Faculty of Health, Medicine and Life Sciences

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  • 2024

    Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data

    Corbetta, V., Beets-Tan, R. & Silva, W., 1 Jan 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 Verlag, Vol. 14348 LNCS. p. 330-340 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14348 LNCS).

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

    Open Access
  • Leveraging Uncertainty Estimation for Segmentation of Kidney, Kidney Tumor and Kidney Cysts

    Salahuddin, Z., Kuang, S., Lambin, P. & Woodruff, H. C., 1 Jan 2024, Kidney and Kidney Tumor Segmentation - MICCAI 2023 Challenge, KiTS 2023, Held in Conjunction with MICCAI 2023, Proceedings. Heller, N., Wood, A., Weight, C., Isensee, F., Rädsch, T., Teipaul, R. & Papanikolopoulos, N. (eds.). Springer Verlag, Vol. 14540 LNCS. p. 40-46 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14540 LNCS).

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

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  • Optimizing CycleGAN Design for CBCT-to-CT Translation: Insights into 2D vs 3D Modeling, Patch Size, and the Need for Tailored Evaluation Metrics

    Hadzic, I., Pai, S., Taasti, V. T., Bontempi, D., Zhovannik, I., Canters, R., Sonke, J. J., Dekker, A., Teuwen, J. & Traverso, A., 1 Jan 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, Vol. 12926. 1292608. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; No. 1292608, Vol. 12926).

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

  • Prediction of Burst Suppression Occurrence Under General Anaesthesia Using Pre-operative EEG Signals

    Yozkan, E., Hortal, E., Karel, J., Janssen, M., Vossen, C. & Gommer, E., May 2024, Artificial Intelligence for Neuroscience and Emotional Systems: 10th International Work-Conference on the Interplay Between Natural and Artificial Computation. Springer Nature, p. 203-212

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

    Open Access
  • Simulated image-specific microcalcification clusters and associated mass enhancement to enhance training of a deep learning model for cancer detection in contrast-enhanced mammography

    Van Camp, A., Woodruff, H. C., Cockmartin, L., Marshall, N. W., Bosmans, H. & Lambin, P., 29 May 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). Chicago: SPIE, Vol. 13174. 1317404. (Proceedings of SPIE - The International Society for Optical Engineering; No. 1317404, Vol. 13174).

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

  • Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders – A Case Study

    Claus, R., Martin, N., Janssen, E. R. C., Janssenswillen, G., Boymans, T. A. E. J. & Vanwersch, R. J. B., 1 Jan 2024, Process Mining Workshops - ICPM 2023 International Workshops, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). Springer Verlag, Vol. 503 LNBIP. p. 211-222 12 p. (Lecture Notes in Business Information Processing, Vol. 503 LNBIP).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

  • 2023

    A Complete AI-Based System for Dietary Assessment and Personalized Insulin Adjustment in Type 1 Diabetes Self-management

    Panagiotou, M., Papathanail, I., Abdur Rahman, L., Brigato, L., Bez, N. S., Vasiloglou, M. F., Stathopoulou, T., de Galan, B. E., Pedersen-Bjergaard, U., van der Horst, K. & Mougiakakou, S., 1 Jan 2023, Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Proceedings. Tsapatsoulis, N., Kyriacou, E., Lanitis, A., Theodosiou, Z., Pattichis, M., Pattichis, C., Kyrkou, C. & Panayides, A. (eds.). 2 ed. Springer Verlag, Vol. 14185 LNCS. p. 77-86 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14185 LNCS).

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

  • An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis

    Han, L., Zhang, T., Huang, Y., Dou, H., Wang, X., Gao, Y., Lu, C., Tan, T. & Mann, R., 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.). 10 ed. Springer Verlag, Vol. 14229. p. 45-55 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14229 LNCS).

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

    Open Access
  • 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 proceedingConference article in proceedingAcademicpeer-review

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  • 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 proceedingConference article in proceedingAcademicpeer-review

    Open Access
  • A Novel Mapping Strategy of Repetitive Patterns in Consecutive Recordings to Localize Atrial Fibrillation Sources: an In-Silico Study

    Gonçalves Marques, V., Gharaviri2, A., Pezzuto, S., Auricchio, A., Bonizzi, P., Zeemering, S. & Schotten, U., 2023, Computing in Cardiology (CinC). IEEE Computer Society, Vol. 50. 4 p. (Computing in Cardiology).

