BISS-Brightlands Institute for Smart Society

Research output

Research output per year 2017 2021 2022 2023 2024

• 154 Article
• 44 Conference Abstract/Poster in journal
• 39 Conference article in proceeding
• 20 (Systematic) Review article
• 92 More
  • 19 Doctoral Thesis
  • 17 Chapter
  • 12 Report
  • 7 Editorial
  • 6 Preprint
  • 5 Paper
  • 5 Poster
  • 5 Web publication/site
  • 4 Book editing
  • 3 Conference article in journal
  • 2 Book
  • 2 Discussion paper
  • 1 Inaugural speech
  • 1 Conference Abstract/Poster in proceeding
  • 1 Foreword/postscript
  • 1 Erratum / corrigendum / retractions
  • 1 Comment/Letter to the editor

Research output per year

Research output per year

Search results

• 2024

  A distributed feature selection pipeline for survival analysis using radiomics in non-small cell lung cancer patients

  Gottardelli, B., Gouthamchand, V., Masciocchi, C., Boldrini, L., Martino, A., Mazzarella, C., Massaccesi, M., Monshouwer, R., Findhammer, J., Wee, L., Dekker, A., Gambacorta, M. A. & Damiani, A., 1 Dec 2024, In: Scientific Reports. 14, 1, 7814.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• A federated learning system for precision oncology in Europe: DigiONE

  Mahon, P., Chatzitheofilou, I., Dekker, A., Fernández, X., Hall, G., Helland, A., Traverso, A., Van Marcke, C., Vehreschild, J., Ciliberto, G. & Tonon, G., Feb 2024, In: Nature Medicine. 30, 2, p. 334-337 4 p.

  Research output: Contribution to journal › Article › Academic › peer-review
  1 Downloads (Pure)

• An Overview of Real-World Data Infrastructure for Cancer Research

  Price, G., Peek, N., Eleftheriou, I., Spencer, K., Paley, L., Hogenboom, J., van Soest, J., Dekker, A., van Herk, M. & Faivre-Finn, C., 1 Jan 2024, (E-pub ahead of print) In: Clinical Oncology.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• A PET/CT radiomics model for predicting distant metastasis in early-stage non-small cell lung cancer patients treated with stereotactic body radiotherapy: a multicentric study

  Yu, L., Zhang, Z., Yi, H. Q., Wang, J., Li, J., Wang, X., Bai, H., Ge, H., Zheng, X., Ni, J., Qi, H., Guan, Y., Xu, W., Zhu, Z., Xing, L., Dekker, A., Wee, L., Traverso, A., Ye, Z. & Yuan, Z., 1 Dec 2024, In: Radiation Oncology. 19, 1, 11 p., 10.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Development and validation of multicentre study on novel Artificial Intelligence-based Cardiovascular Risk Score (AICVD)

  Jalepalli, S. K., Gupta, P., Dekker, A. L. A. J., Bermejo, I. & Kar, S., 18 Jan 2024, In: Family Medicine and Community Health. 12, 1 Suppl, 14 p., e002340.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Effect of mobile phone messaging on uptake of maternal and child health service in southern Ethiopia: Protocol for cluster randomized controlled trial

  Gilano, G., Dekker, A. & Fijten, R., 1 Apr 2024, (E-pub ahead of print) In: Clinical Nutrition Open Science. 54, p. 89-99 11 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Getting real about synthetic data ethics: Are AI ethics principles a good starting point for synthetic data ethics?

  Shanley, D., Hogenboom, J., Lysen, F., Wee, L., Lobo Gomes, A., Dekker, A. & Meacham, D., 22 Feb 2024, In: Embo Reports.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Natural Language Processing Algorithm Used for Staging Pulmonary Oncology from Free-Text Radiological Reports: "Including PET-CT and Validation Towards Clinical Use"

  Nobel, J. M., Puts, S., Krdzalic, J., Zegers, K. M. L., Lobbes, M. B. I., F Robben, S. G. & Dekker, A. L. A. J., 12 Jan 2024, (E-pub ahead of print) In: Journal of Imaging Informatics in Medicine.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Predicting the risk of neurocognitive decline after brain irradiation in adult patients with a primary brain tumor

  Tohidinezhad, F., Zegers, C. M. L., Vaassen, F., Dijkstra, J., Anten, M., Van Elmpt, W., De Ruysscher, D., Dekker, A., Eekers, D. B. P. & Traverso, A., 10 Apr 2024, (E-pub ahead of print) In: Neuro-oncology.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• SwinHR: Hemodynamic-powered hierarchical vision transformer for breast tumor segmentation

