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Type: Oral communication

LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression

R. Zeghlach and al. (2024)

Medical Image Computing and Computer Assisted Intervention .MICCAI 2024.

https://doi.org/10.1007/978-3-031-72086-4_38

“LMT: Longitudinal Mixing Training, a framework to predict disease progression from a single image.”

R. Zeghlache and al.

Machine Learning in Medical Imaging. MLMI 2023. Lecture Notes in Computer Science, vol 14349. Springer, Cham.

https://doi.org/10.1007/978-3-031-45676-3_3

“Longitudinal self-supervised learning using neural ordinary differential equation”

R. Zeghlache and al.

Predictive Intelligence in Medicine. PRIME 2023.October 8,2023 Lecture Notes in Computer Science, vol 14277. Springer, Cham.

https://doi.org/10.1007/978-3-031-46005-0_1

“Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images”

M. El Habib Daho, et al.

“Ophthalmic Medical Image Analysis” . OMIA 2023. Lecture Notes in Computer Science, vol 14096. Springer, Cham.

https://doi.org/10.1007/978-3-031-44013-7_2

 

 

“Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification”

Y.Li and al.

Ophthalmic Medical Image Analysis, Singapore, Singapore, Sep. 2022, pp. 53–62.

https://doi.org/10.1007/978-3-031-16525-2_6

 

“Detection of Diabetic Retinopathy Using Longitudinal Self-supervised Learning,”

R.Zeghlache et al.

in Ophthalmic Medical Image Analysis, Singapore, Singapore, Sep. 2022, pp. 43–52.

https://doi.org/10.1007/978-3-031-16525-2_5

 

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