Department of Radiooncology and Radiation Therapy

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  • 2024

    Unifying Local and Global Shape Descriptors to Grade Soft-Tissue Sarcomas Using Graph Convolutional Networks

    Kiechle, J., Fischer, S. M., Lang, D. M., Di Folco, M., Foreman, S. C., Rosner, V. K. N., Lohse, A. K., Mogler, C., Knebel, C., Makowski, M. R., Woertler, K., Combs, S. E., Gersing, A. S., Peeken, J. C. & Schnabel, J. A., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    A Video Data Based Transfer Learning Approach for Classification of MGMT Status in Brain Tumor MR Images

    Lang, D. M., Peeken, J. C., Combs, S. E., Wilkens, J. J. & Bartzsch, S., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 306-314 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Deep Learning Based GTV Delineation and Progression Free Survival Risk Score Prediction for Head and Neck Cancer Patients

    Lang, D. M., Peeken, J. C., Combs, S. E., Wilkens, J. J. & Bartzsch, S., 2022, Head and Neck Tumor Segmentation and Outcome Prediction - 2nd Challenge, HECKTOR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Andrearczyk, V., Oreiller, V., Hatt, M. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 150-159 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13209 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Risk Score Classification of Renal Masses on CT Imaging Data Using a Convolutional Neural Network

    Lang, D. M., Peeken, J. C., Combs, S. E., Wilkens, J. J. & Bartzsch, S., 2022, ISBIC 2022 - International Symposium on Biomedical Imaging Challenges, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ISBIC 2022 - International Symposium on Biomedical Imaging Challenges, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Self-Supervised Pretext Tasks in Model Robustness & Generalizability: A Revisit from Medical Imaging Perspective

    Navarro, F., Watanabe, C., Shit, S., Sekuboyina, A., Peeken, J. C., Combs, S. E. & Menze, B. H., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 5074-5079 6 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • 2021

    Do We Need Complex Image Features to Personalize Treatment of Patients with Locally Advanced Rectal Cancer?

    Shahzadi, I., Lattermann, A., Linge, A., Zwanenburg, A., Baldus, C., Peeken, J. C., Combs, S. E., Baumann, M., Krause, M., Troost, E. G. C. & Löck, S., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 775-785 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2017

    High power laser-driven particle acceleration for radiotherapy

    Pawelke, J., Beyreuther, E., Cowan, T. E., Enghardt, W., Gotz, M., Herrmannsdörfer, T., Karsch, L., Kraft, S., Krause, M., Kroll, F., Masood, U., Sauerbrey, R., Schramm, U., Schürer, M., Wilkens, J. J. & Zeil, K., 2017, European Quantum Electronics Conference, EQEC 2017. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F81-EQEC 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Microbeam radiation therapy at a laser-based compact synchrotron x-ray source

    Burger, K., Ilicic, K., Hunger, A., Dierolf, M., Günther, B., Schmid, E., Walsh, D. W. M., Urban, T., Bartzsch, S., Radtke, A., Eggl, E., Achterhold, K., Gleich, B., Combs, S. E., Molls, M., Schmid, T. E., Pfeiffer, F. & Wilkens, J. J., 2017, European Quantum Electronics Conference, EQEC 2017. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F81-EQEC 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    Novel approach to utilize proton beams from high power laser accelerators for therapy

    Masood, U., Baumann, M., Enghardt, W., Karsch, L., Pawelke, J., Schürer, M., Cowan, T. E., Herrmannsdörfer, T., Kroll, F., Schramm, U., Hofmann, K. M. & Wilkens, J. J., 2016, IPAC 2016 - Proceedings of the 7th International Particle Accelerator Conference. Joint Accelerator Conferences Website (JACoW), p. 1905-1907 3 p. (IPAC 2016 - Proceedings of the 7th International Particle Accelerator Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2014

    Leveraging random forests for interactive exploration of large histological images

