Doctoral School

Research output

Research output per year 1993 2017 2018 2019 2020 2021 2022 2023 2024

• 13206 Article
• 1807 Review article
• 856 Comment/Letter to the editor
• 661 Phd-Thesis - Research and graduation internal
• 862 More
  • 243 Chapter
  • 180 Editorial
  • 125 Conference contribution
  • 96 Letter
  • 76 Erratum/Corrigendum
  • 39 Report
  • 22 Meeting Abstract
  • 12 Other contribution
  • 11 Book
  • 11 Paper
  • 10 Abstract
  • 10 Preprint
  • 7 Poster
  • 7 Phd-Thesis - Research external and graduation internal
  • 4 Phd-Thesis - Research and graduation external
  • 2 Book editing
  • 2 Special issue (Editorship)
  • 1 Short survey
  • 1 Web publication or website
  • 1 Patent
  • 1 Phd-Thesis - Research internal and graduation external
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2024

  CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis

  Kusters, C. H. J., Boers, T. G. W., Jaspers, T. J. M., Jukema, J. B., Jong, M. R., Fockens, K. N., de Groof, A. J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2024, Applications of Medical Artificial Intelligence - 2nd International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Wu, S., Shabestari, B. & Xing, L. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14313 LNCS. p. 21-31 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14313 LNCS).

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

• Investigating the Impact of Image Quality on Endoscopic AI Model Performance

  Jaspers, T. J. M., Boers, T. G. W., Kusters, C. H. J., Jong, M. R., Jukema, J. B., de Groof, A. J., Bergman, J. J., de With, P. H. N. & van der Sommen, F., 2024, Applications of Medical Artificial Intelligence - 2nd International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Wu, S., Shabestari, B. & Xing, L. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14313 LNCS. p. 32-41 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14313 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2023

  A method for quantification of changes in leg muscle fiber orientations

  Secondulfo, L., Suskens, J. J. M., Kilic, O., Mazzoli, V., Maas, M., Tol, J. L., Nederveen, A. J., Hooijmans, M. T. & Strijkers, G. J., 2023, ISMRM.

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

• A Novel High-Throughput Framework to Quantify Spatio-Temporal Tumor Clonal Dynamics

  Baglamis, S., Saha, J., der Heijden, M. V., Miedema, D. M., van Gent, D., Krawczyk, P. M., Vermeulen, L. & Sheraton, V. M., 2023, International Conference on Computational Science. p. 345-359 15 p.

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

• A smart chicken farming platform for chicken behavior identification and feed residual estimation

  Yang, J., Gao, J., Li, Y., Zhou, A., Qu, C., Zhao, K., Wei, L., Zhang, L., Liu, Z., Jiang, N., Tao, W., Ma, K., Lu, Q. & Zheng, H., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1627-1634 (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

• A TSICN-based Inferential Synthesis Method for Class Imbalance in Credit Scoring

  Fanab, D., Feng, X., Jiang, J., Jiang, Y., Zhang, L. & Hu, D., 2023, Proceedings - 23rd IEEE International Conference on Data Mining, ICDM 2023. Chen, G., Khan, L., Gao, X., Qiu, M., Pedrycz, W. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 992-997 (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

• Autoencoder-based prediction of ICU clinical codes

  Yordanov, T. R., Abu-Hanna, A., Ravelli, A. C. J. & Vagliano, I., 5 Jun 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer, Vol. 13897. p. 57-62 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

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

  Open Access

• Barrett's Lesion Detection using a minimal Integer-based Neural Network for Embedded Systems Integration

  Boers, T. G. W., Kusters, C. H. J., Fockens, K. N., Jukema, J. B., Jong, M. R., de Groof, J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, Vol. 12465. 1246527. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

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

• Deformable Image Registration with Geometry-informed Implicit Neural Representations

  van Harten, L. D., van Herten, R. L. M., Stoker, J. & Išgum, I., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 730-742 (Proceedings of Machine Learning Research).

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

• Enhance Return to work after surgery: Unveiling barriers and fascilitators for optimal outcomes

  Strijbos, D. O. & Kuijer, P. P. F. M., 22 Sept 2023, Premus 2023.

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

• Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints

  van Herten, R. L. M., van Harten, L. D., Nils Planken, R. & Išgum, I., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 1288-1303 (Proceedings of Machine Learning Research).

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

• Modeling the behavior of elastic pouch motors

  Arfaee, M., Kluin, J. & Overvelde, J. T. B., 2023, 2023 IEEE International Conference on Soft Robotics, RoboSoft 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Soft Robotics, RoboSoft 2023).

