Biomedical Imaging & Modeling

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2020

Direct classification of type 2 diabetes from retinal fundus images in a population-based sample from the Maastricht study

Heslinga, F. G., Pluim, J. P. W., Houben, A. J. H. M., Schram, M. T., Henry, R. M. A., Stehouwer, C. D. A., Van Greevenbroek, M. J., Berendschot, T. T. J. M. & Veta, M., 1 jan 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (redactie). SPIE, 113141N. (Proceedings of SPIE; vol. 11314).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Towards Multi-perspective Conformance Checking with Aggregation Operations

Zhang, S., Genga, L., Dekker, L., Nie, H., Lu, X., Duan, H. & Kaymak, U., 1 jan 2020, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Proceedings. Lesot, M-J., Vieira, S., Reformat, M. Z., Carvalho, J. P., Wilbik, A., Bouchon-Meunier, B. & Yager, R. R. (redactie). Springer, blz. 215-229 15 blz. (Communications in Computer and Information Science; vol. 1237 CCIS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2019

A computational approach on sensitivity of left ventricular wall strains to geometry

Barbarotta, L. & Bovendeerd, P., 2019, Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Proceedings. Coudière, Y., Ozenne, V., Vigmond, E. & Zemzemi, N. (redactie). Cham: Springer Nature Switzerland AG, blz. 240-248 9 blz. (Lecture Notes in Computer Science ; vol. 11504).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Downloads (Pure)

Approximation of a pipeline of unsupervised retina image analysis methods with a CNN

Heslinga, F., Pluim, J., Dasht Bozorg, B., Berendschot, T., Houben, A. J. H. M., Henry, R. M. A. & Veta, M., 1 mrt 2019, Image Processing: SPIE Medical Imaging, 2019, San Diego, California, United States. Angelini, E. D. & Landman, B. A. (redactie). Bellingham: SPIE, 7 blz. 109491N. (Proceedings of SPIE; vol. 10949).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
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2 Citaten (Scopus)
45 Downloads (Pure)

A simple multi-scale model to evaluate left ventricular growth laws

Rondanina, E. & Bovendeerd, P., 2019, Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Proceedings. Zemzemi, N., Coudière, Y., Ozenne, V. & Vigmond, E. (redactie). Cham: Springer Nature Switzerland AG, blz. 249-257 9 blz. (Lecture Notes in Computer Science; vol. 11504).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Atherosclerotic carotid bifurcation phantoms with a stenotic soft inclusion for flow-structure ultrasound imaging analysis

Chayer, B., van den Hoven, M., Roy Cardinal, M. H., Li, H., Madiena, C., Swillens, A., Lopata, R. & Cloutier, G., okt 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. Piscataway: IEEE Computer Society, blz. 1216-1218 3 blz. 8925928

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Automatic cardiac landmark localization by a recurrent neural network

van Zon, M., Veta, M. & Li, S., 1 jan 2019, Medical Imaging 2019: Image Processing. Landman, B. A. & Angelini, E. D. (redactie). Bellingham: SPIE, 13 blz. 1094916. (Proceedings of SPIE; vol. 10949).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Downloads (Pure)

Convolutional neural network-based regression for quantification of brain characteristics using MRI

Fernandes, J., Alves, V., Khalili, N., Benders, M. J. N. L., Išgum, I., Pluim, J. & Moeskops, P., 30 mrt 2019, New Knowledge in Information Systems and Technologies. Reis, L. P., Costanzo, S., Adeli, H. & Rocha, Á. (redactie). Berlin: Springer, Vol. 2. blz. 577-586 10 blz. (Advances in Intelligent Systems and Computing; vol. 931).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

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Convolutional neural networks for segmentation of the left atrium from gadolinium-enhancement MRI images

de Vente, C., Veta, M., Razeghi, O., Niederer, S., Pluim, J., Rhode, K. & Karim, R., 14 feb 2019, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. McLeod, K., Mansi, T., Young, A., Rhode, K., Zhao, J., Li, S., Pop, M. & Sermesant, M. (redactie). Cham: Springer, blz. 348-356 9 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11395 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)
4 Downloads (Pure)