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

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  • Approaches to Code Selection for Epistemic Networks

    Árva, D., Jeney, A., Dunai, D., Major, D., Cseh, A. & Zörgo, S., 1 Jan 2023, Advances in Quantitative Ethnography: 5th International Conference, ICQE 2023, Proceedings. Arastoopour Irgens, G. & Knight, S. (eds.). 1 ed. Springer, Vol. 1895 CCIS. p. 409-425 17 p. (Communications in Computer and Information Science, Vol. 1895 CCIS).

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

    Open Access
  • Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data

    Silva, D., Agrotis, G., Beets-Tan, R., Teixeira, L. F. & Silva, W., 1 Jan 2023, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). IEEE, p. 1412-1417 6 p.

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

  • Biophotonic platform for detection of hallmarks of Alzheimer's disease via combined microfluidics and nanofunctionalized fiber sensors

    Rivero, D. S., Zu, L., Xie, J., Liu, P., Zhang, X., Shi, L., Socorro Leránoz, A. B., Matias, I. R., Giannetti, A., Baldini, F., Santamaría, E., Fernández-Irigoyen, J., Li, K., Bi, W., van den Hove, D., Del Villar, I., Guo, T. & Chiavaioli, F., 4 Sept 2023, 2023 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference: CLEO/Europe-EQEC 2023. 1 ed. IEEE, Vol. 1. 192392

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

  • Deep Learning Method for Estimation of Morphological Parameters Based on CT Scans

    Ganesan, R., La Mattina, A. A., Van De Vosse, F. N. & Huberts, W., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation: Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). 1 ed. IOS Press, Vol. 302. p. 364-365 2 p. (Studies in Health Technology and Informatics, Vol. 302).

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

    Open Access
  • DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms Using Self-adversarial Learning

    Wang, X., Tan, T., Gao, Y., Han, L., Zhang, T., Lu, C., Beets-Tan, R., Su, R. & Mann, R., 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. 57-67 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 proceedingConference article in proceedingAcademicpeer-review

    Open Access
  • Discrimination of Overt, Mouthed, and Imagined Speech Activity using Stereotactic EEG

    Soroush, P. Z., Cole, S. Y., Herff, C., Ries, S. K., Shih, J. J., Schultz, T. & Krusienski, D. J., 1 Jan 2023, 11th International IEEE/EMBS Conference on Neural Engineering, NER 2023 - Proceedings. 1 ed. IEEE Computer Society, Vol. 2023-April. 4 p. (International IEEE/EMBS Conference on Neural Engineering, NER, Vol. 2023-April).

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

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  • Effect of domain-specific self-supervised pretraining on predictive uncertainty for colorectal polyp characterization

    Dehghani, N., Scheeve, T., Boers, T. G. W., van der Zander, Q. E. W., Thijssen, A., Schreuder, R., Masclee, A. A. M., Schoon, E. J., van der Sommen, F. & de With, P. H. N., 1 Jan 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). 1 ed. SPIE, Vol. 12465. 124651G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; No. 124651G, Vol. 12465).

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

  • Federated Bayesian Network Ensembles

    van Daalen, F., Ippel, L., Dekker, A., Bermejo, I., Quwaider, M., Awaysheh, F. & Jararweh, Y., 2023, 2023 8th International Conference on Fog and Mobile Edge Computing, FMEC 2023. Quwaider, M., Awaysheh, F. M. & Jararweh, Y. (eds.). IEEE, p. 22-33 12 p.

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

    Open Access
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  • From the clinic: A survey on trustworthy AI in breast cancer

    Joshi, S., Emelie, A., Bobowicz, M., Tsakou, G., Charalambous, S., Salahuddin, Z., Diaz, O. & Lekadir, K., 2023, 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF 2023. IEEE, p. 77-78 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

  • Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2)

    van den Berg, N. J., Zhang, S., Smets, B. M. N., Berendschot, T. T. J. M. & Duits, R., 1 Jan 2023, Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Proceedings. Calatroni, L., Donatelli, M., Morigi, S., Prato, M. & Santacesaria, M. (eds.). Springer Verlag, Vol. 14009 LNCS. p. 525-537 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14009 LNCS).

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

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  • Governance of Digital Health Data on Cooperatively Organized Platforms - a Design Thinking Approach

    Burmann, A., Langer, H., Bosompem, J., Clemens, T., Herten, B., Kerstan, L., Lauer, R., Naeve, P., Geller, S., Huhnt, J. & Merkel, S., 1 Jan 2023, Proceedings of the 56th Annual Hawaii International Conference on System Sciences, HICSS 2023. Bui, T. X. (ed.). IEEE Computer Society, Vol. 2023-January. p. 6250-6259 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences, Vol. 2023-January).

