Department of Advanced Computing Sciences

Research output

Research output per year 1985 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 858 Article
• 686 Conference article in proceeding
• 189 Chapter
• 96 Doctoral Thesis
• 460 More
  • 69 Editorial
  • 53 Preprint
  • 40 Abstract
  • 37 Paper
  • 35 Report
  • 34 Conference Abstract/Poster in journal
  • 33 Conference article in journal
  • 33 Working paper
  • 32 Book editing
  • 19 Foreword/postscript
  • 17 Poster
  • 15 (Systematic) Review article
  • 8 Book
  • 8 Conference Abstract/Poster in proceeding
  • 7 Inaugural speech
  • 6 Erratum / corrigendum / retractions
  • 5 Comment/Letter to the editor
  • 3 Book/Film/Article review
  • 3 Web publication/site
  • 2 Discussion paper
  • 1 Entry for encyclopedia/dictionary

Research output per year

Research output per year

Search results

• 2024

  Speech-based monitoring of exacerbations in chronic respiratory diseases

  Yan, Y., Van Bemmel, L., Simons, S. O. & Urovi, V., 1 Sept 2024, In: European Respiratory Journal. 64, 2 p., PA3986.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2023

  Identification Of A Prdm1-Regulated T-Cell Network Which Controls T-Cell Driven Plaque Inflammation In Human And Mouse Atherosclerosis

  Maas, S., Jin, H., Lu, C., Nagenborg, J., Manca, M., Karel, J., Cavill, R., Sikkink, C., Yu, B., Nadeau, S., Dos Santos, J., Gijbels, M., Mees, B., Smirnov, E., Sluimer, J., Martins, G., Van der Vorst, E. & Biessen, E., 1 Aug 2023, In: Atherosclerosis. 379, S1, p. S11-S11 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Optimal pixel signal intensity threshold for the assessment of endocardial left-ventricular scar by 3D dark blood MRI compared to bipolar voltage electro-anatomical mapping

  Kaya, Y. S., Stoks, J., Gommers, S., Holtackers, R. J., Duijsings, R., Vernooy, K., Volders, P. & Ter Bekke, R., 1 Nov 2023, In: European Heart Journal. 44, 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2022

  A Comparative Study Of Computational Modelling Of Yap/Taz Nuclear Translocation In 2D And 3D

  Eroume, K. S., Stankova, K., Cavill, R., de Boer, J. & Carlier, A., 1 Apr 2022, In: Tissue Engineering. 28, p. S69-S69 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Deep learning segmentation of heart substructures in radiotherapy treatment planning

  Nürnberg, L., Bontempi, D., de Ruysscher, D., Dekker, A., Hortal, E., Canters, R. & Traverso, A., 2022, In: Physica Medica: European journal of medical physics. 104, Supplement 1, p. S76

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Developing a multivariate prediction model for the detection of COVID-19 from crowd-sourced respiratory voice data

  Aljbawi, W., Simons, S. & Urovi, V., 4 Sept 2022, In: European Respiratory Journal. 60, 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

• Finding the roadmap of a liver cell developing non-alcoholic fatty liver disease

  Pieterman, C., Jiang, J., Gerards, M., Ertaylan, G., Peeters, R. & de Kok, T., 1 Sept 2022, In: Toxicology Letters. 368, p. S194-S194 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Generating synthetic hypoxia images from FDG-PET using Generative Adversarial Networks (GANs)

  Traverso, A., Rao, C., Briassouli, A., Dekker, A., De Ruysscher, D. & van Elmpt, W., 1 May 2022, In: Radiotherapy and Oncology. 170, p. S1396-S1397 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Identification of a PRDM1-regulated T cell network to regulate T cell driving plaque inflammation in human and mouse atherosclerosis

  Maas, S. L., Jin, H., Lu, C., Nagenborg, J., Karel, J. M. H., Cavill, R., Sikkink, C. J. J. M., Nadeau, S., Gijbels, M., Mees, B. M. E., Smirnov, E., Sluimer, J. C., Martins, G. A., Van der Vorst, E. P. C. & Biessen, E. A. L., 1 Oct 2022, In: European Heart Journal. 43, p. 3049-3049 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

• Identification of CD8+T cell PRDM1 in high-risk human plaques and its regulatory role in murine lesion development

  Maas, S. L., Jin, H., Lu, C., Nagenborg, J., Manca, M., Karel, J. M. H., Cavill, R., Waring, O., Sikkink, C. J. J. M., Mees, B. M. E., Daemen, M. J. A. P., Smirnov, E., Sluimer, J., van der Vorst, E. P. C. & Biessen, E. A. L., 10 Jun 2022, In: Cardiovascular Research. 118, SUPPL 1, 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