    Peter, L., Mateus, D., Chatelain, P., Schworm, N., Stangl, S., Multhoff, G. & Navab, N., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8673 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    5 Scopus citations
  • 2013

    Laser-driven beam lines for delivering intensity modulated radiation therapy with particle beams

    Hofmann, K. M., Schell, S. & Wilkens, J. J., 2013, 2nd ELIMED Workshop and Panel. p. 81-83 3 p. (AIP Conference Proceedings; vol. 1546).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Single shot cell irradiations with laser-driven protons

    Humble, N., Allinger, K., Bin, J., Drexler, G. A., Friedl, A., Hilz, P., Kiefer, D., Ma, W., Reinhardt, S., Schmid, T. E., Zlobinskaya, O., Schreiber, J. & Wilkens, J. J., 2013, 2nd ELIMED Workshop and Panel. p. 84-86 3 p. (AIP Conference Proceedings; vol. 1546).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2011

    Sparse dose painting based on a dual-pass kinetic-oxygen mapping of dynamic PET images

    Shi, K., Astner, S. T., Sun, L., Navab, N., Nüsslin, F., Vaupel, P. & Wilkens, J. J., 2011, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2011 - 14th International Conference, Proceedings. PART 1 ed. p. 484-491 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6891 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2010

    Raman spectroscopic probing of molecular profiles of tumorigenicity in colon carcinoma differential cell lines associated with a tumor-specific lipid marker

    Donfack, P., Multhoff, G. & Materny, A., 2010, XXII International Conference on Raman Spectroscopy, ICORS 2010. p. 414-415 2 p. (AIP Conference Proceedings; vol. 1267).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2009

    Differences in gamma-H2AX foci formation after irradiation with continuous and pulsed proton beams

    Zlobinskaya, O., Schmid, T. E., Dollinger, G., Hable, V., Greubel, C., Michalski, D., Wilkens, J., Du, G., Molls, M. & Röper, B., 2009, World Congress on Medical Physics and Biomedical Engineering: Radiation Protection and Dosimetry, Biological Effects of Radiation. 3 ed. Springer Verlag, p. 142-145 4 p. (IFMBE Proceedings; vol. 25, no. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Interfractional variations of shape and impact on dose of organs at risk in head and neck cancer patients during helical tomotherapy

    Duma, M. N., Kampfer, S., Jacob, V., Wilkens, J. J., Schuster, T., Molls, M. & Geinitz, H., 2009, World Congress on Medical Physics and Biomedical Engineering: Radiation Oncology. 1 ed. Springer Verlag, p. 591-594 4 p. (IFMBE Proceedings; vol. 25, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • On the risks of a constant RBE for proton treatment planning

    Frese, M. C., Taheri-Kadkhoda, Z., Wilkens, J. J. & Oelfke, U., 2009, World Congress on Medical Physics and Biomedical Engineering: Radiation Oncology. 1 ed. Springer Verlag, p. 76-79 4 p. (IFMBE Proceedings; vol. 25, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Quantitative assessment of hypoxia kinetic models by a cross-study of dynamic18F-FAZA and 15O-H2O in head and neck tumors

    Shi, K., Astner, S., Souvatzoglou, M., Miederer, I., Wilkens, J., Vaupel, P., Nüsslin, F., Molls, M. & Ziegler, S., 2009, 2009 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2009. p. 3565-3570 6 p. 5401818. (IEEE Nuclear Science Symposium Conference Record).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Reviewing and editing of scientific papers

    Nüsslin, F., 2009, World Congress on Medical Physics and Biomedical Engineering: Special Topics and Workshops. 13 ed. Springer Verlag, p. 162-165 4 p. (IFMBE Proceedings; vol. 25, no. 13).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Treatment planning methods for efficient dose delivery in radiation therapy using laser accelerated particle beams

    Schell, S. & Wilkens, J. J., 2009, World Congress on Medical Physics and Biomedical Engineering: Special Topics and Workshops. 13 ed. Springer Verlag, p. 28-31 4 p. (IFMBE Proceedings; vol. 25, no. 13).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2008

    Cell stress proteins in extracellular fluids: Friend or foe?

