John A. Lee
Université Catholique de Louvain
H-index: 48
Europe-Belgium
Top articles of John A. Lee
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Beamlet‐free optimization for Monte‐Carlo‐based treatment planning in proton therapy | Medical Physics | Danah Pross Sophie Wuyckens Sylvain Deffet Edmond Sterpin John A Lee | 2024/1 |
DIVE-ART: A tool to guide clinicians towards dosimetrically informed volume editions of automatically segmented volumes in adaptive radiation therapy | Radiotherapy and Oncology | Benjamin Roberfroid John A Lee Xavier Geets Edmond Sterpin Ana M Barragán-Montero | 2024/3/1 |
Natively Interpretable t-SNE | Proceedings of AIMLAI workshop | Edouard Couplet Pierre Lambert Michel Verleysen Dounia Mulders John Aldo Lee | 2023 |
Patient selection for proton therapy using Normal Tissue Complication Probability with deep learning dose prediction for oropharyngeal cancer | Medical Physics | Margerie Huet‐Dastarac Steven Michiels Sara Teruel Rivas Hamdiye Ozan Edmond Sterpin | 2023/10 |
On the number of latent representations in deep neural networks for tabular data | ESANN proceedings | Edouard Couplet Pierre Lambert Michel Verleysen John A Lee Cyril De Bodt | 2023 |
Accelerating proton arc therapy delivery through dosimetry-guided energy layer filtering | arXiv preprint arXiv:2309.08507 | Sophie Wuyckens Viktor Wase Otte Marthin Johan Sundström Guillaume Janssens | 2023/9/15 |
Comparison of Ethos template-based planning and AI-based dose prediction: General performance, patient optimality, and limitations | Physica Medica | Benjamin Roberfroid Ana M Barragán-Montero David Dechambre Edmond Sterpin John A Lee | 2023/12/1 |
Semi-supervised t-SNE with multi-scale neighborhood preservation | Neurocomputing | Walter Serna-Serna Cyril De Bodt Andres M Alvarez-Meza John A Lee Michel Verleysen | 2023/9/14 |
A framework for quantifiable local and global structure preservation in single-cell dimensionality reduction | bioRxiv | David Novak Cyril de Bodt Pierre Lambert John A Lee Sofie Van Gassen | 2023/11/23 |
OpenTPS--Open-source treatment planning system for research in proton therapy | arXiv preprint arXiv:2303.00365 | Sophie Wuyckens Damien Dasnoy Guillaume Janssens Valentin Hamaide Margerie Huet | 2023/3/1 |
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 | arXiv preprint arXiv:2310.19686 | Margerie Huet-Dastarac Dan Nguyen Steve Jiang John Lee Ana Barragan Montero | 2023/10/30 |
Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration | ESANN proceedings | Pierre Lambert John A Lee Edouard Couplet Cyril De Bodt | 2023 |
A spot‐specific range uncertainty framework for robust optimization of proton therapy treatments | Medical Physics | Marie Cohilis Kevin Souris Gregory Buti Chih‐Wei Chang Liyong Lin | 2023/10 |
Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency | Ana Barragán-Montero Adrien Bibal Margerie Huet Dastarac Camille Draguet Gilmer Valdés | 2022/5/27 | |
Development and validation of an automatic commissioning tool for the Monte Carlo dose engine in myQA iON | Physica Medica | Marie Cohilis L Hong G Janssens S Rossomme Edmond Sterpin | 2022/3/1 |
Bi-criteria Pareto optimization to balance irradiation time and dosimetric objectives in proton arc therapy | Physics in Medicine & Biology | Sophie Wuyckens Lewei Zhao Michael Saint-Guillain Guillaume Janssens Edmond Sterpin | 2022/12/13 |
Deep learning to detect bacterial colonies for the production of vaccines | Neurocomputing | Thomas Beznik Paul Smyth Gaël de Lannoy John A Lee | 2022/1/22 |
Automated clinical decision support system with deep learning dose prediction and NTCP models to evaluate treatment complications in patients with esophageal cancer | Radiotherapy and Oncology | Camille Draguet Ana M Barragán-Montero Macarena Chocan Vera Melissa Thomas Pieter Populaire | 2022/11/1 |
Proximities in dimensionality reduction | John Aldo Lee Cyril de Bodt Ludovic Journaux Lucile Sautot | 2022/1/18 | |
SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP | Neurocomputing | Pierre Lambert Cyril de Bodt Michel Verleysen John A Lee | 2022/9/7 |
Co-Authors
