Pierre-Emmanuel LENI

Pierre-Emmanuel LENI is an Assistant Professor at the UMR 6249 Chrono-environnement, University of Bourgogne Franche-Comté, France. His primary research focuses on medical physics, particularly in radiation dosimetry and computational modeling for radiotherapy. He combines advanced Monte Carlo methods with artificial neural networks to develop innovative dosimetric models and treatment planning systems. His work bridges theoretical mathematics (e.g., Kolmogorov superposition theorem) with practical applications in medical imaging and radiation therapy.

Key research areas include:

• Medical physics and radiation dosimetry
• Neural network applications in healthcare
• Monte Carlo simulations for treatment planning
• Image processing algorithms
• Respiratory motion management in radiotherapy

His publications emphasize interdisciplinary approaches, such as optimizing case-based reasoning for organ modeling and enhancing polymer gel dosimetry for proton beams. He collaborates actively with clinical teams to improve treatment planning accuracy and software validation. While no awards are explicitly mentioned, his contributions to computational radiation physics demonstrate significant academic impact.