Deep learning networks to segment and detect breast terminal duct lobular units, acini, and adipose tissue: a step toward the automated analysis of lobular involution as a marker for breast cancer risk

Onken, A., Wetstein, S., Pyle, M., Pluim, J., Schnitt, S., Baker, G., Collins, L., Tamimi, R., Veta, M. & Heng, Y., 2019, United States and Canadian Academy of Pathology (USCAP).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

Detection of acini in histopathology slides: towards automated prediction of breast cancer risk

Wetstein, S., Onken, A., Baker, G., Pyle, M., Pluim, J., Tamimi, R., Heng, Y. & Veta, M., 18 mrt 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (redactie). Bellingham, 7 blz. 109560Q. (Proceedings of SPIE; vol. 10956).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)
6 Downloads (Pure)

How accurately can we detect atrial fibrillation using Photoplethysmography data measured in daily life?

Eerikäinen, L. M., Bonomi, A. G., Schipper, F., Dekker, L. R. C., Vullings, R., de Morree, H. M. & Aarts, R. M., 11 sep 2019, Computing in Cardiology 2019. blz. 1-4 4 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access

Intraplaque haemorrhage detection using single-wavelength PAI and singular value decomposition in the carotid artery

van Hees, R. P. M., Wu, M., van de Vosse, F. N., Lopata, R. G. P. & Rutten, M. C. M., 1 jan 2019, European Conference on Biomedical Optics, ECBO_2019. SPIE, 11077_58. (Proceedings of SPIE; vol. 11077).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Intraplaque haemorrhage detection using single-wavelength PAI and singular value decomposition in the carotid artery

van Hees, R. P. M., Wu, M., van de Vosse, F. N., Lopata, R. G. P. & Rutten, M. C. M., 19 jul 2019, Opto-Acoustic Methods and Applications in Biophotonics IV. Ntziachristos, V. & Zemp, R. (redactie). SPIE, 3 blz. 110771M. (Proceedings of SPIE; vol. 11077).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

3 Downloads (Pure)

Modeling cardiac growth: an alternative approach

van Osta, N. C. J., van der Donk, L., Rondanina, E. & Bovendeerd, P., 2019, Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Proceedings. Coudière, Y., Zemzemi, N., Ozenne, V. & Vigmond, E. (redactie). Cham: Springer Nature Switzerland AG, blz. 258-265 8 blz. (Lecture Notes in Computer Science; vol. 11504).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

3 Citaten (Scopus)
1 Downloads (Pure)

Muti-shell diffusion MRI harmonisation and enhancement challenge (MUSHAC): progress and results

Ning, L., Bonet-Carne, E., Grussu, F., Sepehrband, F., Kaden, E., Veraart, J., Blumberg, S. B., Khoo, C. S., Palombo, M., Coll-Font, J., Scherrer, B., Warfield, S. K., Karayumak, S. C., Rathi, Y., Koppers, S., Weninger, L., Ebert, J., Merhof, D., Moyer, D., Pietsch, M. & 11 anderen, Christiaens, D., Teixeira, R., Tournier, J-D., Zhylka, A., Pluim, J., Parker, G., Rudrapatna, U., Evans, J., Charron, C., Jones, D. K. & Tax, C. W. M., 2019, Computational Diffusion MRI: International MICCAI Workshop, Granada, Spain, September 2018. Ning, L., Tax, C. M. W., Grussu, F., Bonet-Carne, E. & Sepehrband, F. (redactie). 226249 redactie Cham: Springer, blz. 217-224 8 blz. (Mathematics and Visualization).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

Open Access
Bestand
4 Citaten (Scopus)
74 Downloads (Pure)

Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation

Jansen, M. J. A., Kuijf, H. J. & Pluim, J. P. W., 2019, Medical Imaging 2019: Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (redactie). Bellingham: SPIE, 8 blz. 109491V. (Proceedings of SPIE; vol. 10949).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
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1 Citaat (Scopus)
4 Downloads (Pure)

Progressively growing convolutional networks for end-to-end deformable image registration