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

  • High-fidelity quantitative differential phase contrast deconvolution using dark-field sparse prior

    Zhang, S., Peng, T., Ke, Z., Shao, M., Berendschot, T. T. J. M. & Zhou, J., 1 Jan 2023, The International Society for Optical Engineering: Sixteenth International Conference on Photonics and Imaging in Biology and Medicine, PIBM 2023. Luo, Q., Wang, L. V. & Tuchin, V. V. (eds.). 1 ed. SPIE, Vol. 12745. 127450X. (Proceedings of SPIE - The International Society for Optical Engineering; No. 127450X, Vol. 12745).

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

    Open Access
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  • HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG- PET/CT Images

    Salahuddin, Z., Chen, Y., Zhong, X., Rad, N. M., Woodruff, H. C. & Lambin, P., 1 Jan 2023, Head and Neck Tumor Segmentation and Outcome Prediction: 3rd Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Proceedings. Andrearczyk, V., Oreiller, V., Depeursinge, A. & Hatt, M. (eds.). 3 ed. Springer Verlag, Vol. 13626 LNCS. p. 212-220 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13626 LNCS).

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

    Open Access
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  • How Does Image Quality Affect Computer-Aided Diagnosis of Colorectal Polyps?

    Scheeve, T., Dehghani, N., van der Zander, Q. E. W., Thijssen, A., Schreuder, R. M., Masclee, A. A. M., Schoon, E. J., van der Sommen, F. & de With, P. H. N., 1 Jan 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). 1 ed. SPIE, Vol. 12465. 124650S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; No. 124650S, Vol. 12465).

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

    Open Access
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  • Interaction of Diagnostic Criteria in the Narratives of Patients with Borderline Personality Disorder

    Kovács, S. D., Mulholland, K., Condon, L., Koncz, Z. & Zörgo, S., 20 Oct 2023, Advances in Quantitative Ethnography - 5th International Conference, ICQE 2023, Proceedings. Arastoopour Irgens, G. & Knight, S. (eds.). 1 ed. Cham: Springer Nature Switzerland AG, Vol. 1895 CCIS. p. 316-329 14 p. (Communications in Computer and Information Science, Vol. 1895 CCIS).

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

    Open Access
  • LETHE: A Digital Intervention for Cognitive Decline

    Loukas, V. S., Kassiotis, T., Martinez, I. L., Koumakis, L., Bruinsma, J., Pasciuti, R., Balatresi, M., Tenhunen, V., Fiakkas, A., Ataliani, L., Karanasiou, G. S., Tsiknakis, M., Hilberger, H., Bodenler, M., Schnalzer, B., Huber, S., Pirani, M., Colombo, M., Hanke, S. & Fotiadis, D. I., 1 Jan 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Sydney: IEEE, 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Managing food and microbiome studies data using Fairspace, a flexible and FAIR data management platform

    Grudzien, E., van der Horst, E., van den Bergh, F., Traka, M. H., Ng, D., Hildebrand, F., Evelo, C. T., Coort, S. L. M., Sener, D. D. & Cirillo, E., 1 Jan 2023, Semantic Web Applications and Tools for Health Care and Life Sciences. Yamaguchi, A., Splendiani, A., Marshall, M. S., Baker, C., Bolleman, J., Burger, A., Castro, L. J., Eigenbrod, O., Österle, S., Romacker, M. & Waagmeester, A. (eds.). CEUR Workshop Proceedings, Vol. 3415. p. 171-172 2 p. (CEUR Workshop Proceedings).

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

    Open Access
  • Modeling of Perceived Musical Rhythms Using Electrocorticography

    Dexheimer, M., Johnson, G. D., Shih, J. J., Herff, C. & Krusienski, D. J., 1 Oct 2023, 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings: Improving the Quality of Life, SMC 2023 - Proceedings. IEEE, p. 4758-4763 6 p. (IEEE International Conference on Systems, Man, and Cybernetics (SMC). Conference Proceedings).

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

  • Multi-modal Fine-grained Retrieval with Local and Global Cross-Attention

    Chen, Q., Zhang, Y., Liu, J., Wang, Z., Deng, X. & Wang, J., 1 Jan 2023, ICUFN 2023 - 14th International Conference on Ubiquitous and Future Networks. 1 ed. IEEE Xplore, p. 1-7 7 p. (International Conference on Ubiquitous and Future Networks, ICUFN, Vol. 2023-July).

