07 Imaging specialisms and Research & Treatment Centre

Research output

Research output per year 1974 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 11849 Article
• 909 Review article
• 456 Comment/Letter to the editor
• 440 Chapter
• 1355 More
  • 365 Meeting Abstract
  • 233 Conference contribution
  • 223 Editorial
  • 186 Phd-Thesis - Research and graduation internal
  • 149 Letter
  • 44 Erratum/Corrigendum
  • 32 Paper
  • 31 Book editing
  • 26 Abstract
  • 12 Poster
  • 11 Short survey
  • 9 Report
  • 6 Book
  • 6 Other contribution
  • 6 Phd-Thesis - Research and graduation external
  • 5 Inaugural speech
  • 5 Patent
  • 2 Foreword/postscript
  • 1 Literature review
  • 1 Software
  • 1 Phd-Thesis - Research external and graduation internal
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2024

  Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy

  Alvarez-Florez, L., Sander, J. R., Bourfiss, M., Tjong, F. V. Y., Velthuis, B. K. & Išgum, I., 2024, Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers - 14th International Workshop, STACOM 2023, Held in Conjunction with MICCAI 2023, Revised Selected Papers. Camara, O., Puyol-Antón, E., Suinesiaputra, A., Young, A., Sermesant, M., Tao, Q. & Wang, C. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14507 LNCS. p. 25-34 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14507 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

• Leveraging Ellipsoid Bounding Shapes and Fast R-CNN for Enlarged Perivascular Spaces Detection and Segmentation

  Zabihi, M., Tangwiriyasakul, C., Ingala, S., Lorenzini, L., Camarasa, R., Barkhof, F., de Bruijne, M., Cardoso, M. J. & Sudre, C. H., 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14349 LNCS. p. 325-334 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14349 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2023

  A Coupled-Mechanisms Modelling Framework for Neurodegeneration

  He, T., Thompson, E., Schroder, A., Oxtoby, N. P., Abdulaal, A., Barkhof, F. & Alexander, D. C., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14227 LNCS. p. 459-469 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14227 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• A method for quantification of changes in leg muscle fiber orientations

  Secondulfo, L., Suskens, J. J. M., Kilic, O., Mazzoli, V., Maas, M., Tol, J. L., Nederveen, A. J., Hooijmans, M. T. & Strijkers, G. J., 2023, ISMRM.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification

  Puglisi, L. & The Alzheimer's Disease Neuroimaging Initiative, 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 716-729 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Deformable Image Registration with Geometry-informed Implicit Neural Representations

  van Harten, L. D., van Herten, R. L. M., Stoker, J. & Išgum, I., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 730-742 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Ex-vivo OCT on human bladder tissue after radical cystectomy with a newly designed MEMS based forward looking OCT probe

  Remmelink, M. J., Rip, Y., Bloemen, P. R., van den Elzen, R. M., Oddens, J. R., Nieuwenhuijzen, J. A., van der Voorn, J. P., van Leeuwen, T. G., de Reijke, T. M. & de Bruin, D. M., 2023, Translational Biophotonics: Diagnostics and Therapeutics III. Huang, Z. & Lilge, L. D. (eds.). SPIE, Vol. 12627. 126271Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12627).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints

  van Herten, R. L. M., van Harten, L. D., Nils Planken, R. & Išgum, I., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 1288-1303 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Improving the Reliability of Medical Diagnostic Models through Rule-Based Decision Deferral

  Bereska, J. I., Marquering, H., Besselink, M., Stoker, J. & Verpalen, I., 3 Oct 2023, Proceedings of the Inaugural 2023 Summer Symposium Series 2023. Soh, H., Geib, C. & Petrick, R. (eds.). AAAI Press, p. 122-126 5 p. (Proceedings of the Inaugural 2023 Summer Symposium Series 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis

  Karkalousos, D., Išgum, I., Marquering, H. A. & Caan, M. W. A., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 991-1005 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  1 Citation (Scopus)

• Temporally Consistent Segmentations from Sparsely Labeled Echocardiograms Using Image Registration for Pseudo-labels Generation

  Tafuro, M., Jansen, G. & Išgum, I., 2023, Simplifying Medical Ultrasound - 4th International Workshop, ASMUS 2023, Held in Conjunction with MICCAI 2023, Proceedings. Kainz, B., Müller, J. P., Noble, A., Schnabel, J., Khanal, B. & Day, T. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14337 LNCS. p. 195-204 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14337 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Why is the Winner the Best?

  Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., de Bruijne, M., Depeursinge, A., & 105 othersDorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., García Faura, A., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A. & Maier-Hein, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, Vol. 2023-June. p. 19955-19966 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  6 Citations (Scopus)
• 2022

  Accelerating IVIM and DTI for assessing microstructural changes after acute hamstring injury

  Rauh, S. S., Monte, J. R. C., Hooijmans, M. T., Suskens, J. J. M., Gurney-Champion, O. J., Tol, J. L., Maas, M., Nederveen, A. J. & Strijkers, G. J., 2022, ISMRM.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• A study on 3D classical versus GAN-based augmentation for MRI brain image to predict the diagnosis of dementia with Lewy bodies and Alzheimer's disease in a European multi-center study

  Minne, P., Fernandez-Quilez, A., Aarsland, D., Ferreira, D., Westman, E., Lemstra, A. W., ten Kate, M., Padovani, A., Rektorova, I., Bonanni, L., Mariano Nobili, F., Kramberger, M. G., Taylor, J-P., Hort, J., Snaedal, J., Blanc, F., Antonini, A. & Oppedal, K., 2022, Medical Imaging 2022: Computer-Aided Diagnosis. Drukker, K. & Iftekharuddin, K. M. (eds.). SPIE, Vol. 12033. 120332E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Automatic Identification of Segmentation Errors for Radiotherapy Using Geometric Learning

  Henderson, E. G. A., Green, A. F., van Herk, M. & Vasquez Osorio, E. M., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13435 LNCS. p. 319-329 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13435 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Deep-learning-based Position Control of a Robotic Catheter under Environmental Contact

  Wu, D., Zhang, Y., Ourak, M., Ha, X. T., Niu, K., Dankelman, J. & Poorten, E. V., 2022, 2022 International Symposium on Medical Robotics, ISMR 2022. Institute of Electrical and Electronics Engineers Inc., (2022 International Symposium on Medical Robotics, ISMR 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Deep Learning for Ventricular Arrhythmia Prediction Using Fibrosis Segmentations on Cardiac MRI Data

  van Lieshout, F. E., Klein, R. C., Kolk, M. Z., van Geijtenbeek, K., Vos, R., Ruiperez-Campillo, S., Feng, R., Deb, B., Ganesan, P., Knops, R., Isgum, I., Narayan, S., Bekkers, E., Vos, B. & Tjong, F. V. Y., 2022, 2022 Computing in Cardiology, CinC 2022. IEEE Computer Society, Vol. 2022-September. (Computing in Cardiology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  1 Citation (Scopus)

• Generative adversarial network for coronary artery plaque synthesis in coronary CT angiography

  Zhai, Z., Wang, Y., de Vos, B. D., Noothout, J. M. H., Planken, N. & Išgum, I., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120321R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Miniaturized time-resolved fluorescence spectrometer system

  Gasser, A., Shcheglov, A., Lapauw, T., van den Dries, T., Ingelberts, H., Hoving, W., Aalders, M. & Kuijk, M., 2022, Photonic Instrumentation Engineering IX. Busse, L. E., Soskind, Y. & Mock, P. C. (eds.). SPIE, Vol. 12008. 120080B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12008).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Weakly-Supervised Deep Learning for Left Ventricle Fibrosis Segmentation in Cardiac MRI Using Image-Level Labels

  on behalf of the DEEP RISK ICD study consortium, 2022, 2022 Computing in Cardiology, CinC 2022. IEEE Computer Society, Vol. 2022-September. (Computing in Cardiology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
• 2021

  A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art

  Fiske, L. D., Katsaggelos, A. K., Aalders, M. C. G., Alfeld, M., Walton, M. & Cossairt, O., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings: proceedings : 19-22 September 2021, Anchorage, Alaska, USA. Piscataway, NJ: IEEE Computer Society Press, p. 3458-3462 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  6 Citations (Scopus)

• An Automated and High Precision Quantitative Analysis of the ACR Phantom

  Markiewicz, P. J., da Costa-Luis, C., Dickson, J., Barnes, A., Krokos, G., MacKewn, J., Clark, T., Wimberley, C., MacNaught, G., Yaqub, M. M., Gispert, J. D., Hutton, B. F., Marsden, P., Hammers, A., Reader, A. J., Ourselin, S., Herholz, K., Matthews, J. C. & Barkhof, F., 2021, 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022. Tomita, H. & Nakamura, T. (eds.). Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Automatic segmentation of the olfactory bulbs in MRI

  Noothout, J. M. H., Postma, E. M., Boesveldt, S., de Vos, B. D., Smeets, P. A. M. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  4 Citations (Scopus)

• Automatic whole-heart segmentation in 4D TAVI treatment planning CT

  Bruns, S., Wolterink, J. M., van den Boogert, T. P. W., Henriques, J. P., Baan, J., Planken, R. N. & Išgum, I., 2021, Medical Imaging 2021: Image Processing: 15-19 February 2021, online only, Unitred States. Išgum, I., Landman, B. A., Isgum, I. & Landman, B. A. (eds.). Bellingham, WA: SPIE, Vol. 1. 8 p. 115960B. (Proceedings of SPIE; vol. 11596)(Progress in Biomedical Optics and Imaging; vol. 22, no. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis

  Zreik, M., Hampe, N., Leiner, T., Khalili, N., Wolterink, J. M., Voskuil, M., Viergever, M. A. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Combining diffuse reflectance spectroscopy and ultrasound imaging for resection margin assessment during colorectal cancer surgery

  Geldof, F., Dashtbozorg, B., Hendriks, B. H. W., Sterenborg, H. J. C. M. & Ruers, T. J. M., 2021, Multimodal Biomedical Imaging XVI. Azar, F. S., Intes, X. & Fang, Q. (eds.). SPIE, Vol. 11634. 116340K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11634).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Electrosurgical knife equipped with diffused reflectance spectroscopy sensing for tumor margin detection during breast conserving surgery - A phantom study

  Amiri, S. A., van Berckel, P., Dankelman, J. & Hendriks, B. H. W., 2021, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XIX 2021. Boudoux, C. & Tunnell, J. W. (eds.). SPIE, Vol. 11631. 1163110. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11631).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge

  Johnson, P. M., Jeong, G., Hammernik, K., Schlemper, J., Qin, C., Duan, J., Rueckert, D., Lee, J., Pezzotti, N., de Weerdt, E., Yousefi, S., Elmahdy, M. S., van Gemert, J. H. F., Schülke, C., Doneva, M., Nielsen, T., Kastryulin, S., Lelieveldt, B. P. F., van Osch, M. J. P., Staring, M., & 21 othersChen, E. Z., Wang, P., Chen, X., Chen, T., Patel, V. M., Sun, S., Shin, H., Jun, Y., Eo, T., Kim, S., Kim, T., Hwang, D., Putzky, P., Karkalousos, D., Teuwen, J., Miriakov, N., Bakker, B., Caan, M., Welling, M., Muckley, M. J. & Knoll, F., 2021, Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Haq, N., Johnson, P., Maier, A., Würfl, T. & Yoo, J. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12964 LNCS. p. 25-34 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12964 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Graph attention networks for segment labeling in coronary artery trees

  Hampe, N., Wolterink, J. M., Collet, C., Planken, N. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  6 Citations (Scopus)

• Lesion-wise evaluation for effective performance monitoring of small object segmentation

  Groothuis, I., Sudre, C. H., Ingala, S., Barnes, J., Gispert, J. D., Sørensen, L., Pai, A., Nielsen, M., Ourselin, S., Cardoso, M. J., Barkhof, F. & Modat, M., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 1159608. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Model-to-Image Registration via Deep Learning towards Image-Guided Endovascular Interventions

  Li, Z., Mancini, M. E., Monizzi, G., Andreini, D., Ferrigno, G., Dankelman, J. & de Momi, E., 2021, 2021 International Symposium on Medical Robotics, ISMR 2021. Institute of Electrical and Electronics Engineers Inc., (2021 International Symposium on Medical Robotics, ISMR 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Simulation of clinical focal laser ablation treatments to create a dosimetry model of the ablation zone using critical CEM43 values

  van Riel, L., van Kollenburg, R. A. A., Zweije, R., Crezee, J., de Reijke, T. M., Oddens, J. R., van Leeuwen, A. G. J. M. & de Bruin, D. M., 2021, Proceedings SPIE Volume 11619, Advanced Photonics in Urology.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

• Unsupervised super-resolution: Creating high-resolution medical images from low-resolution anisotropic examples

  Sander, J., de Vos, B. D. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I., Landman, B. A., Išgum, I. & Landman, B. A. (eds.). Bellingham, WA: SPIE, Vol. 11596. 7 p. 115960E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  10 Citations (Scopus)

• Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking

  van Harten, L. D., de Jonge, C. S., Stoker, J. & Išgum, I., 2021, Proceedings of the 4th Conference on Medical Imaging with Deep Learning, MIDL 2021. Heinrich, M., Dou, Q., de Bruijne, M., Lellmann, J., Schlaefer, A. & Ernst, F. (eds.). ML Research Press, Vol. 143. p. 802-812 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  3 Citations (Scopus)

• Untangling the small intestine in 4D MRI using deep stochastic tracking

  van Harten, L. D., de Jonge, C. S., Stoker, J. & Isgum, I., 2021, Medical Imaging with Deep Learning.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2020

  A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality

  Shaw, R., Sudre, C. H., Ourselin, S. B. & Cardoso, M. J., 2020, Proceedings of the 3rd Conference on Medical Imaging with Deep Learning, MIDL 2020. Arbel, T., Ayed, I. B., de Bruijne, M., Descoteaux, M., Lombaert, H. & Pal, C. (eds.). ML Research Press, Vol. 121. p. 733-742 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  2 Citations (Scopus)

• A Heuristic-Sliding-Window-based RRT Path Planning for Endovascular Catheterization

  Li, Z., Segato, A., Favaro, A., Dankelman, J. & de Momi, E., 2020, 7th National Congress of Bioengineering, GNB 2020 - Proceedings. Patron Editore S.r.l., p. 446-449 (Convegno Nazionale di Bioingegneria).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• An end-to-end deep learning approach for landmark detection and matching in medical images

  Grewal, M., Deist, T. M., Wiersma, J., Bosman, P. A. N. & Alderliesten, T., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11313. 2549302. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  6 Citations (Scopus)

• Automatic online quality control of synthetic CTs

  van Harten, L. D., Wolterink, J. M., Verhoeff, J. J. C. & Išgum, I., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11313. 2549286. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• Disentangling human error from the ground truth in segmentation of medical images

  Zhang, L., Tanno, R., Xu, M-C., Jin, C., Jacob, J., Ciccarelli, O., Barkhof, F. & Alexander, D. C., 2020, 34th Conference on Neural Information Processing Systems, NeurIPS 2020. Neural Information Processing Systems Foundation, Vol. 2020-December. (Advances in Neural Information Processing Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  37 Citations (Scopus)

