John A. Lee

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Wavelet Decomposition

Cancer Patients

Top Venues

Comput. Biol. Medicine

Publications

Viktor Wase, Sophie Wuyckens, John A. Lee, Michael Saint-Guillain
The proton arc therapy treatment planning problem is NP-Hard. Comput. Biol. Medicine 171 (2024)
Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt
Investigating latent representations and generalization in deep neural networks for tabular data. Neurocomputing 597 (2024)
Walter Serna-Serna, Cyril de Bodt, Andrés Marino Álvarez-Meza, John A. Lee, Michel Verleysen, Álvaro Ángel Orozco-Guitiérrez
-SNE with multi-scale neighborhood preservation. Neurocomputing 550 (2023)
Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt
On the number of latent representations in deep neural networks for tabular data. ESANN (2023)
Pierre Lambert, John A. Lee, Edouard Couplet, Cyril de Bodt
Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration. ESANN (2023)
Ana Maria Barragán-Montero, Robin Tilman, Margerie Huet-Dastarac, John A. Lee
Single-pass uncertainty estimation with layer ensembling for regression: application to proton therapy dose prediction for head and neck cancer. ESANN (2023)
Margerie Huet-Dastarac, Dan Nguyen, Steve B. Jiang, John A. Lee, Ana M. Barragan-Montero
Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? - Application to proton therapy dose prediction for head and neck cancer patients. CoRR (2023)