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

  • Parsing the Continuum: Manual Segmentation of Monologic Data

    Zörgo, S. & Brohinsky, J., 1 Jan 2023, Advances in Quantitative Ethnography - 4th International Conference, ICQE 2022, Proceedings: 4th International Conference, ICQE 2022, Proceedings. Damşa, C. & Barany, A. (eds.). Springer, Vol. 1785 CCIS. p. 163-181 19 p. (Communications in Computer and Information Science, Vol. 1785 CCIS).

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

    Open Access
  • Privacy-Preserving Dashboard for F.A.I.R Head and Neck Cancer data supporting multi-centered collaborations

    Gouthamchand, V., Choudhury, A., Hoebers, F., Wesseling, F., Welch, M., Kim, S., Haibe-Kains, B., Kazmierska, J., Dekker, A., van Soest, J. & Wee, L., 1 Jan 2023, Semantic Web Applications and Tools for Health Care and Life Sciences. Yamaguchi , A., Splendiani, A., Marshall, M. S., Baker, C. & Bolleman, J. (eds.). 1 ed. Basel, Vol. 3415. p. 11-21 11 p. (CEUR Workshop Proceedings).

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

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  • Quantitative Assessment Of Carotid Diameter Measurements In Parallel Versus Rotated And Tilted Orientation Using Ultrasound In The Operating Room - A Comparative Analysis

    De Boer, E. C., Fernandes, C. D., Neerven, D. V., Pennings, C., Joshi, R., Manzari, S., Shulepov, S., Knippenberg, L. A. E. M. V., Rooij, J. V., Bouwman, R. A. & Mischi, M., 1 Jan 2023, 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings. IEEE, 5 p. 190634

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

  • Segmentation and Code Co-occurrence Accumulation: Operationalizing Relational Context with Stanza Windows

    Zörgo, S., 2023, Advances in Quantitative Ethnography - 4th International Conference, ICQE 2022, Proceedings. Damşa, C. & Barany, A. (eds.). Cham: Springer Nature Switzerland AG, Vol. 1785. p. 146-162 17 p. (Communications in Computer and Information Science, Vol. 1785 CCIS).

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

    Open Access
  • Semantic Representations of Speech Production in Intracranial EEG

    Herff, C., Verwoert, M., Amigó-Vega, J. & Ottenhoff, M. C., 1 Oct 2023, 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings: Improving the Quality of Life, SMC 2023 - Proceedings. IEEE, p. 4764-4769 6 p. (IEEE International Conference on Systems, Man, and Cybernetics (SMC). Conference Proceedings).

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

  • Sensitivity of Repolarization Gradients to Infarct Borderzone Properties Assessed with the Ten Tusscher and Modified Mitchell-Schaeffer Model

    Ghebryal, J., Kruithof, E., Cluitmans, M. J. M. & Bovendeerd, P. H. M., 1 Jan 2023, Functional Imaging and Modeling of the Heart: 12th International Conference, FIMH 2023, Proceedings. Bernard, O., Clarysse, P., Duchateau, N., Ohayon, J. & Viallon, M. (eds.). Springer Verlag, Vol. 13958 LNCS. p. 147-156 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13958 LNCS).

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

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  • Spatial Dispersion of Activation and Repolarization Times Associated with Different Cardiac Pacing Modes

    Palacios, S., Smisek, R., Curila, K., Nguyen, U., Prinzen, F. W., Halamek, J., Plesinger, F., Jurak, P., Martinez, J. P. & Pueyo, E., 1 Jan 2023, Computing in Cardiology, CinC 2023. IEEE Computer Society, Vol. 50. (Computing in Cardiology).

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

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  • Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-Based Hierarchical Fusion Network with Attention Mechanism

    Zhang, T., Han, L., D’Angelo, A., Wang, X., Gao, Y., Lu, C., Teuwen, J., Beets-Tan, R., Tan, T. & Mann, R., 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.). Springer Verlag, Vol. 14226 LNCS. p. 79-88 10 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 proceedingConference article in proceedingAcademicpeer-review

  • Task-oriented arm training for stroke patients based on remote handling technology concepts: Results of a pilot study

    Elmanowski, J., Kleynen, M., Geers, R., Verbunt, J. & Seelen, H., 2023, Proceedings - 2023 IEEE 36th International Symposium on Computer-Based Medical Systems, CBMS 2023. Sicilia, R., Kane, B., Almeida, J. R., Spiliopoulou, M., Andrades, J. A. B., Placidi, G. & Gonzalez, A. R. (eds.). IEEE, Vol. 2023-June. p. 410-415 6 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems, Vol. 2023-June).