    Pockley, A. G. & Multhoff, G., 2008, Biology of Extracellular Molecular Chaperones, The. p. 86-95 10 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    30 Scopus citations
  • Discussion

    Feder, M. E., Calderwood, S. K., De Macario, E. C., Asea, A., Multhoff, G., Cheetham, M., Nixon, B., Pockley, A. G., Coates, A. R. M., Henderson, B., Hightower, L. E., Miller-Graziano, C. L., Gupta, R. S., Panayi, G. S., Lund, P. A. & Gaston, J. S. H., 2008, Biology of Extracellular Molecular Chaperones, The. p. 131-136 6 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Multhoff, G., Nakamura, H., Triantafilou, K., Cheetham, M., Kregel, K. C., Csermely, P., Feder, M. E., Henderson, B., Gupta, R. S., Lund, P. A., Panayi, G. S. & Calderwood, S. K., 2008, Biology of Extracellular Molecular Chaperones, The. p. 192-195 4 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Asea, A., Csermely, P., De Macario, E. C., Hightower, L. E., Nixon, B., Calderwood, S. K., Henderson, B., Multhoff, G., Gupta, R. S. & Lund, P. A., 2008, Biology of Extracellular Molecular Chaperones, The. p. 54-58 5 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Panayi, G. S., Gupta, R. S., Csermely, P., Asea, A., Multhoff, G., Coates, A. R. M., Nixon, B., Feder, M. E., Macario, A. J. L. & Ellis, R. J., 2008, Biology of Extracellular Molecular Chaperones, The. p. 69-73 5 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Ellis, R. J., Coates, A. R. M., Gaston, J. S. H., Macario, A. J. L., Panayi, G. S., Gupta, R. S., Calderwood, S. K., Multhoff, G., Lund, P. A., Csermely, P., Triantafilou, K., Corrigall, V. M. & Feder, M. E., 2008, Biology of Extracellular Molecular Chaperones, The. p. 169-172 4 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Henderson, B., Lund, P. A., Feder, M. E., Gupta, R. S., Hightower, L. E., Macario, A. J. L., Multhoff, G., Corrigall, V. M., Pockley, A. G., Csermely, P., Nixon, B., Cheetham, M., Miller-Graziano, C. L., Conway De Macario, E. & Panayi, G. S., 2008, Biology of Extracellular Molecular Chaperones, The. p. 96-100 5 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Feder, M. E., Ellis, R. J., Calderwood, S. K., De Macario, E. C., Gupta, R. S., Lund, P. A., Nixon, B., Gaston, J. S. H., Cheetham, M., Coates, A. R. M., Csermely, P., Triantafilou, K., Multhoff, G., Pockley, A. G. & Hightower, L. E., 2008, Biology of Extracellular Molecular Chaperones, The. p. 36-44 9 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Discussion

    Conway De Macario, E., Ellis, R. J., Csermely, P., Lund, P. A., Cheetham, M., Hightower, L. E., Henderson, B., Nixon, B., Multhoff, G., Kregel, K. C. & Pockley, A. G., 2008, Biology of Extracellular Molecular Chaperones, The. p. 15-22 8 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Final discussion

    Lund, P. A., Henderson, B., Cheetham, M., Csermely, P., Calderwood, S. K., Macario, A. J. L., Gupta, R. S., Gaston, J. S. H., Multhoff, G., Pockley, A. G. & Panayi, G. S., 2008, Biology of Extracellular Molecular Chaperones, The. p. 221-224 4 p. (Novartis Foundation Symposium; vol. 291).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2007

    Heat shock proteins in cancer

    Sherman, M. & Multhoff, G., Oct 2007, Stress Responses. Blackwell Publishing Inc., p. 192-201 10 p. (Annals of the New York Academy of Sciences; vol. 1113).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    135 Scopus citations