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

• MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis

  Karkalousos, D., Išgum, I., Marquering, H. A. & Caan, M. W. A., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 991-1005 (Proceedings of Machine Learning Research).

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

• Real-time Barrett's neoplasia characterization in NBI videos using an int8-based quantized neural network

  Kusters, C. H. J., Boers, T. G. W., Jukema, J. B., Jong, M. R., Fockens, K. N., de Groof, A. J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, Vol. 12465. 124651P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

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

• Surveyed common data access policies preferences amongst European Reference Networks

  Cámara, A., Benis, N., Bernabé, C. S. H., Coelho, I. D. O., le Cornec, C. M. A., Demir, A., Vieira, B. D. S., Ramírez, J. A., van der Velde, K. J., Zhang, S., Cornet, R., Jacobsen, A., Roos, M., Schaefer, F., Swertz, M. A. & Wilkinson, M. D., 2023, SWAT4HCLS 2023 - 14th International Conference on 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., Osterle, S., Romacker, M. & Waagmeester, A. (eds.). CEUR-WS, Vol. 3415. p. 107-111 5 p. (CEUR Workshop Proceedings).

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

• Using Knowledge graph and Quantum Computing to Optimize the Comprehensive Mental Health Adaptive Test System

  Wang, X., Liu, G. & Zhang, L., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1489-1496 (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2022

  A CAD System for Real-Time Characterization of Neoplasia in Barrett’s Esophagus NBI Videos

  Kusters, C. H. J., Boers, T. G. W., Jukema, J. B., Jong, M. R., Fockens, K. N., de Groof, A. J., Bergman, J. J., der Sommen, F. V. & de With, P. H. N., 2022, Cancer Prevention Through Early Detection - 1st International Workshop, CaPTion 2022, Held in Conjunction with MICCAI 2022, Proceedings. Ali, S., van der Sommen, F., van Eijnatten, M., Kolenbrander, I., Papież, B. W. & Jin, Y. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13581 LNCS. p. 89-98 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13581 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Accelerating IVIM and DTI for assessing microstructural changes after acute hamstring injury

  Rauh, S. S., Monte, J. R. C., Hooijmans, M. T., Suskens, J. J. M., Gurney-Champion, O. J., Tol, J. L., Maas, M., Nederveen, A. J. & Strijkers, G. J., 2022, ISMRM.

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

• Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett’s Neoplasia Detection

  Boers, T. G. W., Kusters, C. H. J., Fockens, K. N., Jukema, J. B., Jong, M. R., de Groof, J., Bergman, J. J., van der Sommen, F. & de With, P. H. N., 2022, Cancer Prevention Through Early Detection - 1st International Workshop, CaPTion 2022, Held in Conjunction with MICCAI 2022, Proceedings. Ali, S., van der Sommen, F., van Eijnatten, M., Kolenbrander, I., Papież, B. W. & Jin, Y. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13581 LNCS. p. 131-138 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13581 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Dementia-Related Barriers to mHealth Use: Validation by Expert Opinion

  Engelsma, T., Yurt, A., Jaspers, M. W. & Peute, L. W., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Sacchi, L., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 920-924 5 p. (Studies in Health Technology and Informatics; vol. 294).

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

  Open Access
  1 Citation (Scopus)

• Development and testing of a prototype of a dental extraction trainer with real-time feedback on forces, torques, and angular velocity

  Beuling, M. G., van Riet, T. C. T., van Frankenhuyzen, J., van Antwerpen, R., de Blocq van Scheltinga, B., Dourleijn, A. H. H., Ireiz, D., Streefkerk, S., van Zanten Jan de Lange, J. C., Kober, J. & Dodou, D., 8 Sept 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., Vol. 2022-July. p. 3285-3290 6 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

  Open Access
  1 Citation (Scopus)

• Efficient endoscopic frame informativeness assessment by reusing the encoder of the primary CAD task

  Mammadli, F., van der Sommen, F., Boers, T., van der Putten, J., Fockens, K. N., Jukema, J. B., de Jong, M. R., Bergman, J. J. G. H. M. & de With, P. H. N., 2022, Medical Imaging 2022: Computer-Aided Diagnosis. Drukker, K. & Iftekharuddin, K. M. (eds.). SPIE, Vol. 12033. 120331C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033).

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

• Evaluating mHealth Design for People with Dementia: Preliminary Results

  Engelsma, T., Rippin, L. R., Jaspers, M. W. & Peute, L. W., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Sacchi, L., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 813-814 2 p. (Studies in Health Technology and Informatics; vol. 294).