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

  • 2022

    A bioinformatics workflow to detect genes with DNA methylation alterations: A case study of analyzing MeDIP-seq data in cardiac microtissue exposed to epirubicin

    Nguyen, N., Lienhard, M., Herwig, R., Kleinjans, J. & Jennen, D., 7 Jan 2022, Proceedings of 2022 12th International Conference on Bioscience, Biochemistry and Bioinformatics, ICBBB 2022. Association for Computing Machinery, p. 63-69 7 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

    Open Access
  • Analysis of biomarkers and composite scores in IBD patients using probabilistic fuzzy systems

    Adriaans, G. M. C., Almeida, R. J., Jonkers, D., van den Heuvel, T., Bodelier, A. G. L. & Pierik, M. J., 2022, 2022 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). IEEE, 8 p. (IEEE International Fuzzy Systems Conference Proceedings).

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

  • A Survey on Surveillance using Drones

    Sai Theja, G. U., Murari, M. S., Singha, M. F., Patgiri, R. & Choudhury, A., 4 Aug 2022, 2022 14th International Conference on Contemporary Computing, IC3 2022. Iyengar, S. S. & Saxena, V. (eds.). Association for Computing Machinery, p. 250-257 8 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

  • Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data

    Wozniak, M. K., Mkhitaryan, S. & Giabbanelli, P. J., 2022, COMPUTATIONAL SCIENCE - ICCS 2022, PT III. Springer International Publishing AG, Vol. 13352. p. 312-325 14 p. (Lecture Notes in Computer Science, Vol. 13352).

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  • BDIC: boosting the performance of optical microscopy using blind deconvolution and illumination correction

    Zhang, S., Berendschot, T., Zhou, J. & Shao, M., 2022, Optics, Photonics and Digital Technologies for Imaging Applications VII;. 121380E ed. SPIE, Vol. 12138. 8 p. (Proceedings of SPIE).

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  • Closed-Loop Control of Arterial CO2 in Mechanical Ventilation of Neonates

    Buglowski, M., Pfannschmidt, V., Becker, S., Braun, O., Hutten, M., Ophelders, D., Oprea, C., Pattai, S., Schoberer, M. & Stollenwerk, A., Jul 2022, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, Vol. 2022. p. 4991-4995 5 p. (IEEE Engineering in Medicine and Biology Society. Annual International Conference Proceedings).

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

  • CNN-based tumor progression prediction after thermal ablation with CT imaging

    Taghavi, M., Maas, M., Staal, F. C. R., Beets-Tan, R. G. H. & Benson, S., 2022, MEDICAL IMAGING 2022: COMPUTER-AIDED DIAGNOSIS. Drukker, K. & Iftekharuddin, K. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, Vol. 12033. 6 p. 120335. (Proceedings of SPIE; No. 1203335, Vol. 12033).

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

  • Computer Simulations of Composite Maps for Detection of Atrial Fibrillation Mechanisms

    Özgül, O., Gonçalves Marques, V., Hermans, B., van Hunnik, A., Verheule, S., Schotten, U., Gharaviri2, A., Pezzuto, S., Auricchio, A., Bonizzi, P. & Zeemering, S., 2022, 2022 Computing in Cardiology (CinC). Vol. 49. 4 p.

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  • Contributions of Stereotactic EEG Electrodes in Grey and White Matter to Speech Activity Detection

    Soroush, P. Z., Herff, C., Ries, S., Shih, J. J., Schultz, T. & Krusienski, D. J., 1 Jan 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. IEEE, Vol. 2022-July. p. 4789-4792 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2022-July).

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  • Enhanced motion estimation by training a deep learning optical flow algorithm on a hybrid dataset

    Pulido, A., Burman, N., Manetti, C., Queiros, S. & D'hooge, J., 2022, 2022 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS). IEEE, 4 p. (IEEE International Ultrasonics Symposium).

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

  • Fibrosis Reduces the Coincidence of Repetitive Activations Patterns between the Coronary Sinus and Atrial Regions in Simulated Atrial Fibrillation

    van Montfoort, M., Gonçalves Marques, V., Özgül, O., Gharaviri2, A., Pezzuto, S., Auricchio, A., Bonizzi, P., Schotten, U. & Zeemering, S., 2022, 2022 Computing in Cardiology (CinC). Vol. 49. 4 p.

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

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