  • High Risk 100%
  • T Cells 100%
  • Regulatory Role 100%
  • CD8+ T Cells 100%
  • Human Plaque 100%

• Identification Of Cd8+T Cell Prdm1 In High-Risk Human Plaques And Its Regulatory Role In Murine Lesion Development

  Jin, H., Maas, S. L., Lu, C., Nagenborg, J., Manca, M., Karel, J. M. H., Cavill, R., Waring, O., Sikkink, C. J. J. M., Mees, B. M. E., Daemen, M. J. A. P., Smirnov, E., Sluimer, J., Van der Vorst, E. & Biessen, E. A. L., 1 Aug 2022, In: Atherosclerosis. 355, p. E9-E9 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Machine learning to predict safety signals using molecular similarity and disproportionate reporting rates

  Quirant, L. A., Rudolph, A., Cavill, R. & Meldau, E. L., 1 Sept 2022, In: Pharmacoepidemiology and Drug Safety. 31, SI, p. 456-456 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Repetitive Conduction Patterns in Atrial Fibrillation: Spatial Relationship with Re-Entrant Drivers

  Gonçalves Marques, V., Gharaviri, A., Pezzuto, S., Bonizzi, P., Zeemering, S. & Schotten, U., 2022, In: Heart Rhythm. 19, 5, p. S397-S398

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Vocal biomarkers in COPD: capturing disease severity using voice

  Michels, I., Urovi, V., Strik, H., Van Helvoort, H. A. C., Simons, S. O. & Michels, I. L., 4 Sept 2022, In: European Respiratory Journal. 60, 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2021

  876P Automatic segmentation of organs at risk in head and neck using 3D-UNets

  Datta, S., Traverso, A., Mehrkanoon, S. & Briassouli, A., 2021, In: Annals of Oncology. 32, p. S793-S793 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

• Gradient-based neuroevolution of augmenting topologies for compact, low compute deep ANN search

  Seetha, S. T., Driessens, K., Woodruff, H., Rancati, T., Bertocchi, E., Pastorino, U. & Lambin, P., 1 Aug 2021, In: Radiotherapy and Oncology. 161, p. S1423-S1425 3 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Local areas of earlier repolarization cause epicardial repolarization heterogeneity in patients with apparently idiopathic ventricular fibrillation

  Van Rees, B., Stoks, J., Nguyen, Y. C., Ter Bekke, R. M. A., Mihl, C., Cluitmans, M. & Volders, P. G. A., 1 Oct 2021, In: European Heart Journal. 42, p. 326-326 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access
• 2020

  A Bayesian network structure for predicting local recurrence in rectal cancer patients

  Biche, A., Masciocchi, C., Damiani, A., Bermejo, I., Meldolesi, E., Chiloiro, G., Valentini, V., Dekker, A. & Van Soest, J., 1 Nov 2020, In: Radiotherapy and Oncology. 152, S1, p. S47-S48 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Noninvasive assessment of dynamic cardiac electrophysiology in normal human subjects

  Stoks, J., Van Rees, B. D., Nguyen, U. C., Peeters, R. L. M., Dendale, P., Cluitmans, M. J. M. & Volders, P. G. A., 1 Nov 2020, In: European Heart Journal. 41, S2, p. 3596-3596 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

  • Human Subjects 100%
  • Non-invasive Assessment 100%
  • Cardiac Electrophysiology 100%
  • Normal Human 100%
  • Electrocardiographic Imaging 100%

• Pathological lymph node staging for intermediate-risk rectal cancer patients

  Biche, A., Choudhury, A., Wee, L., Dekker, A., Van Soest, J. & Berbee, M., 1 Nov 2020, In: Radiotherapy and Oncology. 152, Supplement 1, p. S587-S587 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• pCR versus 2 years DFS: an update analysis of a pooled dataset of 5492 locally advanced rectal cancer

  Chiloiro, G., Masciocchi, C., Van Soest, J., Bujko, K., Collette, L., Gambacorta, M. A., Gerard, J., Glynne-Jones, R., Ngan, S. Y., Rodel, C., Sainato, A., Damiani, A., Dekker, A. & Valentini, V., 1 Nov 2020, In: Radiotherapy and Oncology. 152, S1, p. S175-S176 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Public radiomics data collections in an open access Semantic Web (SPARQL) endpoint

  Kalendralis, P., Shi, Z., Zhang, C., Choudhury, A., Traverso, A., Sloep, M., Van Soest, J., Fijten, R., Dekker, A. & Wee, L., 1 Nov 2020, In: Radiotherapy and Oncology. 152, Supplement 1, p. S834-S835 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Publishing linked and FAIR radiomics data in radiation oncology via ontologies and Semantic Web