Eppenhof, K., Lafarge, M. & Pluim, J., 15 mrt 2019, Medical Imaging 2019 Image Processing. Landman, B. A. & Angelini, E. D. (redactie). Bellingham: SPIE, 7 blz. 109491C. (Proceedings of SPIE; vol. 10949).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
3 Citaten (Scopus)
101 Downloads (Pure)
2018

Analysis of retinal vascular biomarkers for early detection of diabetes

Zhang, J., Dashtbozorg, B., Huang, F., Berendschot, T. T. J. M. & ter Haar Romeny, B. M., 1 jan 2018, ViPIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. Tavares, J. M. R. S. & Natal Jorge, R. M. (redactie). Cham: Springer, blz. 811-817 7 blz. (Lecture Notes in Computational Vision and Biomechanics; vol. 27).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaten (Scopus)
1 Downloads (Pure)

An improved U-net architecture for simultaneous arteriole and venule segmentation in fundus image

Xu, X., Tan, T. & Xu, F., 21 aug 2018, Medical Image Understanding and Analysis - 22nd Conference, Proceedings. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (redactie). Cham: Springer, blz. 333-340 8 blz. (Communications in Computer and Information Science; vol. 894).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

3 Citaten (Scopus)

Automatic classification of focal liver lesions based on clinical DCE-MR and T2-weighted images: a feasibility study

Jansen, M. J. A., Kuijf, H. J. & Pluim, J. P. W., 23 mei 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Piscataway: Institute of Electrical and Electronics Engineers, blz. 245-248 4 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)

Deformable image registration using convolutional neural networks

Eppenhof, K. A. J., Lafarge, M. W., Moeskops, P., Veta, M. & Pluim, J. P. W., 15 mrt 2018, Medical Imaging 2018 Image Processing. Bellingham: SPIE, 6 blz. 105740S. (Proceedings of SPIE; vol. 10574).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
22 Citaten (Scopus)
870 Downloads (Pure)

Exploratory study on direct prediction of diabetes using deep residual networks

Abbasi-Sureshjani, S., Dashtbozorg, B., ter Haar Romeny, B. M. & Fleuret, F., 2018, VipIMAGE2017. Tavares, J. M. R. S. & Jorge, R. M. N. (redactie). Springer, Vol. 27. blz. 797-802 6 blz. (Lecture notes in computational vision and biomechanics; vol. 27).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

5 Citaten (Scopus)

Inferring a third spatial dimension from 2D histological images

Lafarge, M. W., Pluim, J. P. W., Eppenhof, K. A. J., Moeskops, P. & Veta, M., 23 mei 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Piscataway: IEEE Computer Society, Vol. 2018-April. blz. 586-589 4 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)

LABELS 2018 Preface

Sznitman, R., Cheplygina, V., Mateus, D., Maier-Hein, L., Granger, E., Jannin, P. & Trucco, E., 1 jan 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Stoyanov, D., Taylor, Z., Balocco, S., Sznitman, R., Martel, A., Maier-Hein, L., Dong, L., Zahnd, G., Demerci, S., Albarqouni, S., Lee, S-L., Moriconi, S., Cheplygina, V., Mateus, D., Trucco, E., Granger, E. & Jannin, E. (redactie). Springer, blz. IX (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Roto-translation covariant convolutional networks for medical image analysis

Bekkers, E. J., Lafarge, M. W., Veta, M., Eppenhof, K. A. J., Pluim, J. P. W. & Duits, R., 1 jan 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (redactie). Cham: Springer, blz. 440-448 9 blz. (Lecture Notes in Computer Science; vol. 11070).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

13 Citaten (Scopus)

Validation study on retinal vessel caliber measurement technique

Huang, F., Dashtbozorg, B., Zhang, J., Yeung, A., Berendschot, T. T. J. M. & ter Haar Romeny, B. M., 1 jan 2018, VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. Tavares, J. M. R. S. & Natal Jorge, R. M. (redactie). Cham: Springer, blz. 818-826 9 blz. (Lecture Notes in Computational Vision and Biomechanics; vol. 27).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)
2017

3D geometry assessment and wall stress analysis of carotid arteries using 2D US segmentation during a controlled sweep

De Ruijter, J., Hobelman, KH., Van De Vosse, F., Van Sambeek, M. R. H. M. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 1 blz. 8092545

