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  • 2025

    SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People

    Zapaishchykova, A., Kann, B. H., Tak, D., Ye, Z., Haas-Kogan, D. A. & Aerts, H. J. W. L., 2025, Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y. (eds.). Springer Verlag, Vol. 15224 LNCS. p. 75-86 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15224 LNCS).

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

  • 2024

    Anatomical Concept-based Pseudo-labels for Increased Generalizability in Breast Cancer Multi-center Data

    Miranda, I., Agrotis, G., Beets-Tan, R., Teixeira, L. F. & Silva, W., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. IEEE, 4 p. 205300. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Assessing the Impact of Federated Learning and Differential Privacy on Multi-centre Polyp Segmentation

    Stelter, L., Corbetta, V., Beets-Tan, R. & Silva, W., 17 Dec 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. IEEE, 205300. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Comparison of Features in Laser Doppler Vibrometry Spectra That Best Relate to the Degree of Stenosis

    Malik, A. E. F., Delhaas, T., Mess, W. H. & Reesink, K. D., 1 Jan 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings. IEEE

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

  • Compte renduducolloque: Methodes Quantitatives en Sciences Humaines (MQSH) 2024

    Caron, P.-O., Vivier, O., Lefebvre, E., Achim, A., Ben Alaya, I., Frenette, E., Laurencelle, L. & Vanbelle, S., 2024, Méthodes Quantitatives en Sciences Humaines (MQSH) 2024. Cousineau, D. (ed.). 2 ed. The Quantitative Methods for Psychology, Vol. 20. p. 156-160 5 p.

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

  • Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

    Chen, S., Gallifant, J., Gao, M., Moreira, P., Munch, N., Muthukkumar, A., Rajan, A., Kolluri, J., Fiske, A., Hastings, J., Aerts, H., Anthony, B., Celi, L. A., La Cava, W. G. & Bitterman, D. S., 1 Jan 2024, 38th Conference on Neural Information Processing Systems: NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Vancouver: Neural Information Processing Systems Foundation, Vol. 37. (Advances in Neural Information Processing Systems).

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

  • ECGI Without Geometry: a Deep Learning Based Estimation of Heart Surface Potentials

    Wang, T., Karel, J., Osnabrugge, N., Driessens, K., Stoks, J., Cluitmans, M., Volders, P., Bonizzi, P. & Peeters, R., 11 Sept 2024, 2024 Computing in Cardiology (CinC). Vol. 51. 4 p. 215

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

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  • Evaluating Confidence Calibration in Endoscopic Diagnosis Models

    Dehghani, N., Thijssen, A., Van Der Zander, Q. E. W., Schreuder, R. M., Schoon, E. J., Van Der Sommen, F. & De With, P. H. N., 1 Jan 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024. Seattle: IEEE Computer Society, p. 5020-5025 6 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

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  • Functional Outcome Prediction in Acute Ischemic Stroke

    Heylen, E., Bertels, J., Lambert, J., Demeestere, J., Ståhl, F., Holmberg, Å., van Zwam, W., Majoie, C., van der Lugt, A., Lemmens, R. & Maes, F., 1 Jan 2024, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 9th International Workshop, BrainLes 2023, and 3rd International Workshop, SWITCH 2023, Held in Conjunction with MICCAI 2023, Revised Selected Papers. Baid, U., Dorent, R., Malec, S., Pytlarz, M., Su, R., Wijethilake, N., Bakas, S. & Crimi, A. (eds.). Springer Verlag, Vol. 14668 LNCS. p. 124-133 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14668 LNCS).

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

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  • Improving Neoadjuvant Therapy Response Prediction by Integrating Longitudinal Mammogram Generation with Cross-Modal Radiological Reports: A Vision-Language Alignment-Guided Model

    Gao, Y., Zhou, H.-Y., Wang, X., Zhang, T., Han, L., Lu, C., Liang, X., Teuwen, J., Beets-Tan, R., Tan, T., Mann, R., Linguraru, M., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J., 2024, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION: MICCAI 2024, PT I. Linguraru, M. G., Feragen, A., Glocker, B., Schnabel, J. A., Dou, Q., Giannarou, S. & Lekadir, K. (eds.). Springer, Vol. 15001. p. 133-143 11 p. (Lecture Notes in Computer Science, Vol. 15001).

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

  • 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 proceeding › Conference article in proceeding › Academic › peer-review

    Open Access

  • Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

    Gallifant, J., Chen, S., Moreira, P., Munch, N., Gao, M., Pond, J., Aerts, H., Celi, L. A., Hartvigsen, T. & Bitterman, D. S., 1 Jan 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 12448-12465 18 p. (Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP).

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

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  • Making Sense of the Model: Interpreting Epistemic Networks and Their Projection Space

    Zörgo, S., Árva, D. & Eagan, B., 1 Jan 2024, Advances in Quantitative Ethnography - 6th International Conference, ICQE 2024, Proceedings. Kim, Y. J. & Swiecki, Z. (eds.). Springer, Vol. 2278 CCIS. p. 119-135 17 p. (Communications in Computer and Information Science, Vol. 2278 CCIS).

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

  • Measurements and System Identification for the Characterization of Smooth Muscle Cell Dynamics

    Öztürk, D., Saraber, P., Bielawski, K., Giudici, A., Schurgers, L., Reesink, K. D. & Schoukens, M., 1 Jan 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings. IEEE, 6 p.

