Didier Hans

According to our database, Didier Hans authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Confidence-Driven Deep Learning Framework for Early Detection of Knee Osteoarthritis.

Zhe Wang, Aladine Chetouani, Yung Hsin Chen, Yuhua Ru, Fang Chen, Mohamed Jarraya, Fabian Bauer, Liping Zhang, Didier Hans, Rachid Jennane

IEEE Trans. Biomed. Eng., February, 2026

From physics-informed guidance to progressive distillation: A dual-stage diffusion framework for brain MRI super-resolution.

Zhe Wang, Yuhua Ru, Aladine Chetouani, William Ewing Palmer, Fabian Bauer, Fang Chen, Liping Zhang, Didier Hans, Rachid Jennane, Mohamed Jarraya, Yung Hsin Chen

Knowl. Based Syst., 2026

2025

Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading.

Zhe Wang, Yuhua Ru, Aladine Chetouani, Tina Shiang, Fang Chen, Fabian Bauer, Liping Zhang, Didier Hans, Rachid Jennane, William Ewing Palmer, Mohamed Jarraya, Yung Hsin Chen

CoRR, June, 2025

MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution.

Zhe Wang, Yuhua Ru, Aladine Chetouani, Fang Chen, Fabian Bauer, Liping Zhang, Didier Hans, Rachid Jennane, Mohamed Jarraya, Yung Hsin Chen

CoRR, April, 2025

Distillation-Driven Diffusion Model for Multi-Scale MRI Super-Resolution: Make 1.5T MRI Great Again.

Zhe Wang, Yuhua Ru, Fabian Bauer, Aladine Chetouani, Fang Chen, Liping Zhang, Didier Hans, Rachid Jennane, Mohamed Jarraya, Yung Hsin Chen

CoRR, January, 2025

2024

Transformer with Selective Shuffled Position Embedding and key-patch exchange strategy for early detection of Knee Osteoarthritis.

Zhe Wang, Aladine Chetouani, Mohamed Jarraya, Didier Hans, Rachid Jennane

Expert Syst. Appl., 2024

A semi-supervised multiview-MRI network for the detection of Knee Osteoarthritis.

Mohamed Berrimi, Didier Hans, Rachid Jennane

Comput. Medical Imaging Graph., 2024

2022

Siamese-Gap Network for Early Detection of Knee Osteoarthritis.

Zhe Wang, Aladine Chetouani, Didier Hans, Eric Lespessailles, Rachid Jennane

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022