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1. • Speech

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   Fast Monte Carlo simulation of proton therapy treatment using an Intel Xeon Phi coprocessor

   Souris, Kevin[UCL] Lee, John Aldo[UCL] Sterpin, Edmond[UCL] (2014) Belgian Hospital Physicists Association — Louvain-La-Neuve, Belgium
2. • Speech

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   Fast Monte Carlo simulation of proton therapy treatment using Intel Xeon Phi coprocessor

   Souris, Kevin[UCL] Lee, John Aldo[UCL] Sterpin, Edmond[UCL] (2014) ESTRO Conference 33 — Vienna, Austria
3. • Speech

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   Simulation and reconstruction of PET images: application to attenuation correction using CT images

   Souris, Kevin[UCL] Bol, Anne[UCL] Lee, John Aldo[UCL] (2013) Belgian Hospital Physicists Association — Mechelen, Belgium
4. • Journal article

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   What you see is what you can change: Human-centered machine learning by interactive visualization

   Sacha, Dominik Sedlmair, Michael Zhang, Leishi Lee, John Aldo[UCL] Peltonen, Jaakko Weiskopf, Daniel North, Stephen C. Keim, Daniel A. (2017) Neurocomputing — Vol. 268, p. 164-175 (2017)
5. • Journal article

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   Determination of tumour hypoxia with [(18)F]EF3 in patients with head and neck tumours : a phase I study to assess the tracer pharmacokinetics, biodistribution and metabolism

   Mahy, Pierre[UCL] Geets, Xavier[UCL] Lonneux, Max[UCL] Levêque, Philippe[UCL] Christian, Nicolas[UCL] De Bast, Marc[UCL] Gillart, Jacques[UCL] Labar, Daniel[UCL] Lee, John Aldo[UCL] Grégoire, Vincent[UCL] (2008) European Journal of Nuclear Medicine and Molecular Imaging — Vol. 35, no. 7, p. 1282-1289 (2008)
6. • Journal article

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   Unfolding preprocessing for meaningful time series clustering.

   Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2006) Neural networks : the official journal of the International Neural Network Society — Vol. 19, no. 6-7, p. 877-888 (2006)
7. • Journal article

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   Forecasting the CATS benchmark with the Double Vector Quantization method

   Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2400-2409 (2007)
8. • Journal article

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   Self-organizing maps with recursive neighborhood adaptation.

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) Neural networks : the official journal of the International Neural Network Society — Vol. 15, no. 8-9, p. 993-1003 (2002)
9. • Journal article

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   Is PET-based treatment planning the new standard in modern radiotherapy? The head and neck paradigm.

   Grégoire, Vincent[UCL] Bol, Anne[UCL] Geets, Xavier[UCL] Lee, John Aldo[UCL] (2006) Seminars in Radiation Oncology — Vol. 16, no. 4, p. 232-238 (2006)
10. • Journal article

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    Determination of tumour hypoxia with the PET tracer [18F]EF3: improvement of the tumour-to-background ratio in a mouse tumour model.

    Christian, Nicolas[UCL] Bol, Anne[UCL] De Bast, Marc[UCL] Labar, Daniel[UCL] Lee, John Aldo[UCL] Mahy, Pierre[UCL] Grégoire, Vincent[UCL] (2007) European journal of nuclear medicine and molecular imaging — Vol. 34, no. 9, p. 1348-54 (2007)
11. • Journal article

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    A gradient-based method for segmenting FDG-PET images: methodology and validation.

    Geets, Xavier Lee, John Aldo[UCL] Bol, Anne[UCL] Lonneux, Max[UCL] Grégoire, Vincent[UCL] (2007) European Journal of Nuclear Medicine and Molecular Imaging — Vol. 34, no. 9, p. 1427-1438 (2007)
12. • Journal article

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    An easy-to-use phantom and protocol for weekly PET quality assessment: A multicenter study

    Vermandel, M. Fin, L. Hapdey, S. Bol, Anne[UCL] Betrouni, N. Daouk, J. Gardin, I. Lee, John Aldo[UCL] Jounwaz, R. Rousseau, J. Huglo, D. (2008) Medical Physics — Vol. 35, no. 9, p. 3922-3934 (2008)
13. • Journal article

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    Adaptive biological image-guided IMRT with anatomic and functional imaging in pharyngo-laryngeal tumors: impact on target volume delineation and dose distribution using helical tomotherapy.