  Zhao, Z., Du, S., Xu, Z., Yin, Z., Huang, X., Huang, X., Wong, C., Liang, Y., Shen, J., Wu, J., Qu, J., Zhang, L., Cui, Y., Wang, Y., Wee, L., Dekker, A., Han, C., Liu, Z., Shi, Z. & Liang, C., 3 Jan 2024, In: Computers in biology and medicine. 169, 11 p., 107939.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• The challenge of open-texture in law

  Guitton, C., Tamo-Larrieux, A., Mayer, S. & van Dijck, G., 17 Apr 2024, (E-pub ahead of print) In: Artificial Intelligence and Law. p. 1-31 31 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• The role of mHealth intervention to improve maternal and child health: A provider-based qualitative study in Southern Ethiopia

  Gilano, G., Dekker, A. & Fijten, R., 8 Feb 2024, In: PLOS ONE. 19, 2, 19 p., e0295539.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access
• 2023

  A comparison of machine learning models for predicting urinary incontinence in men with localized prostate cancer

  Hasannejadasl, H., Osong, B., Bermejo, I., van der Poel, H., Vanneste, B., van Roermund, J., Aben, K., Zhang, Z., Kiemeney, L., Van Oort, I., Verwey, R., Hochstenbach, L., Bloemen, E., Dekker, A. & Fijten, R. R. R., 12 Apr 2023, In: Frontiers in Oncology. 13, 1, 9 p., 1168219.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Advances in radiotherapy and its impact on second primary cancer risk: A multi-center cohort study in prostate cancer patients

  Jahreiss, M. C., Hoogeman, M., Aben, K. K. H., Dirkx, M., Snieders, R., Pos, F. J., Janssen, T., Dekker, A., Vanneste, B., Minken, A., Hoekstra, C., Smeenk, R. J., Incrocci, L. & Heemsbergen, W., 1 Jun 2023, In: Radiotherapy and Oncology. 183, 1, 8 p., 109659.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• A paleo-neurologic investigation of the social brain hypothesis in frontotemporal dementia

  Vandenbulcke, M., Van de Vliet, L., Sun, J., Huang, Y-A., Van Den Bossche, M. J. A., Sunaert, S., Peeters, R., Zhu, Q., Vanduffel, W., de Gelder, B., De Winter, F-L. & Van den Stock, J., Feb 2023, In: Cerebral Cortex. 33, 3, p. 622–633 12 p.

  Research output: Contribution to journal › Article › Academic › peer-review

• Applying federated learning to combat food fraud in food supply chains

  Gavai, A., Bouzembrak, Y., Mu, W., Martin, F., Kaliyaperumal, R., van Soest, J., Choudhury, A., Heringa, J., Dekker, A. & Marvin, H. J. P., 1 Sept 2023, In: npj Science of Food. 7, 1, p. 46 9 p., 46.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Are all shortcuts in encoder-decoder networks beneficial for CT denoising?

  Chen, J. H., Zhang, C., Wee, L., Dekker, A. & Bermejo, I., 2 Jan 2023, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 11, 1, p. 59-66 8 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study

  Kalendralis, P., Luk, S. M. H., Canters, R., Eyssen, D., Vaniqui, A., Wolfs, C., Murrer, L., van Elmpt, W., Kalet, A. M., Dekker, A., van Soest, J., Fijten, R., Zegers, C. M. L. & Bermejo, I., 28 Feb 2023, In: Frontiers in Oncology. 13, 1, 10 p., 1099994.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• ciTIzen-centric DAta pLatform (TIDAL): Sharing distributed personal data in a privacy-preserving manner for health research

  Sun, C., Ocana, M. G., van Soest, J. & Dumontier, M., 2023, In: Semantic web. 14, 5, p. 977-996 20 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma

  Mithun, S., Jha, A. K., Sherkhane, U. B., Jaiswar, V., Purandare, N. C., Dekker, A., Puts, S., Bermejo, I., Rangarajan, V., Zegers, C. M. L. & Wee, L., Jun 2023, In: Journal of Digital Imaging. 36, 3, p. 812-826 15 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Comparing the performance of a deep learning-based lung gross tumour volume segmentation algorithm before and after transfer learning in a new hospital

  Kulkarni, C., Sherkhane, U., Jaiswar, V., Mithun, S., Mysore Siddu, D., Rangarajan, V., Dekker, A., Traverso, A., Jha, A. & Wee, L., 12 Dec 2023, In: BJR Open. 6, 1, 10 p., tzad008.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Computed tomography and radiation dose images-based deep-learning model for predicting radiation pneumonitis in lung cancer patients after radiation therapy

