Education
Ph.D: IDP laboratory, French National Centre for Scientific Research, Orleans, France
Advisors: Prof. Rachid Jennane and Assoc. Prof. Aladine Chetouani
Thesis: Deep Learning-Based Approaches for Automatic Knee Osteoarthritis Diagnosis
Master/Engineer: Mines de Douai, Douai, France
Information Technology (Score: 12.5/20)
Bachelor: Xidian University, Xi'an, China
Electronic Information Engineering (GPA: 3.5)
Award: Enterprising - Encouragement award (2016)
EXPERIENCE
2023:
- Poster → International Symposium on Biomedical Imaging, Cartagena, Colombia
Subject: A Siamese-based Network For the Detection of Osteopenia in Paediatric Digital X-Rays of the Wrist.
- Speaker → Polytech Tours, Tours, France
Subject: Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee OsteoArthritis Classification.
2022:
- Competitor → University of Szeged, Szeged, Hungary
Team project: Assessment of osteopenia in paediatric digital X-rays of the wrist. (2nd place)
- Speaker → INSA-Bourge axe IV conference, Bourge, France
Subject: Siamese-GAP Network for Early Detection of Knee Osteoarthritis.
- Poster → International Symposium on Biomedical Imaging, Kolkata, India
Subject: Siamese-GAP Network for Early Detection of Knee Osteoarthritis.
2021:
- Speaker → Nouen-les-Fizliers conference, Nouan-le-Fuzelier, France
Subject: Siamese-GAP Network for Early Detection of Knee Osteoarthritis.
2020:
- Intern (6 months) → PRISME laboratory, Polytech Orleans, Orleans, France
Topic: Computer vision-based recognition of cultural heritage degradation.
SKILLS
Technique:
- Python (Pytorch), Matlab, Linux
- CNN, GAN, AE, RNN, etc
Language:
- French - Advanced
- English - Advanced
- Chinese - Native
PUBLICATIONS
- Z. Wang, A. Chetouani, D. Hans, E. Lespessailles and R. Jennane, "Siamese-Gap Network for Early Detection of Knee Osteoarthritis," 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, pp. 1-4, doi:10.1109/ISBI52829.2022.9761626.
- Z. Wang, A. Chetouani, and R. Jennane, "A Siamese-based Network For The Detection of Osteopenia In Paediatric Digital X-Rays of The Wrist," 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, Accept.
- Z. Wang, A. Chetouani, and R. Jennane, "A Confident Labelling Strategy Based on Deep Learning for Improving Early Detection of Knee OsteoArthritis." arXiv preprint arXiv:2303.13203 (2023).
- Z. Wang, A. Chetouani, and R. Jennane, "Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee OsteoArthritis Classification." arXiv preprint arXiv:2302.13336 (2023).
- Z. Wang, A. Chetouani, and R. Jennane, "Transformer with Selective Shuffled Position Embedding using ROI-Exchange Strategy for Early Detection of Knee Osteoarthritis." arXiv preprint arXiv:2304.08364 (2023).
- Z. Wang, A. Chetouani, and R. Jennane, "Patient-specific reconstruction of knee MRI from one corresponding X-ray via deep learning." 2023 IEEE International Conference on Image Processing (ICIP 2023), Under review.