Pierre-Emmanuel LENI

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25200 Montbéliard France

Pierre-Emmanuel LENI

Assistant Professor
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Medical physics – Monte Carlo – Neural networks – Image processing

Presentation

Development of dosimetric models for external radiotherapy. Combined use of Monte-Carlo methods and methods based on artificial neural networks.

Publications

Journal articles

2014

ref_biblio
Julien Henriet, Pierre-Emmanuel Leni, Remy Laurent, Michel Salomon. Case-Based Reasoning adaptation of numerical representations of human organs by interpolation. Expert Systems with Applications, 2014, 41: 260-266, pp.doi: 10.1016-j.eswa.2013.05.064. ⟨10.1016/j.eswa.2013.05.064⟩. ⟨hal-00827510⟩
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https://hal.science/hal-00827510/file/CBRAdaptationByInterpolation_submitted.pdf BibTex
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Julien Henriet, Pascal Chatonnay, Pierre-Emmanuel Leni. An iterative precision vector to optimise the CBR adaptation of EquiVox. Engineering Applications of Artificial Intelligence, 2014, EAAI2146 (35), pp.158-163. ⟨10.1016/j.engappai.2014.06.017⟩. ⟨hal-01011064⟩
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2012

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Pierre-Emmanuel Leni, Yohan Fougerolle, Frederic Truchetet. Kolmogorov superposition theorem for image compression. IET Image Processing, 2012, 6 (8), pp.1114 - 1123. ⟨10.1049/iet-ipr.2011.0459⟩. ⟨hal-00763997⟩
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Conference papers

2018

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Pierre-Emmanuel Leni, R Gschwind, L. Makovicka. Application des réseaux de neurones à la planification de traitement en radiothérapie externe. Journées scientifiques SFRP-Codes de calcul en radioprotection, radiophysique et dosimétrie, Feb 2018, Sochaux, France. ⟨hal-03530221⟩
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2012

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Frederic Truchetet, Pierre-Emmanuel Leni, Yohan Fougerolle. New Representations for Multidimensional Functions Based on Kolmogorov Superposition Theorem. Applications on Image Processing. OSAV'12, 3rd International Topical Meeting on Optical Sensing and Artificial Vision, May 2012, Saint Petersburg, Russia. ⟨hal-00811794⟩
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2011

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Pierre-Emmanuel Leni, Yohan Fougerolle, Frederic Truchetet. An Algorithm for a Progressive Acquisition Image Sensor. QCAV 2011, Jul 2011, St Etienne, France. pp.1, ⟨10.1117/12.890904⟩. ⟨hal-00811967⟩
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2010

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Pierre-Emmanuel Leni, Yohan Fougerolle, Frederic Truchetet. The Kolmogorov superposition theorem and its application to image processing. EUVIP 2010, Jul 2010, Paris, France. pp.1. ⟨hal-00811970⟩
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Books

2016

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Intuon Lertrusdachakul, Pierre-Emmanuel Leni, Régine Gschwind (Dir.). Enhancement of breathing simulation using individual lobe segmentation. 124 ( 00005), pp.9, 2016, EPJ Web of Conferences, ⟨10.1051/epjconf/201612400005⟩. ⟨hal-01386113⟩
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Poster communications

2019

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V. Lagedamon, R. Gschwind, Pierre-Emmanuel Leni, O. Bleuse, Y. Bailly, et al.. Dosimetric characteristics of VIPAR polymer gel for photon, electron and proton beams. SFPM, Jun 2019, Angers, France. 68, pp.38-39, ⟨10.1016/j.ejmp.2019.09.143⟩. ⟨hal-03530194⟩
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Pierre-Emmanuel Leni, R Gschwind, L. Makovicka, Intuon Lertrusdachakul. Computing IMRT dose distributions with artificial intelligence. ICCR, Jun 2019, Montréal, Canada. ⟨hal-03530214⟩
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2018

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E. Dimitriadi, Pierre-Emmanuel Leni, R. Gschwind, C. Grosperrin, A. Vasseur. Dosimetric study of the couch top influence in VMAT. SFPM, Jun 2018, Toulouse, France. 56, pp.48-49, 2018, ⟨10.1016/j.ejmp.2018.09.100⟩. ⟨hal-03530206⟩
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2017

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Pierre-Emmanuel Leni, R. Gschwind, L. Makovicka. Fast and accurate 3D dose distribution computations using artificial neural networks. MCMA, Oct 2017, Naples, Italy. 42, pp.28, 2017, ⟨10.1016/j.ejmp.2017.09.070⟩. ⟨hal-03530202⟩
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2016

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Pierre-Emmanuel Leni, R. Gschwind, L. Makovicka. New software solution for TPS quality control. SFPM, Jun 2016, Nancy, France. 32, pp.375-376, 2016, ⟨10.1016/j.ejmp.2016.11.032⟩. ⟨hal-03530210⟩
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