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

  Open Access

• fMRI-S4: Learning Short- and Long-Range Dynamic fMRI Dependencies Using 1D Convolutions and State Space Models

  el-Gazzar, A., Thomas, R. M. & van Wingen, G., 2022, Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Proceedings. Abdulkadir, A., Bathula, D. R., Dvornek, N. C., Habes, M., Kia, S. M., Kumar, V. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13596 LNCS. p. 158-168 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13596 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• "I know what it's like to have a baby": Abortion decision making among Dutch mothers.

  van Ditzhuijzen, J. M., Schaap, J. & Beumer, W. Y., 2022, I know what it's like to have a baby. p. 50

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2021

  Automatic segmentation of the olfactory bulbs in MRI

  Noothout, J. M. H., Postma, E. M., Boesveldt, S., de Vos, B. D., Smeets, P. A. M. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  4 Citations (Scopus)

• Automatic whole-heart segmentation in 4D TAVI treatment planning CT

  Bruns, S., Wolterink, J. M., van den Boogert, T. P. W., Henriques, J. P., Baan, J., Planken, R. N. & Išgum, I., 2021, Medical Imaging 2021: Image Processing: 15-19 February 2021, online only, Unitred States. Išgum, I., Landman, B. A., Isgum, I. & Landman, B. A. (eds.). Bellingham, WA: SPIE, Vol. 1. 8 p. 115960B. (Proceedings of SPIE; vol. 11596)(Progress in Biomedical Optics and Imaging; vol. 22, no. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis

  Zreik, M., Hampe, N., Leiner, T., Khalili, N., Wolterink, J. M., Voskuil, M., Viergever, M. A. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Developing a Visual Analysis Platform of Human Rabies for Hubei Province of China (VAP-HRHB)

  Liu, K., Wu, W., Zhang, Q., Cai, K. & Zhang, L., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 994-1001 (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

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

• Drug-induced Hypersensitivity Syndrome in a Breast Cancer Patient: A Case Report

  Wicaksono, R. B., Wahyu, D. & Putranti, I. O., 27 Mar 2021, Proceedings of the 1st Jenderal Soedirman International Medical Conference in conjunction with the 5th Annual Scientific Meeting (Temilnas) Consortium of Biomedical Science Indonesia (JIMC 2020). SciTePress, p. 241-244 5 p.

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

• Dynamic Adaptive Spatio-Temporal Graph Convolution for fMRI Modelling

  el-Gazzar, A., Thomas, R. M. & van Wingen, G., 2021, Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Proceedings. Abdulkadir, A., Kia, S. M., Habes, M., Kumar, V., Rondina, J. M., Tax, C. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13001 LNCS. p. 125-134 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13001 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  8 Citations (Scopus)

• ELEVEN YEARS OF EXPERIENCE WITH UPPER TRACT UROTHELIAL CARCINOMA: SURVIVAL AND RENAL FUNCTION AFTER KIDNEY SPARING SURGERY VERSUS RADICAL NEPHROURETERECTOMY

  Hendriks, N., 1 Sept 2021, ELEVEN YEARS OF EXPERIENCE WITH UPPER TRACT UROTHELIAL CARCINOMA: SURVIVAL AND RENAL FUNCTION AFTER KIDNEY SPARING SURGERY VERSUS RADICAL NEPHROURETERECTOMY.

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

  Open Access

• Elf jaar ervaring met urotheelcarcinoom van de hoge urinewegen: overleving en nierfunctie na een niersparende operatie versus een radicale nefro-ureterectomie

  Hendriks, N., 7 May 2021, Tijdschrift voor Urologie. Vol. 11. p. 12 32 p.

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

  Open Access

• EVALUATING SELF-SUPERVISED LEARNING METHODS FOR DOWNSTREAM CLASSIFICATION OF NEOPLASIA IN BARRETT’S ESOPHAGUS

  Cornelissen, S., van der Putten, J. A., Boers, T. G. W., Jukema, J. B., Fockens, K. N., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, Vol. 2021-September. p. 66-70 (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge

  Johnson, P. M., Jeong, G., Hammernik, K., Schlemper, J., Qin, C., Duan, J., Rueckert, D., Lee, J., Pezzotti, N., de Weerdt, E., Yousefi, S., Elmahdy, M. S., van Gemert, J. H. F., Schülke, C., Doneva, M., Nielsen, T., Kastryulin, S., Lelieveldt, B. P. F., van Osch, M. J. P., Staring, M., & 21 othersChen, E. Z., Wang, P., Chen, X., Chen, T., Patel, V. M., Sun, S., Shin, H., Jun, Y., Eo, T., Kim, S., Kim, T., Hwang, D., Putzky, P., Karkalousos, D., Teuwen, J., Miriakov, N., Bakker, B., Caan, M., Welling, M., Muckley, M. J. & Knoll, F., 2021, Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Haq, N., Johnson, P., Maier, A., Würfl, T. & Yoo, J. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12964 LNCS. p. 25-34 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12964 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Graph attention networks for segment labeling in coronary artery trees

