Students.
- https://www.ec-nantes.fr/engineering-programme-diplome-dingenieur/course-specialisations-yrs-23/data-analysis-and-applications-in-signal-and-image-processing
- CCUBE and Multu-sensor data analysis (Sensors monitoring and control) by Professor Eric Le-Carpentier and Said Moussaoui. Bachelor Students.
- https://www.ec-nantes.fr/engineering-programme-diplome-dingenieur/course-specialisations-yrs-23/engineering-programme-years-2-and-3
Here is a list of current supervised projects:
| Semester | Type | Topic | By | Material |
|---|---|---|---|---|
| 2024 SS | Master's Thesis | Robotic ultrasound guidance for Hand scanning | B. Yeşilkaynak | |
| 2024 SS | Master's Thesis | Robotic ultrasound guidance for Hand scanning | C. Cagnetta | |
| 2024 SS | Bachelor's Thesis | Video label propagation on Leprosy Nerve ultrasounds | J. Jostan | |
| 2023 WS | Guided Research | Robot modeling for Hand ultrasound scanning | L. Zirus, J. Schulz |
Previos supervised projects:
| Semester | Type | Topic | By | Material |
|---|---|---|---|---|
| 2023 SS/WS | Bachelor's Thesis | Attention of Neural Networks for Ultrasound Segmentation | A. Marquardt | |
| 2023 SS/WS | Bachelor's Thesis | Comparing a New Implementation of SegFormer to UNet for Pathological Scan Segmentation | C. Hölzle | |
| 2023 SS | Bachelor's Thesis | Attention of Neural Networks for Ultrasound Segmentation | L. Zirus | |
| 2023 SS | CAP | AI methods for Leprosy video segmentation | L. Hartmann, L.Dvorsek, K. Miller, M. Beckel, P. Erhardt, J. Koch, J. Kleine, P. Volk, | |
| 2022 WS | CAP | Monai Contributions: Quicknat, Daf3D | C. Hölzle, A. Marquardt | |
| 2022 WS | PMSD project | Confidence maps: Monai | B. Yeşilkaynak | |
| 2022 WS | CAP | DeepAtlas using MONAI for ultrasound segmentation | L. Zirus | |
| 2022 SS | CAP | How to setup a challenge | L. Paul | |
| 2022 SS | CAP/ Guided research | Implementation of IFSS-Net with Pytorch and MONAI | P. Kister | |
| 2022 SS | CAP | MonaiLabel plugin for Imfusion C++ software | M. Helmut | |
| 2022 SS | CAP | MonaiLabel for spine segmentation | C. Szemzö, T. Nguyen |