CV
Only selected publications are listed here. For a complete list, please refer to the PDF version or the Publications tab, or my Google Scholar profile.
Basics
| Name | Hang Jung Ling |
| Label | Ph.D. student |
| hang-jung.ling@insa-lyon.fr | |
| Url | https://hangjung97.github.io/ |
| Summary | A Malaysian in France interested in medical artificial intelligence and cardiac imaging. |
Work
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2024.11 - Present Villeurbanne, FR
Postdoctoral researcher
CREATIS
Supervisors: Dr. Damien Garcia, Prof. Olivier Bernard, and MD–PhD Pierre-Yves Courand
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2021.03 - 2021.08 Villeurbanne, FR
Student researcher
CREATIS
Final year project: Development of an end-to-end 3D U-Net based rib fracture detection algorithm on computed tomography (CT) images
Supervisors: Prof. Voichiţa Maxim and Dr. Théo Leuliet
Education
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2021.10 - 2024.11 Villeurbanne, FR
Ph.D.
INSA Lyon
Physics-guided neural networks for intraventricular vector flow mapping by color Doppler
Supervisors: Dr. Damien Garcia, Prof. Olivier Bernard, and MD–PhD Pierre-Yves Courand
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2020.09 - 2021.08 Villeurbanne, FR
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2016.09 - 2021.08 Villeurbanne, FR
Research interests
| Cardiac imaging | |
| Cardiac blood flow | |
| Echocardiography | |
| MRI |
| Deep learning | |
| Multimodal learning | |
| Physics-informed neural networks | |
| Physics-guided neural networks |
Service and volunteer
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2024 - Present -
2023.06 - 2023.06 Lyon, FR
Student volunteer for conference organization
Functional Imaging and Modeling of the Heart (FIMH)
- Set-up of the venue.
- Recording of keynote and oral presentations.
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2023.04 - 2023.04 Lyon, FR
Student volunteer for summer school organization
Deep Learning for Medical Imaging School (DLMI)
Management of the administrative tasks and organization of the hands-on sessions.
- Set-up of the venue.
- Recording of keynote presentations.
- Tutorial preparation and validation.
- Moderation of hands-on sessions.
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2023 - Present
Awards
- 2021
3-year scholarship for doctoral study
MEGA doctoral school (ED 162), INSA Lyon
- 2015
6-year scholarship for bachelor's and master's degree studies abroad
Malaysian Public Service Department or Jabatan Perkhidmatan Awam (JPA)
The JPA scholarship (loan starting from 2016) is awarded to top Malaysian students who score 9A+ and above in the national pre-university examination, Sijil Pelajaran Malaysia (SPM), or the Malaysian Certificate of Education.
Publications
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2024.07.08 Boosting Cardiac Color Doppler Frame Rates with Deep Learning
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
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2024.06.10 Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
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2023.06.26 Phase Unwrapping of Color Doppler Echocardiography using Deep Learning
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
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2023.06.16 Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use?
Proc. Functional Imaging and Modeling of the Heart (2023)
Skills
| Programming | |
| Python | |
| Matlab | |
| C++ | |
| Java |
| Deep learning | |
| PyTorch | |
| Lightning | |
| Monai | |
| Hydra |
| Web Development | |
| Front-end (HTML, CSS) | |
| JavaScript |
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |
| French | |
| Fluent |
| Malay | |
| Fluent |
References
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Olivier Bernard - Professor, Department of Electrical Engineering, INSA Lyon, France
- Deputy director, CREATIS, Lyon, France
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Damien Garcia INSERM researcher, CREATIS, Lyon, France
damien.garcia@creatis.insa-lyon.fr