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

20 Downloads (Pure)

A comparative study towards the establishment of an automatic retinal vessel width measurement technique

Huang, F., Dasht Bozorg, B., Yeung, A. K. S., Zhang, J., Berendschot, T. J. M. & ter Haar Romeny, B. M., 2017, Fetal, infant and ophthalmic medical image analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer, blz. 227-234 8 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)

Adversarial training and dilated convolutions for brain MRI segmentation

Moeskops, P., Veta, M., Lafarge, M. W., Eppenhof, K. A. J. & Pluim, J. P. W., 2017, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 3rd International Workshop, DLMIA 2017 and 7th International Workshop, ML-CDS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer, blz. 56-64 9 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10553 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

35 Citaten (Scopus)
2 Downloads (Pure)

Assessment of left bundle branch related strain dyssynchrony: a comparison with tagged MRI

Fixsen, L. S., de Lepper, A., van 't Veer, M., Strik, M., van Middendorp, L., van de Vosse, F. N., Prinzen, F., Houthuizen, P. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 8092422

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Downloads (Pure)

Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs

Mendonça, A. M., Remeseiro, B., Dashtbozorg, B. & Campilho, A., 1 mrt 2017, Medical Imaging 2017 Computer-Aided Diagnosis, 13-16 February 2017, Orlando, Florida. Petrick, N. A. & Armato, S. G. (redactie). SPIE, Vol. 1. 7 blz. 101341L. (Proceedings of SPIE; vol. 10134)(Progress in Biomedical optics and Imaging; vol. 18, nr. 48).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaten (Scopus)

Automatic segmentation of the intracranial volume in fetal MR images

Khalili, N., Moeskops, P., Claessens, N. H. P., Scherpenzeel, S., Turk, E., de Heus, R., Benders, M. J. N. L., Viergever, M. A., Pluim, J. P. W. & Išgum, I., 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer, blz. 42-51 10 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

4 Citaten (Scopus)

Boosted exudate segmentation in retinal images using residual nets

Abbasi-Sureshjani, S., Dashtbozorg, B., ter Haar Romeny, B. M. & Fleuret, F., 1 jan 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. (redactie). Berlin: Springer, blz. 210-218 9 blz. (Lecture Notes in Computer Science; vol. 10554)(Image processing, computer vision, pattern recognition, and graphics; vol. 10554).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

7 Citaten (Scopus)

Characterization of human carotid plaques using multi-wavelength photoacoustic imaging

Arabul, M. U., Heres, H. M., Rutten, M. C. M., Van Sambeek, M. R. H. M., Van De Vosse, F. N. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 1 blz. 8092077

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaten (Scopus)
1 Downloads (Pure)

Comparative visualization for diffusion tensor imaging group study at multiple levels of detail

Zhang, C., Höllt, T., Caan, M., Eisemann, E. & Vilanova, A., 2017, Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM). New York: Association for Computing Machinery, Inc, blz. 53-62

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Crowdsourced emphysema assessment

Ørting, S. N., Cheplygina, V., Petersen, J., Thomsen, L. H., Wille, M. M. W. & de Bruijne, M., 2017, Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 6th Joint International Workshops, CVII-STENT 2017 and 2nd International Workshop, LABELS 2017 Held in Conjunction with MICCAI 2017, Proceedings: 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings. Arbel, T. & Cardoso, M. J. (redactie). Cham: Sprnger Verlag, blz. 126-135 10 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10552 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
2 Citaten (Scopus)
131 Downloads (Pure)

Domain-adversarial neural networks to address the appearance variability of histopathology images

Lafarge, M. W., Pluim, J. P. W., Eppenhof, K. A. J., Moeskops, P. & Veta, M., 2017, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 3rd International Workshop, DLMIA 2017 and 7th International Workshop, ML-CDS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer, blz. 83-91 9 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10553 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

26 Citaten (Scopus)
2 Downloads (Pure)

Exploring the similarity of medical imaging classification problems

Cheplygina, V., Moeskops, P., Veta, M., Dashtbozorg, B. & Pluim, J. P. W., 2017, Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 6th Joint International Workshops, CVII-STENT 2017 and 2nd International Workshop, LABELS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J., Arbel, T. & et. al. (redactie). Cham: Springer, blz. 59-66 8 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10552 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaten (Scopus)
2 Downloads (Pure)