  Zhang, Z., Wang, Z. X., Luo, T. C., Yan, M., Dekker, A., De Ruysscher, D., Traverso, A., Wee, L. & Zhao, L. J., 1 May 2023, In: Radiotherapy and Oncology. 182, 9 p., 109581.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors

  Tohidinezhad, F., Bontempi, D., Zhang, Z., Dingemans, A. M., Aerts, J., Bootsma, G., Vansteenkiste, J., Hashemi, S., Smit, E., Gietema, H., Aerts, H. J. W. L., Dekker, A., Hendriks, L. E. L., Traverso, A. & De Ruysscher, D., 1 Apr 2023, In: European Journal of Cancer. 183, 1, p. 142-151 10 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Context-aware modeling for knowledge-intensive medicinal product development processes

  Yurt, Z. O., Eshuis, R., Wilbik, A. & Vanderfeesten, I., Apr 2023, In: Software and Systems Modeling. 22, 2, p. 709-731 23 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Development and validation of deep learning and BERT models for classification of lung cancer radiology reports

  Mithun, S., Jha, A. K., Sherkhane, U. B., Jaiswar, V., Purandare, N. C., Rangarajan, V., Dekker, A., Puts, S., Bermejo, I. & Wee, L., 1 Jan 2023, In: Informatics in Medicine Unlocked. 40, 1, 10 p., 101294.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Development and validation of radiomic signature for predicting overall survival in advanced stage cervical cancer

  Jha, A. K., Mithun, S., Sherkhane, U. B., Jaiswar, V., Shah, S., Purandare, N., Prabhash, K., Maheshwari, A., Gupta, S., Wee, L., Rangarajan, V. & Dekker, A., 17 May 2023, In: Frontiers in Nuclear Medicine. 3, 13 p., 1138552.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation

  Pai, S., Hadzic, I., Rao, C., Zhovannik, I., Dekker, A., Traverso, A., Asteriadis, S. & Hortal, E., Jan 2023, In: Sensors. 23, 3, 20 p., 1089.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Functional MRI activation of the nucleus tractus solitarius after taste stimuli at ultra-high field: a proof-of-concept single-subject study

  Canna, A., Cantone, E., Roefs, A., Franssen, S., Prinster, A., Formisano, E., Di Salle, F. & Esposito, F., 26 Oct 2023, In: Frontiers in nutrition. 10, 8 p., 1173316.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy

  Sun, C., van Soest, J. & Dumontier, M., 1 Jul 2023, In: Journal of Biomedical Informatics. 143, 14 p., 104404.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation

  Puts, S., Nobel, M., Zegers, C., Bermejo, I., Robben, S. & Dekker, A., 2023, In: JMIR Formative Research. 7, 1, 14 p., e38125.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data

  Sieswerda, M., Xie, S., van Rossum, R., Bermejo, I., Geleijnse, G., Aben, K., van Erning, F., Lemmens, V., Dekker, A. & Verbeek, X., 1 Jan 2023, In: JCO Clinical Cancer Informatics. 7, 1, 9 p., e2200080.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization

  Mateus, P., Volmer, L., Wee, L., Aerts, H. J. W. L., Hoebers, F., Dekker, A. & Bermejo, I., 24 Oct 2023, In: Scientific Reports. 13, 1, 11 p., 18176.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds

  Giordano, B. L., Esposito, M., Valente, G. & Formisano, E., Apr 2023, In: Nature Neuroscience. 26, 4, p. 664-672 13 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Layer-specific correlates of detected and undetected auditory targets during attention

  Heynckes, M., Lage-Castellanos, A., De Weerd, P., Formisano, E. & De Martino, F., Jan 2023, In: Current Research in Neurobiology. 4, 100075.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Modulating risk-taking behavior with theta-band tACS

  Dantas, A. M., Sack, A. T., Brüggen, E., Jiao, P. & Schuhmann, T., 1 Dec 2023, In: Neuroimage. 283, 20 p., 120422.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• pCR and 2-Year Disease-Free Survival: A Combination of the Two Endpoints as a New Classification for Locally Advanced Rectal Cancer Patients-An Updated Pooled Analysis of Eleven International Randomized Trials

  Gambacorta, M. A., Chiloiro, G., Masciocchi, C., Mariani, S., Romano, A., Gonnelli, A., Gerard, J-P., Ngan, S., Roedel, C., Bujko, K., Glynne-Jones, R., van Soest, J., Dekker, A., Damiani, A. & Valentini, V., 1 Jun 2023, In: Cancers. 15, 12, 11 p., 3209.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Pervasive Computational Law