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

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  • Multimodal Deep Learning for Functional Outcome Prediction in Endovascular Therapy

    te Nijenhuis, F., Su, R., van Doormaal, P. J., Hofmeijer, J., Martens, J., van Zwam, W., van der Lugt, A. & van Walsum, T., 1 Jan 2024, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 9th International Workshop, BrainLes 2023, and 3rd International Workshop, SWITCH 2023, Held in Conjunction with MICCAI 2023, Revised Selected Papers. Baid, U., Dorent, R., Malec, S., Pytlarz, M., Su, R., Wijethilake, N., Bakas, S. & Crimi, A. (eds.). Springer Verlag, Vol. 14668 LNCS. p. 144-153 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14668 LNCS).

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

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  • NeDRex-Web: An Interactive Web Tool for Drug Repurposing by Exploring Heterogeneous Molecular Networks

    Maier, A., Rafiei, M., Anastasi, E., Zolotareva, O., Skelton, J., Elkjaer, M. L., Casas, A. I., Nogales, C., Schmidt, H. H. H. W., Kacprowski, T., Blumenthal, D. B., Wipat, A., Sadegh, S. & Baumbach, J., 1 Jan 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). IEEE, p. 429-434 6 p. (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM).

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

  • Non-adversarial Learning: Vector-Quantized Common Latent Space for Multi-sequence MRI

    Han, L., Tan, T., Zhang, T., Wang, X., Gao, Y., Lu, C., Liang, X., Dou, H., Huang, Y., Mann, R., Linguraru, M., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J., 2024, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION: MICCAI 2024, PT XI. Linguraru, M. G., Feragen, A., Glocker, B., Schnabel, J. A., Dou, Q., Giannarou, S. & Lekadir, K. (eds.). Springer, Vol. 15011. p. 481-491 11 p. (Lecture Notes in Computer Science, Vol. 15011).

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

  • 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., 2 Apr 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 proceeding › Conference article in proceeding › Academic › peer-review

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  • Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms

    Wang, X., Tan, T., Gao, Y., Marcus, E., Han, L., Portaluri, A., Zhang, T., Lu, C., Liang, X., Beets-Tan, R., Teuwen, J. & Mann, R., 2024, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT I. Linguraru, M. G., Feragen, A., Glocker, B., Schnabel, J. A., Dou, Q., Giannarou, S. & Lekadir, K. (eds.). Springer, Vol. 15001. p. 155-165 11 p. (Lecture Notes in Computer Science, Vol. 15001).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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, IWINAC 2024, Proceedings: 10th International Work-Conference on the Interplay Between Natural and Artificial Computation. Ferrández Vicente, J. M., Val Calvo, M. & Adeli, H. (eds.). Springer Nature, p. 203-212 10 p.

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

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  • Strengthening the integration of health in urban spatial planning: Lessons learned from the development of a practical tool

    Gevers, D., Akkermans, S., Knibbe, M., van de Weijer, M. & de Kraker, J., May 2024, 1st international scientific conference: SHE2024. M. M., L. V. B. & M. V. L. (eds.). Eindhoven: Eindhoven University of Technology, p. 133-146 14 p.

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

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  • The Detection and Segmentation of Blush in the Lenticulostriate Territory

    Schielen, S. J. C., Huynh, D. H., Wagemans, B. A. J. M., Ruijters, D., van Zwam, W. H. & Zinger, S., 1 Jan 2024, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 9th International Workshop, BrainLes 2023, and 3rd International Workshop, SWITCH 2023, Held in Conjunction with MICCAI 2023, Revised Selected Papers. Baid, U., Dorent, R., Malec, S., Pytlarz, M., Su, R., Wijethilake, N., Bakas, S. & Crimi, A. (eds.). Springer Verlag, Vol. 14668 LNCS. p. 134-143 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14668 LNCS).

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

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  • Towards Case-based Interpretability for Medical Federated Learning

    Latorre, L., Petrychenko, L., Beets-Tan, R., Kopytova, T. & Silva, W., 17 Dec 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. IEEE, 4 p. 205300. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Towards Fast Detection and Classification of Moving Objects

    Palma-Ugarte, J., Estacio-Cerquin, L., Flores-Benites, V. & Mora-Colque, R., 1 Jan 2024, Computer Vision, Imaging and Computer Graphics Theory and Applications - 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics, VISIGRAPP 2023, Revised Selected Papers. de Sousa, A. A., Bashford-Rogers, T., Paljic, A., Ziat, M., Hurter, C., Purchase, H., Radeva, P., Farinella, G. M. & Bouatouch, K. (eds.). Springer, Vol. 2103 CCIS. p. 161-180 20 p. (Communications in Computer and Information Science, Vol. 2103 CCIS).

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

  • 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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review

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  • 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).

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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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review

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  • 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.

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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 proceeding › Conference article in proceeding › Academic

  • 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).

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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., 2023, Proceedings of the 56th Annual Hawaii International Conference on System Sciences, HICSS 2023. Bui, T. X. (ed.). Hawaii International Conference on System Sciences, Vol. 2023-January. p. 6250-6259 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences, Vol. 2023-January).

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  • 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).

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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).

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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).

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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).

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  • 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).

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  • 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).

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  • 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).

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