From a user study to a valid claim: how to test your hypothesis and avoid common pitfalls

de Hoon, N., Eisemann, E. & Vilanova, A., 1 jun 2017, EuroVis Workshop on Reproducibility, Verification, and Validation in Visualization (EuroRV3). Lawonn, K., Smit, N. & Cunningham, D. (redactie). New York: Association for Computing Machinery, Inc, blz. 25-28 4 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Hemorrhages detection in atherosclerotic plaques using ultrasound and photoacoustic, phantom study

Gouteux, L. K. L., Arabul, M. Ü., Rutten, M. C. M., Van De Vosse, F. N. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 1 blz. 8091816

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

HIFUtk: visual analytics for high intensity focused ultrasound simulation

Modena, D., van Dijk, E. V. M., Bosnacki, D., ten Eikelder, H. M. M. & Westenberg, M. A., 2017, Eurographics Workshop on Visual Computing for Biology and Medicine. Bruckner, S., Hennemuth, A., Kainz, B., Hotz, I., Merhof, D. & Rieder, C. (redactie). Geneve: The Eurographics Association, blz. 73-82 10 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Improved ultrasound-based mechanical characterization of abdominal aortic aneurysms

Petterson, N. J., Van Disseldorp, E. M. J., Van De Vosse, F. N., Van Sambeek, M. R. H. M. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 1 blz. 8091744

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaten (Scopus)
2 Downloads (Pure)

In-vivo mechanical characterization of abdominal aortic aneurysms and healthy aortas using 4D ultrasound: a comparison study

Van Disseldorp, E. M. J., Petterson, N. J., Van De Vosse, F. N., Van Sambeek, M. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 1 blz. 8091610

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Downloads (Pure)

Mechanical characterization of vascular tissue using ultrasound

De Ruijter, J., Van De Vosse, F. N., Van Sambeek, M. J. M. & Lopata, R. G. P., 31 okt 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. Brussels: IEEE Computer Society, 1 blz. 8092737

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Motion correction of dynamic contrast enhanced MRI of the liver

Jansen, M. J. A., Veldhuis, W. B., van Leeuwen, M. S. & Pluim, J. P. W., 2017, Medical Imaging 2017: Image Processing. Angelini, E. D., Styner, M. A. & Angelini, E. D. (redactie). SPIE, 101331T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10133).

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1 Citaat (Scopus)

Retinal health information and notification system (RHINO)

Dashtbozorg, B., Zhang, J., Abbasi-Sureshjani, S., Huang, F. & ter Haar Romeny, B. M., 1 mrt 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Armato, S. G. & Petrick, N. A. (redactie). Bellingham: SPIE, 6 blz. 1013437. (Proceedings of SPIE; vol. 10134).

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6 Citaten (Scopus)
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Stability metrics for optic radiation tractography : towards damage prediction after resective surgery

Meesters, S. P. L., Ossenblok, P. P. W., Wagner, L., Schijns, O. E. M. G., Boon, P., Florack, L. M. J., Vilanova Bartroli, A. & Duits, R., mei 2017, ISMRM 25th Annual Meeting & Exhibition, 22-27 April 2017, Honolulu, Hawaii. 3476

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Stain separation in digital bright field histopathology

Astola, L. J., 19 jan 2017, Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA 2016), December 12-15, 2016, Oulu, Finland. Pietikainen, M., Hadid, A. & Lopez, M. B. (redactie). Piscataway: Institute of Electrical and Electronics Engineers, 6 blz. 7820956

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3 Citaten (Scopus)

Supervised local error estimation for nonlinear image registration using convolutional neural networks

Eppenhof, K. A. J. & Pluim, J. P. W., 24 feb 2017, Medical Imaging 2017: Image Processing. Styner, M. A. & Angelini, E. D. (redactie). SPIE, 6 blz. 101331U. (Proceedings of SPIE; vol. 10133)(Progress in Biomedical Optics and Imaging; vol. 18, nr. 47).

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Open Access
9 Citaten (Scopus)
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