All Publications

Pages

1. • 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)
2. • 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)
3. • Journal article

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   Planification de traitement robuste en protonthérapie

   Sterpin, Edmond[UCL] Barragan Montero, Ana Maria[UCL] Souris, Kevin[UCL] Lee, John Aldo[UCL] (2016) Cancer radiothérapie — Vol. 20, no. 6-7, p. 523-529 (2016)
4. • Speech

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   Re-assessment of HNSCC tumor volume during radiotherapy with anatomic and functional imaging

   Geets, Xavier Lee, John Aldo[UCL] Lonneux, Max Coche, Emmanuel[UCL] Cosnard, Guy Grégoire, Vincent[UCL] (2006) 3rd International Conference on Translational Research and Pre-Clinical Strategies in Radiation Oncology — Lugano (Switzerland)
5. • Journal article

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   Cross-domain data augmentation for deep-learning-based male pelvic organ segmentation in cone beam CT

   Léger, Jean[UCL] Brion, Eliott[UCL] Desbordes, Paul[UCL] De Vleeschouwer, Christophe[UCL] Lee, John Aldo[UCL] Macq, Benoît[UCL] (2020) Applied Sciences — (2020)
6. • Journal article

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   Fast Multiscale Neighbor Embedding

   De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2020) IEEE Transactions on Neural Networks and Learning Systems — Vol. 33, no. 4, p. 1546 - 1560 (2022)
7. • Book

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   Nonlinear dimensionality reduction

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007)
8. • Journal article

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   Helical tomotherapy SIB and hypo-fractionated stereotactic treatments of lung tumors without gating or tracking: a 4D Monte Carlo treatment planning study

   Sterpin, Edmond[UCL] Janssens, Guillaume[UCL] Orban de Xivry, Jonathan[UCL] Goossens, Samuel[UCL] Wanet, Marie[UCL] Lee, John Aldo[UCL] Bol, Vanesa[UCL] Delor, Antoine[UCL] Vynckier, Stefaan[UCL] Grégoire, Vincent[UCL] Geets, Xavier[UCL] (2012) Radiotherapy & Oncology — Vol. 104, no. 2, p. 173-180 (August 2012)
9. • Speech

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   Independent component analysis for face authentication

   Havran, Carmen[UCL] Hupet, Laurent[UCL] Czyz, Jacek[UCL] Lee, John Aldo[UCL] Vandendorpe, Luc[UCL] Verleysen, Michel[UCL] (2002) International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES 2002) — Crema (Italy)
10. • Journal article

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    Incremental classification of objects in scenes: Application to the delineation of images

    Bernard, Guillaume Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2015) Neurocomputing — Vol. 152, no.1, p. 45-57 (2015)
11. • Journal article

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    SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP

    Lambert, Pierre[UCL] De Bodt, Cyril[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2022) Neurocomputing — Vol. 503, p. 17-27 (2022)
12. • Speech

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    On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures

    Archambeau, Cédric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2003) ESANN 2003, European Symposium on Artificial Neural Networks — Bruges (Belgium)
13. • Journal article

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    Semi-supervised t-SNE with multi-scale neighborhood preservation

    Walter Serna-Serna De Bodt, Cyril[UCL] Andres M. Alvarez-Meza Lee, John Aldo[UCL] Verleysen, Michel[UCL] Alvaro A. Orozco-Gutierrez (2023) Neurocomputing — Vol. 550, no.1, p. 126496 (2023)
14. • Journal article

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    Reprogramming of tumor metabolism by targeting mitochondria improves tumor response to irradiation.

    Bol, Vanesa[UCL] Bol, Anne[UCL] Bouzin, Caroline[UCL] Labar, Daniel[UCL] Lee, John Aldo[UCL] Janssens, Guillaume Porporato, Paolo[UCL] Sonveaux, Pierre[UCL] Feron, Olivier[UCL] Grégoire, Vincent (2014) Acta Oncologica — Vol. 54, no. 2, p. 266-274 (2015)
15. • Journal article

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    Adaptive treatment with Hi-Art Tomotherapy for locally advanced head and neck squamous cell carcinoma

    Carruthers, F Lee, John Aldo[UCL] Lhommel, Renaud[UCL] Grégoire, Vincent[UCL] (2011) Radiotherapy & Oncology — Vol. 99, p. S236 (2011)
16. • Journal article