  Hampe, N., Wolterink, J. M., Collet, C., Planken, N. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  5 Citations (Scopus)

• Improving hands-free speech rehabilitation in laryngectomized patients: Preliminary results of a novel intratracheal fixation device

  Leemans, M., Van Alphen, M. J. A., Dirven, R., Verkerke, G. J., Hekman, E. E. G. & Van Den Brekel, M. W. M., 2021, Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021. American Society of Mechanical Engineers, V001T12A001. (Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021).

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

  Open Access

• Indoleamine 2,3-dioxygenase 1 (IDO1) activity arrests the apoptosis of Mycobacterium tuberculosis (M. tuberculosis)-infected macrophages

  Guo, L., Hollestelle, B., Tromp, S. A. M., Dijkhuis, A. & Lutter, R., 2021, .. European Respiratory Journal: European Respiratory Society

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

• Medical Students’ Attitudes Towards Ethical Issues Encountered in Clerkship Rotation

  Wicaksono, R. B., Ferine, M. & Lestari, D. W. D., 1 Oct 2021, Proceedings of the International Conference on Medical Education (ICME 2021). Atlantis Press, Vol. 567. p. 293-298 6 p.

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

  Open Access

• Simulation of clinical focal laser ablation treatments to create a dosimetry model of the ablation zone using critical CEM43 values

  van Riel, L., van Kollenburg, R. A. A., Zweije, R., Crezee, J., de Reijke, T. M., Oddens, J. R., van Leeuwen, A. G. J. M. & de Bruin, D. M., 2021, Proceedings SPIE Volume 11619, Advanced Photonics in Urology.

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

  Open Access

• STONE (STent Or NEphrostomy) study

  Hendriks, N., Jun 2021, STONE (STent Or NEphrostomy) study.

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

  Open Access

• Transformer-Based Deep Survival Analysis

  Hu, S., Fridgeirsson, E. A., van Wingen, G. & Welling, M., 2021, Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges and Applications 2021. Greiner, R., Kumar, N., Gerds, T. A. & van der Schaar, M. (eds.). ML Research Press, Vol. 146. p. 132-148 (Proceedings of Machine Learning Research).

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

  18 Citations (Scopus)

• Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking

  van Harten, L. D., de Jonge, C. S., Stoker, J. & Išgum, I., 2021, Proceedings of the 4th Conference on Medical Imaging with Deep Learning, MIDL 2021. Heinrich, M., Dou, Q., de Bruijne, M., Lellmann, J., Schlaefer, A. & Ernst, F. (eds.). ML Research Press, Vol. 143. p. 802-812 (Proceedings of Machine Learning Research).

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

  3 Citations (Scopus)

• Untangling the small intestine in 4D MRI using deep stochastic tracking

  van Harten, L. D., de Jonge, C. S., Stoker, J. & Isgum, I., 2021, Medical Imaging with Deep Learning.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2020

  A Review of Artificial Intelligence Applications in Bacterial Genomics

  Xie, J., Zhang, L. & Xiao, M., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1870-1876 (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Average consistency: A superior way of using the composite image to boost dynamic CT reconstruction

  Tao, X., Wang, Y., Hong, Z., Fu, S., Zhang, H. & Ma, J., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, Vol. 11312. 113123T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

• Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks

  Boers, T. G. W., van der Putten, J., de Groof, J., Struyvenberg, M., Fockens, K., Curvers, W., Schoon, E., van der Sommen, F., Bergman, J. & de With, P. H. N., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11313. 2545734. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• Engaging stakeholders to design an intelligent decision support tool in the occupational health context

  Ren, X., Spina, G., Faber, B. & Geraedts, A., 25 Apr 2020, CHI EA 2020 - Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3383061. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  4 Citations (Scopus)

• Ensuring smoothly navigable approximation sets by Bézier curve parameterizations in evolutionary bi-objective optimization

  Maree, S. C., Alderliesten, T. & Bosman, P. A. N., 2020, Parallel Problem Solving from Nature – PPSN XVI - 16th International Conference, PPSN 2020, Proceedings. Bäck, T., Preuss, M., Deutz, A., Emmerich, M., Wang, H., Doerr, C. & Trautmann, H. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12270 LNCS. p. 215-228 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12270 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• First steps into endoscopic video analysis for Barrett's cancer detection: Challenges and opportunities

  van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, Vol. 11314. 1131431. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)