Quellec, Gwenolé
- A review of deep learning-based information fusion techniques for multimodal medical image classification
2024/04/23 by Li, Yihao, Daho, Mostafa El Habib, Conze, Pierre-Henri +6 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression
2024/04/10 by Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib +9 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy
2022/11/21 by Yihao Li, Li, Yihao, Rachid Zeghlache +15 · 1 citation
Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Cerebrovascular and Carotid Artery Diseases
- Multimodal Information Fusion for Glaucoma and DR Classification
2022/09/02 by Yihao Li, Li, Yihao, Mostafa El Habib Daho +21 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Retinal Imaging and Analysis #electronic engineering #information engineering
- L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction
2024/03/24 by Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences