Raad van Bestuur cluster 2

Research output

Research output per year 1981 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 6014 Article
• 457 (Systematic) Review article
• 382 Doctoral Thesis
• 240 Comment/Letter to the editor
• 421 More
  • 168 Editorial
  • 97 Chapter
  • 76 Erratum / corrigendum / retractions
  • 20 Conference Abstract/Poster in journal
  • 18 Conference article in proceeding
  • 16 Inaugural speech
  • 11 Preprint
  • 4 Report
  • 4 Abstract
  • 3 Book editing
  • 2 Book
  • 1 Book/Film/Article review
  • 1 Special issue

Research output per year

Research output per year

Search results

• 2023

  AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography

  Su, R., van der Sluijs, M., Cornelissen, S., van Zwam, W., van der Lugt, A., Niessen, W., Ruijters, D., van Walsum, T. & Dalca, A., 1 Jan 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.). 7 ed. Springer Verlag, Vol. 14226. p. 770-780 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14226 LNCS).

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

  Open Access

  File
  7 Downloads (Pure)

• An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease

  Kang, W., Li, B., Papma, J. M., Jiskoot, L. C., Deyn, P. P. D., Biessels, G. J., Claassen, J. A. H. R., Middelkoop, H. A. M., Flier, W. M. V. D., Ramakers, I. H. G. B., Klein, S., Bron, E. E. & Parelsnoer Neurodegenerative Diseases study group, 1 Jan 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Proceedings. Celebi, M. E., Salekin, M. S., Kim, H. & Albarqouni, S. (eds.). Springer Verlag, Vol. 14393. p. 69-78 10 p. 305659. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14393).

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

  Open Access
• 2022

  Synthetic data of simulated microcalcification clusters to train and explain deep learning detection models in contrast-enhanced mammography

  Van Camp, A., Beuque, M., Cockmartin, L., Woodruff, H. C., Marshall, N. W., Lobbes, M., Lambin, P. & Bosmans, H., 1 Jan 2022, 16th International Workshop on Breast Imaging: IWBI 2022. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, Vol. 12286. 122860U. (Proceedings of SPIE - The International Society for Optical Engineering; No. 122860U, Vol. 12286).

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

  Open Access

  File
  11 Downloads (Pure)

• Towards Closed-Loop Speech Synthesis From Stereotactic Eeg: A Unit Selection Approach

  Angrick, M., Ottenhoff, M., Diener, L., Ivucic, D., Ivucic, G., Goulis, S., Colon, A. J., Wagner, L., Krusienski, D. J., Kubben, P. L., Schultz, T. & Herff, C., 2022, 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). IEEE, p. 1296-1300 5 p. (International Conference on Acoustics Speech and Signal Processing Proceedings).

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

  Open Access

  File
  53 Downloads (Pure)
• 2021

  Continuously Decoding Grasping Movements using Stereotactic Depth Electrodes

  Ottenhoff, M. C., Goulis, S., Wagner, L., Tousseyn, S., Colon, A., Kubben, P. & Herff, C., Nov 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, p. 6098-6101 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic

  Open Access

  File
  88 Downloads (Pure)

• Multilingual Learning for Mild Cognitive Impairment Screening from a Clinical Speech Task

  Lindsay, H., Müller, P., Kröger, I., Tröger, J., Linz, N., König, A., Zeghari, R., Verhey, F. R. J. & Ramakers, I. H. G. B., 1 Jan 2021, International Conference Recent Advances in Natural Language Processing, RANLP 2021. Angelova, G., Kunilovskaya, M., Mitkov, R. & Nikolova-Koleva, I. (eds.). Association for Computational Linguistics (ACL), p. 830-838 9 p. (International Conference Recent Advances in Natural Language Processing, RANLP).

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

  Open Access

  File
  12 Downloads (Pure)

• Quantitative Interpretation of Myocardial Fiber Structure in the Left and Right Ventricle of an Equine Heart Using Diffusion Tensor Cardiovascular Magnetic Resonance Imaging

  Straatman, H. C. H., Van Der Schoor, I., Froeling, M., Van Steenkiste, G., Holtackers, R. J. & Delhaas, T., 18 Jun 2021, Functional Imaging and Modeling of the Heart. FIMH 2021. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer, Cham, p. 178-188 (Lecture Notes in Computer Science, Vol. 12738).

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

  Open Access

  File
  2 Downloads (Pure)

• Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach

  Angrick, M., Ottenhoff, M., Goulis, S., Colon, A. J., Wagner, L., Krusienski, D. J., Kubben, P., Schultz, T. & Herff, C., 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, p. 6045-6048 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic

  Open Access

  File
  160 Downloads (Pure)
• 2020

  FASTRACK II magnetic resonance imaging sub-study Diffusion and perfusion biomarkers for renal SABR response

  Korte, J. C., Reynolds, H., Lasocki, A., Vanneste, B. G. L., Miclea, R., Backes, W. H., Sridharan, S., Sidhom, M., Rai, R., Kron, T., Hardcastle, N. & Siva, S., 16 Oct 2020, Micro-Mini & Nano Dosimetry and Innovative Technologies in Radiation Oncology. 1 ed. Vol. 1662. 012018. (Journal of Physics: Conference Series).

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

• Quantitative Comparison of Monte-Carlo Dropout Uncertainty Measures for Multi-class Segmentation

  Camarasa, R., Bos, D., Hendrikse, J., Nederkoorn, P., Kooi, E., Van Der Lugt, A. & De Bruijne, M., 5 Oct 2020, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis. UNSURE 2020, GRAIL 2020. Sudre, C. H., Fehri, H., Arbel, T., Baumgartner, C. F., Dalca, A., Tanno, R., van Leemput, K., Wells, W. M., Sotiras, A., Papiez, B., Ferrante, E. & Parisot, S. (eds.). Springer, Cham, p. 32-41 10 p. (Lecture Notes in Computer Science, Vol. 12443).

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

  Open Access

  File
  133 Downloads (Pure)
• 2019

  A convolutional neural network based framework for classification of seizure types

  Raghu, Sriraam, N., Temel, Y., Rao, S. V. & Kubben, P. L., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Xplore, Vol. 2019. p. 2547-2550 4 p. (IEEE Engineering in Medicine and Biology Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
• 2018

  Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning

  Bokhorst, J. M., Rijstenberg, L., Goudkade, D., Nagtegaal, I., van der Laak, J. & Ciompi, F., 2018, COMPUTATIONAL PATHOLOGY AND OPHTHALMIC MEDICAL IMAGE ANALYSIS. Springer, Vol. 11039. p. 130-138 9 p. (Lecture Notes in Computer Science, Vol. 11039).

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

• Breast Lesion Segmentation Software For Dce-Mri: An Open Source Gpgpu Based Optimization

  Zavala-Romero, O., Meyer-Baese, A. & Lobbes, M. B. I., 2018, 2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018). IEEE, p. 211-215 5 p. (IEEE International Symposium on Biomedical Imaging).

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

• Multi-level analysis of spatio-temporal features in non-mass enhancing breast tumors

  Tahmassebi, A., Ngo, D., Garcia, A., Castillo, E., Morales, D. P., Pinker-Domenig, K., Lobbes, M. & Meyer-Base, A., 2018, SMART BIOMEDICAL AND PHYSIOLOGICAL SENSOR TECHNOLOGY XV. SPIE-INT SOC OPTICAL ENGINEERING, 13 p. (Proceedings of SPIE, Vol. 10662).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
• 2017

  Dynamical Graph Theory Networks Techniques for the Analysis of Sparse Connectivity Networks in Dementia

  Tahmassebi, A., Pinker-Domenig, K., Wengert, G., Lobbes, M., Stadlbauer, A., Romero, F. J., Morales, D. P., Castillo, E., Garcia, A., Botella, G. & Meyer-Base, A., 2017, SMART BIOMEDICAL AND PHYSIOLOGICAL SENSOR TECHNOLOGY XIV. SPIE-INT SOC OPTICAL ENGINEERING, Vol. 10216. 8 p. 1021609. (Proceedings of SPIE, Vol. 10216).

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

• The Driving Regulators of the Connectivity Protein Network of Brain Malignancies

  Tahmassebi, A., Pinker-Domenig, K., Wengert, G., Lobbes, M., Stadlbauer, A., Wildburger, N. C., Romero, F. J., Morales, D. P., Castillo, E., Garcia, A., Botella, G. & Meyer-Base, A., 2017, SMART BIOMEDICAL AND PHYSIOLOGICAL SENSOR TECHNOLOGY XIV. SPIE-INT SOC OPTICAL ENGINEERING, 8 p. 1021605. (Proceedings of SPIE, Vol. 10216).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
• 2016

  Computer-Aided Diagnosis of Diagnostically Challenging Lesions in Breast MRI: A Comparison between a Radiomics and a Feature-Selective Approach

  Hoffmann, S., Lobbes, M., Houben, I., Pinker-Domenig, K., Wengert, G., Burgeth, B., Meyer-Base, U., Lemaitre, G. & Meyer-Baese, A., 2016, SENSING AND ANALYSIS TECHNOLOGIES FOR BIOMEDICAL AND COGNITIVE APPLICATIONS 2016. Dai, L., Zheng, Y., Chu, H. & Meyer-Bäse, A. D. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, Vol. 9871. 7 p. (Proceedings of SPIE; No. 98710H, Vol. 9871).

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

• Proteomic Data Analysis of Glioma Cancer Stem-Cell Lines Based on Novel Nonlinear Dimensional Data Reduction Techniques

  Lespinats, S., Pinker-Domenig, K., Wengert, G., Houben, I., Lobbes, M., Stadlbauer, A. & Meyer-Base, A., 2016, SENSING AND ANALYSIS TECHNOLOGIES FOR BIOMEDICAL AND COGNITIVE APPLICATIONS 2016. Dai, L., Zheng, Y., Chu, H. & Meyer-Bäse, A. D. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, Vol. 9871. 8 p. (Proceedings of SPIE; No. 98710T, Vol. 9871).

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