    Geets, Xavier[UCL] Tomsej, Milan[UCL] Lee, John Aldo[UCL] Duprez, Thierry[UCL] Coche, Emmanuel[UCL] Cosnard, Guy[UCL] Lonneux, Max[UCL] Grégoire, Vincent[UCL] (2007) Radiotherapy & Oncology — Vol. 85, no. 1, p. 105-115 (2007)
14. • Journal article

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    Rôle potentiel de la TEP-FDG pour la définition du volume tumoral macroscopique (GTV) des cancers des voies aérodigestives supérieures et du poumon : Potential place of FDG-PET for the GTV delineation in head and neck and lung cancers

    Geets, Xavier[UCL] Lee, John Aldo[UCL] Castadot, Pierre[UCL] Bol, Anne[UCL] Grégoire, Vincent[UCL] (2009) Cancer radiothérapie — Vol. 13, no. 6-7, p. 594-599 (2009)
15. • Journal article

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    Regarding Davis et al.: Assessment of (18)F PET signals for automatic target volume definition in radiotherapy treatment planning.

    Hoffmann, Aswin L van Dalen, Jorn A Lee, John Aldo[UCL] Grégoire, Vincent[UCL] Oyen, Wim J G Kaanders, Johannes H A M (2007) Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology — Vol. 83, no. 1, p. 102-3; author reply 103 (2007)
16. • Journal article

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    Tumor Delineation Based On Time-activity Curve Differences Assessed With Dynamic Fluorodeoxyglucose Positron Emission Tomography-computed Tomography in Rectal Cancer Patients

    Janssen, Marco H. M. Aerts, Hugo J. W. L. Oellers, Michel C. Bosmans, Geert Lee, John Aldo[UCL] Buijsen, Jeroen De Ruysscher, Dirk Lambin, Philippe Lammering, Guido Dekker, Andre L. A. J. (2009) International Journal of Radiation: Oncology - Biology - Physics — Vol. 73, no. 2, p. 456-465 (2009)
17. • Journal article

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    A principled approach to image denoising with similarity kernels involving patches

    De Decker, Arnaud[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) Neurocomputing — Vol. 73, no. 7-9, p. 1199-1209 (2010)
18. • Journal article

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    PET/CT (and CT) instrumentation, image reconstruction and data transfer for radiotherapy planning

    Sattler, Bernhard Coche, Emmanuel[UCL] Lee, John Aldo[UCL] Lonsdale, Markus (2010) Radiotherapy & Oncology — Vol. 96, no. 3, p. 288-297 (2010)
19. • Journal article

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    Evaluation of MVCT protocols for brain and head and neck tumor patients treated with helical tomotherapy

    Vaandering, Aude[UCL] Lee, John Aldo[UCL] Renard, Laurette[UCL] Grégoire, Vincent[UCL] (2009) Radiotherapy & Oncology — Vol. 93, no. 1, p. 50-56 (2009)
20. • Journal article

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    Scale-independent quality criteria for dimensionality reduction

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) Pattern Recognition Letters — Vol. 31, no. 14, p. 2248-2257 (2010)
21. • Journal article

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    Advances in computational intelligence and learning (ESANN 2009)

    Angulo, Cecilio Lee, John Aldo[UCL] Schleif, Frank-Michael (2010) Neurocomputing — Vol. 73, no. 7-9, p. 1049-1050 (2010)
22. • Journal article

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    Assessment by a deformable registration method of the volumetric and positional changes of target volumes and organs at risk in pharyngo-laryngeal tumors treated with concomitant chemo-radiation

    Castadot, Pierre[UCL] Geets, Xavier[UCL] Lee, John Aldo[UCL] Christian, Nicolas[UCL] Grégoire, Vincent[UCL] (2010) Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology — Vol. 95, no. 2, p. 209-217 (2010)
23. • Journal article

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    Segmentation of positron emission tomography images: Some recommendations for target delineation in radiation oncology.

    Lee, John Aldo[UCL] (2010) Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology — Vol. 96, no. 3, p. 302-7 (2010)
24. • Journal article

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    The limitation of PET imaging for biological adaptive-IMRT assessed in animal models

    Christian, Nicolas[UCL] Lee, John Aldo[UCL] Bol, Anne[UCL] De Bast, Marc[UCL] Jordan, Bénédicte[UCL] Grégoire, Vincent[UCL] (2009) Radiotherapy & Oncology — Vol. 91, no. 1, p. 101-106 (2009)
25. • Journal article

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    Evaluation of the radiobiological impact of anatomic modifications during radiation therapy for head and neck cancer : can we simply summate the dose?

    Orban de Xivry, Jonathan[UCL] Castadot, Pierre[UCL] Janssens, Guillaume[UCL] Lee, John Aldo[UCL] Geets, Xavier[UCL] Grégoire, Vincent[UCL] Macq, Benoît[UCL] (2010) Radiotherapy & Oncology — Vol. 96, no. 1, p. 131-138 (2010)

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