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    Evaluation of Gafchromic ® EBT3 films characteristics in therapy photon, electron and proton beams

    Sorriaux, Jefferson[UCL] Kacperek, A. Rossomme, Séverine[UCL] Lee, John Aldo[UCL] Bertrand, D. Vynckier, Stefaan[UCL] Sterpin, Edmond[UCL] (2012) Physica Medica : an international journal devoted to the applications of physics to medicine and biology — (2012)
17. • Speech

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    SU-F-BRD-15: Quality Correction Factors in Scanned Or Broad Proton Therapy Beams Are Indistinguishable

    Sorriaux, Jefferson[UCL] Testa, Marcia Paganetti, Harald Bertrand, Damien Orban de Xivry, Jean-Jacques[UCL] Lee, John Aldo[UCL] Palmans, Hugo Vynckier, Stefaan[UCL] Sterpin, Edmond[UCL] (2015) American Association of Physicists in Medicine (AAPM): 57th Annual Meeting and Exhibition — (United States) Anaheim, CA
18. • Journal article

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    Impact of motion induced artifacts on automatic registration of lung tumors in Tomotherapy

    Goossens, Samuel[UCL] Descampe, Antonin[UCL] Orban de Xivry, Jonathan[UCL] Lee, John Aldo[UCL] Delor, Antoine[UCL] Janssens, Guillaume[UCL] Geets, Xavier[UCL] (2015) Physica Medica — Vol. 31, no. 8, p. 963-968 (2015)
19. • Journal article

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    Assessment of tumor motion reproducibility with audio-visual coaching through successive 4D CT sessions

    Goossens, Samuel[UCL] Senny, Frédéric Lee, John Aldo[UCL] Janssens, Guillaume[UCL] Geets, Xavier[UCL] (2014) Journal of Applied Clinical Medical Physics — Vol. 15, no. 1, p. 47-56 (2014)
20. • Journal article

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    Metabolic imaging in non-small-cell lung cancer radiotherapy

    Geets, Xavier[UCL] Sterpin, Edmond[UCL] Wanet, Marie[UCL] Di Perri, Dario[UCL] Lee, John Aldo[UCL] (2014) Cancer radiothérapie — Vol. 18, no.5-6, p. 402-5 (2014 Oct)
21. • Journal article

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    Short review of dimensionality reduction methods based on stochastic neighbour embedding

    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) Advances in Self-Organizing Maps and Learning Vector Quantization — Vol. 295, no.part I, p. 65-74 (2014)
22. • Speech

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    Tumour shrinkage and adaptive IMRT for head and neck tumor (HNSCC): Where do we stand?

    Grégoire, Vincent[UCL] Geets, Xavier[UCL] Lee, John Aldo[UCL] (2006) Conference of the Spanish-Portuguese-and -Latin-American-Association — Leipzig (Germany)
23. • Journal article

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    Semiautomatic methods for segmentation of the proliferative tumour volume on sequential FLT PET/CT images in head and neck carcinomas and their relation to clinical outcome

    Arens, Anne I. J. Troost, Esther G. C. Hoeben, Bianca A. W. Grootjans, Willem Lee, John Aldo[UCL] Grégoire, Vincent[UCL] Hatt, Mathieu Visvikis, Dimitris Bussink, Johan Oyen, Wim J. G. Kaanders, Johannes H. A. M. Visser, Eric P. (2014) European Journal of Nuclear Medicine and Molecular Imaging — Vol. 41, no. 5, p. 915-924 (2014)
24. • Journal article

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    Performance of a hybrid Monte Carlo-Pencil Beam dose algorithm for proton therapy inverse planning:

    Barragan Montero, Ana Maria[UCL] Souris, Kevin[UCL] Sanchez-Parcerisa, D. Sterpin, Edmond[UCL] Lee, John Aldo[UCL] (2018) Medical Physics — Vol. 45, no. 2, p. 846-862 (2018)
25. • Journal article

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    Advances in artificial neural networks, machine learning, and computational intelligence (ESANN 2013)

    Embrechts, Mark J. Rossi, Fabrice Schleif, Frank-Michael Lee, John Aldo[UCL] (2014) Neurocomputing — Vol. 141, no.1, p. 1-2 (2014)

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