John Lee

Professor & FNRS Research Director

UCLouvain

Belgium

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John Lee is a Professor and FNRS Research Director at UCLouvain, Belgium. His research focuses on advanced techniques in proton therapy, including optimization strategies and deep learning applications in medical imaging. His recent work includes studies on adaptive proton therapy, dose prediction for esophageal cancer, and data augmentation methods for segmentation in cone beam CT.

Articles (10)

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2025

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2025

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2022

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2021

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2021

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2020

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2020

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2020

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2020

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2020

Collaborators (4)

Michel Verleysen

University of Louvain

BELGIUM

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Christophe De Vleeschouwer

BELGIUM

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Edmond Sterpin

Professor

UCLouvain

BELGIUM

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Benjamin Roberfroid

Université catholique de Louvain

BELGIUM

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John Lee

Research Interests

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Articles (10)

Anticipating potential bottlenecks in adaptive proton FLASH therapy: a ridge filter reuse strategy

Proton arc therapy plan optimization with energy layer pre-selection driven by organ at risk sparing and delivery time

Bi-criteria Pareto optimization to balance irradiation time and dosimetric objectives in proton arc therapy

Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance

Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT

Fast Multiscale Neighbor Embedding

Cross-Domain Data Augmentation for Deep-Learning-Based Male Pelvic Organ Segmentation in Cone Beam CT

A noise correction of the γ-index method for Monte Carlo dose distribution comparison

Accelerated robust optimization algorithm for proton therapy treatment planning

Improvement of kilovoltage intrafraction monitoring accuracy through gantry angles selection

Collaborators (4)

Michel Verleysen

Christophe De Vleeschouwer

Edmond Sterpin

Benjamin Roberfroid

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