  Guitton, C., Tamo - Larrieux, A., Mayer, S., Ashley, K., Grabmaier, M., Sartor, G., Sartor, G. & van Dijck, G., 2023, In: Ieee Pervasive Computing. 22, 3, p. 48-51

  Research output: Contribution to journal › Article › Academic

• Predictability awareness rather than mere predictability enhances the perceptual benefits for targets in auditory rhythms over targets following temporal cues

  Heynckes, M., Hoffmann, K., Formisano, E., De Martino, F. & De Weerd, P., 27 Oct 2023, In: PLOS ONE. 18, 10, 15 p., e0284755.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Radiomics and dosiomics signature from whole lung predicts radiation pneumonitis: A model development study with prospective external validation and decision-curve analysis

  Zhang, Z., Wang, Z., Meng, Y. A., Yu, J., Dekker, A., Zhao, L. J. & Wee, L., 1 Mar 2023, In: International Journal of Radiation Oncology Biology Physics. 115, 3, p. 746-758 13 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File
  2 Downloads (Pure)

• Retrieving Relevant EU Drone Legislation with Citation Analysis

  van Dijck, G., On, D., Snel, J. & Nanda, R., 26 Jul 2023, In: Drones. 7, 8, p. 1-19 19 p., 490.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Technical note: A knowledge graph approach to registering tumour specific data of patient-candidates for proton therapy in the Netherlands

  Kalendralis, P., Sloep, M., Choudhury, A., Seyben, L., Snel, J., George, N. M., Veugen, J., Veening, M., Langendijk, J. A., Dekker, A., van Soest, J. & Fijten, R., Feb 2023, In: Medical Physics. 50, 2, p. 1044-1050 7 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• The functional relevance of right DLPFC and VMPFC in risk-taking behavior

  Dantas, A. M., Sack, A. T., Bruggen, E., Jiao, P. & Schuhmann, T., Feb 2023, In: Cortex. 159, p. 64-74 11 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• The public perceptions of algorithmic decision-making systems: Results from a large-scale survey

  Aysolmaz, B., Muller, R. & Meacham, D., Apr 2023, In: Telematics and Informatics. 79, 16 p., 101954.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Towards a Flexible Assessment of Compliance with Clinical Protocols Using Fuzzy Aggregation Techniques

  Wilbik, A., Vanderfeesten, I., Bergmans, D., Heines, S., Turetken, O. & van Mook, W., 1 Feb 2023, In: Algorithms. 16, 2, 22 p., 109.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Towards Customer Outcome Management in Smart Manufacturing

  Grefen, P., Vanderfeesten, I., Wilbik, A., Comuzzi, M., Ludwig, H., Serral, E., Kuitems, F., Blanken, M. & Pietrasik, M., 1 Jun 2023, In: Machines. 11, 6, 35 p., 636.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• Using 3D deep features from CT scans for cancer prognosis based on a video classification model: A multi-dataset feasibility study

  Chen, J., Wee, L., Dekker, A. & Bermejo, I., Jul 2023, In: Medical Physics. 50, 7, p. 4220-4233 14 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access
• 2022

  Acquired Prosopagnosia with Structurally Intact and Functional Fusiform Face Area and with Face Identity-Specific Configuration Processing Deficits

  de Gelder, B., Huis In 't Veldt, E., Zhan, M. & Van den Stock, J., 20 Oct 2022, In: Cerebral Cortex. 32, 21, p. 4671-4683 13 p.

  Research output: Contribution to journal › Article › Academic › peer-review

• A formalization of one of the main claims of “The FAIR Guiding Principles for scientific data management and stewardship” by Wilkinson et al. 20161

  Dumontier, M., 22 Mar 2022, In: Data Science. 5, 1, p. 53-56

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• An AI model of sonographer's evaluation+ S-Detect + elastography + clinical information improves the preoperative identification of benign and malignant breast masses

  Sun, P., Feng, Y., Chen, C., Dekker, A., Qian, L., Wang, Z. & Guo, J., 11 Nov 2022, In: Frontiers in Oncology. 12, 9 p., 1022441.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

• An Applicable Machine Learning Model Based on Preoperative Examinations Predicts Histology, Stage, and Grade for Endometrial Cancer

  Feng, Y., Wang, Z. X., Xiao, M. Z., Li, J. F., Su, Y., Delvoux, B., Zhang, Z., Dekker, A., Xanthoulea, S., Zhang, Z. Q., Traverso, A., Romano, A., Zhang, Z. Y., Liu, C. D., Gao, H. Q., Wang, S. Z. & Qian, L. X., 30 May 2022, In: Frontiers in Oncology. 12, 6 p., 904597.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access