  Traverso, A., Vallieres, M., Van Soest, J., Wee, L., Morin, O. & Dekker, A., 1 Nov 2020, In: Radiotherapy and Oncology. 152, Supplement 1, p. S827-S827 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Radiation Therapy in the Era of Artificial Intelligence: AI in Outcome and Toxicity Prediction

  Nguyen, D., Li, H., Jiang, S., Van Soest, J., Conroy, L. & Valdes, G., 1 Jun 2020, In: Medical Physics. 47, 6, p. E357-E357 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2019

  EP-1937 Distributed AUC algorithm: a privacypreserving approach to measure the performance of Cox models: a privacy-preserving approach to measure the performance of Cox models

  Masciocchi, C., Damiani, A., Capocchiano, N. D., Van Soest, J., Lenkowicz, J., Meldolesi, E., Chiloiro, G., Gambacorta, M. A., Dekker, A. & Valentini, V., 20 May 2019, In: Radiotherapy and Oncology. 133, Supplement 1, p. S1055-S1055 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

  • Cox Model 100%
  • Privacy-preserving 100%
  • Privacy-preserving Techniques 100%
  • algorithms 100%
  • performance 100%

• Integrative Multi-Omics Analysis Of Human Atherosclerosis Reveals An Intraplaque Bleeding Associated Network, Which Offers Better Prediction Of Disease Stage

  Jin, H., Goossens, P., Karel, J., Daemen, M., Sluimer, J. & Biessen, E., 3 Aug 2019, In: Atherosclerosis. 287, p. e63-e63 1 p., EAS19-0625.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• SP-0347 The need and potential for use of big data for research and development of radiotherapy

  Wee, L., Van Soest, J., Bermejo, I., Fijten, R. & Dekker, A., Apr 2019, In: Radiotherapy and Oncology. 133, p. S175-S175 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access
• 2018

  A risk score of BMI, HbA1c and triglycerides predicts future glycemic control in type 2 diabetes

  Hertroijs, D., Elissen, A., Brouwers, M., Schaper, N., Köhler, S., Popa, M., Asteriadis, S., Hendriks, S., Bilo, H. & Ruwaard, D., 2018, In: International Journal of Integrated Care. 18, s2, A276.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

  Open Access

• Quality of life of the elderly - Assessing physical and mental comorbidities

  Consortium ICT4Life, 1 Mar 2018, In: European Psychiatry. 48, p. S256-S256 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2017

  Comparing Gene Copy Number Status of Receptor Tyrosine Kinase and Downstream Signalling Genes Between Oesophageal and Gastric Cancer

  Slaney, H. L., Hewitt, L. C., Silva, A., Wickstone, C., Davarzani, N., Quirke, P., Hutchins, G. A. & Grabsch, H. I., Sept 2017, In: Journal of Pathology. 243, p. S30-S30 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Optimising the Sampling Strategy to Determine the Tumour Proportion in the Diagnostic Endoscopic Biopsy in Oesophageal Cancer

  Davarzani, N., Hale, M. D., Jolani, S., Hewitt, L. C., Fazzi, G., Hutchins, G. A. & Grabsch, H. I., Sept 2017, In: Journal of Pathology. 243, p. S29-S29 1 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic

• Visualizing hepatocellular amino acid kinetics through mass spectrometry imaging of stable isotopes

  Arts, M., Soons, Z., Dubois, L. J., Pierzchalski, K. A., Ellis, S. R., Balluff, B., Eijkel, G. B., Cramer, T., Lieuwes, N., Agten, S. M., Hackeng, T. M., Van Loon, L. J., Heeren, R. M. & Damink, S. W. O., 2017, In: Journal of Hepatology. 66, 1, p. S43-S44 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2012

  REPORT ON THE CIG'12 MS PAC-MAN VS GHOSTS COMPETITION 2012 IEEE Conference on Computational Intelligence in Games (CIG'12) Granada, Spain 11-14 September, 2012

  Pepels, T., Dec 2012, In: ICGA Journal. 35, 4, p. 239-240 2 p.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic
• 2010

  Computational analysis of the downstream effects of beta-adrenergic stimulation on CaMKII in the canine ventricular myocyte (Abstract)

  Heijman, J., Rudy, Y., Westra, R. L. & Volders, P. G. A., 1 Jul 2010, In: Proc. of Frontiers in CardioVascular Biology, 16-19 Jul. 2010, Berlin, Germany.

  Research output: Contribution to journal › Conference Abstract/Poster in journal › Academic