• Exploiting clinically available delineations for cnn-based segmentation in radiotherapy treatment planning

  van Harten, L. D., Wolterink, J. M., Verhoeff, J. J. C. & Išgum, I., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11313. 2549653. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Hyperthermia treatment planning: Clinical application and ongoing research

  Kok, H. P. & Crezee, J., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. Institute of Electrical and Electronics Engineers Inc., 9135602. (14th European Conference on Antennas and Propagation, EuCAP 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• Inter-center cross-validation and finetuning without patient data sharing for predicting transcatheter aortic valve implantation outcome

  Lopes, R. R., Mamprin, M., Zelis, J. M., Tonino, P. A. L., van Mourik, M. S., Vis, M. M., Zinger, S., de Mol, B. A. J. M., de With, P. H. N. & Marquering, H. A., 1 Jul 2020, Proceedings - 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems, CBMS 2020. de Herrera, A. G. S., Rodriguez Gonzalez, A., Santosh, KC., Temesgen, Z., Kane, B. & Soda, P. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2020-July. p. 591-596 6 p. 9183069. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2020-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Learning to segment when experts disagree

  Zhang, L., Tanno, R., Bronik, K., Jin, C., Nachev, P., Barkhof, F., Ciccarelli, O. & Alexander, D. C., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12261 LNCS. p. 179-190 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  10 Citations (Scopus)

• Loco-regional Hyperthermia Delivery: Patient-specific set-up Procedures for Treatment Optimisation

  Crezee, J., Zweije, R. & Kok, H. P., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. Institute of Electrical and Electronics Engineers Inc., 9135481. (14th European Conference on Antennas and Propagation, EuCAP 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Mutual information for unsupervised deep learning image registration

  de Vos, B. D., van der Velden, B. H. M., Sander, J., Gilhuijs, K. G. A., Staring, M. & Išgum, I., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11313. 2549729. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  22 Citations (Scopus)

• Robust evolutionary bi-objective optimization for prostate cancer treatment with high-dose-rate brachytherapy

  van der Meer, M. C., Bel, A., Niatsetski, Y., Alderliesten, T., Pieters, B. R. & Bosman, P. A. N., 2020, Parallel Problem Solving from Nature – PPSN XVI - 16th International Conference, PPSN 2020, Proceedings. Bäck, T., Preuss, M., Deutz, A., Emmerich, M., Wang, H., Doerr, C. & Trautmann, H. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12270 LNCS. p. 441-453 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12270 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Textural Feature Based Segmentation: A Repeatable and Accurate Segmentation Approach for Tumors in PET Images

  Pfaehler, E., Mesotten, L., Kramer, G., Thomeer, M., Vanhove, K., de Jong, J., Adriaensens, P., Hoekstra, O. S. & Boellaard, R., 1 Jan 2020, Medical Image Understanding and Analysis - 24th Annual Conference, MIUA 2020, Proceedings. Papiez, B. W., Namburete, A. I. L., Yaqub, M. & Noble, J. A. (eds.). Springer, p. 3-14 12 p. (Communications in Computer and Information Science; vol. 1248 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Transferring clinical prediction models across hospitals and electronic health record systems

  Curth, A., Thoral, P., van den Wildenberg, W., Bijlstra, P., de Bruin, D., Elbers, P. & Fornasa, M., 1 Jan 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, Vol. 1167 CCIS. p. 605-621 17 p. (Communications in Computer and Information Science; vol. 1167 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  10 Citations (Scopus)

• Transformers for Ischemic Stroke Infarct Core Segmentation from Spatio-temporal CT Perfusion Scans

  de Vries, L., Emmer, B. J., Majoie, C. B. L. M., Marquering, H. & Gavves, E., Jul 2020, Medical Imaging with Deep Learning Lübeck, 7 ‑ 9 July 2021.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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