• 1393 Citations
20112020

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2020

Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors

Wetstein, S. C., González-Gonzalo, C., Bortsova, G., Liefers, B., Dubost, F., Katramados, I., Hogeweg, L., Ginneken, B. V., Pluim, J. P. W., Bruijne, M. D., Sánchez, C. I. & Veta, M., 11 Jun 2020, In : arXiv.

Research output: Contribution to journalArticleAcademic

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12 Downloads (Pure)

Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk

Wetstein, S. C., Onken, A. M., Luffman, C., Baker, G. M., Pyle, M. E., Kensler, K. H., Liu, Y., Bakker, B., Vlutters, R., van Leeuwen, M. B., Collins, L. C., Schnitt, S. J., Pluim, J. P. W., Tamimi, R. M., Heng, Y. J. & Veta, M., 15 Apr 2020, In : PLoS ONE. 15, 4, 16 p., e0231653.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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8 Downloads (Pure)

Deep-learning-based preprocessing for quantitative myocardial perfusion MRI

Scannell, C. M., Veta, M., Villa, A. D. M., Sammut, E. C., Lee, J., Breeuwer, M. & Chiribiri, A., Jun 2020, In : Journal of Magnetic Resonance Imaging. 51, 6, p. 1689-1696 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2 Citations (Scopus)

Fast contour propagation for MR‐guided prostate radiotherapy using convolutional neural networks

Eppenhof, K. A. J., Maspero, M., Savenije, M. H. F., de Boer, J. C. J., van der Voort van Zyp, J. R. N., Raaymakers, B. W., Raaijmakers, A., Veta, M., van den Berg, C. A. T. & Pluim, J. P. W., 1 Mar 2020, In : Medical Physics. 47, 3, p. 1238-1248 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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4 Citations (Scopus)
33 Downloads (Pure)

Progressively trained convolutional neural networks for deformable image registration

Eppenhof, K., Lafarge, M., Veta, M. & Pluim, J., 7 May 2020, In : IEEE Transactions on Medical Imaging. 39, 5, p. 1594-1604 11 p., 8902170.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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1 Citation (Scopus)
15 Downloads (Pure)
2019

Assessing breast terminal duct lobular unit involution: a computational pathology approach: Poster No. 103

Luffman, C., Wetstein, S., Onken, A., Pyle, M. E., Kensler, K. H., Liu, Y., Pluim, J. P. W., Veta, M., Schnitt, S., Tamimi, R., Baker, G., Collins, L. & Heng, Y. J., 1 Sep 2019, In : Archives of Pathology and Laboratory Medicine. 143, 9, p. e149

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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1 Downloads (Pure)

Automated clear cell renal carcinoma grade classification with prognostic significance

Tian, K., Rubadue, C. A., Lin, D. I., Veta, M., Pyle, M. E., Irshad, H. & Heng, Y. J., 3 Oct 2019, In : PLoS ONE. 14, 10, 16 p., e0222641.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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1 Citation (Scopus)
22 Downloads (Pure)

Deep learning-based prediction of kinetic parameters from myocardial perfusion MRI

Scannell, C. M., Bosch, P. V. D., Chiribiri, A., Lee, J., Breeuwer, M. & Veta, M., 27 Jul 2019, In : arXiv. 4 p., 1907.11899v1.

Research output: Contribution to journalArticleAcademic

Open Access
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10 Downloads (Pure)

Learning domain-invariant representations of histological images

Lafarge, M. W., Pluim, J. P. W., Eppenhof, K. A. J. & Veta, M., 16 Jul 2019, In : Frontiers in Medicine. 6, 11 p., 162.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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27 Downloads (Pure)

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

Veta, M., Heng, Y. J., Stathonikos, N., Bejnordi, B. E., Beca, F., Wollmann, T., Rohr, K., Shah, M. A., Wang, D., Rousson, M., Hedlund, M., Tellez, D., Ciompi, F., Zerhouni, E., Lanyi, D., Viana, M., Kovalev, V., Liauchuk, V., Phoulady, H. A., Qaiser, T. & 13 others, Graham, S., Rajpoot, N., Sjöblom, E., Molin, J., Paeng, K., Hwang, S., Park, S., Jia, Z., Chang, E. I-C., Xu, Y., Beck, A. H., van Diest, P. J. & Pluim, J. P. W., May 2019, In : Medical Image Analysis. 54, p. 111-121 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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21 Citations (Scopus)
48 Downloads (Pure)
2018

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., 10 Apr 2018, In : arXiv.

Research output: Contribution to journalArticleAcademic

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102 Downloads (Pure)
2017

Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer

Bejnordi, B. E., Veta, M., van Diest, P. J., Van Ginneken, B., Karssemeijer, N., Litjens, G., van der Laak, J. A. W. M., Hermsen, M., Manson, Q. F., Balkenhol, M., Geessink, O., Stathonikos, N., Van Dijk, M. C. R. F., Bult, P., Beca, F., Beck, A. H., Wang, D., Khosla, A., Gargeya, R., Irshad, H. & 31 others, Zhong, A., Dou, Q., Li, Q., Chen, H., Lin, H. J., Heng, P. A., Haß, C., Bruni, E., Wong, Q., Halici, U., Öner, M. Ü., Cetin-Atalay, R., Berseth, M., Khvatkov, V., Vylegzhanin, A., Kraus, O., Shaban, M., Rajpoot, N., Awan, R., Sirinukunwattana, K., Qaiser, T., Tsang, Y. W., Tellez, D., Annuscheit, J., Hufnagl, P., Valkonen, M., Kartasalo, K., Latonen, L., Ruusuvuori, P., Liimatainen, K. & CAMELYON16 Consortium, 12 Dec 2017, In : JAMA Neurology. 318, 22, p. 2199-2210 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

475 Citations (Scopus)

Long-term prognosis of young breast cancer patients (≤40 years) who did not receive adjuvant systemic treatment: protocol for the PARADIGM initiative cohort study

Dackus, G. M., Ter Hoeve, N. D., Opdam, M., Vreuls, W., Varga, Z., Koop, E., Willems, S. M., Van Deurzen, C. H., Groen, E. J., Cordoba, A., Bart, J., Mooyaart, A. L., van den Tweel, J. G., Zolota, V., Wesseling, J., Sapino, A., Chmielik, E., Ryska, A., Amant, F., Broeks, A. & 13 others, Kerkhoven, R., Stathonikos, N., Veta, M., Voogd, A., Jozwiak, K., Hauptmann, M., Hoogstraat, M., Schmidt, M. K., Sonke, G., van der Wall, E., Siesling, S., van Diest, P. J. & Linn, S. C., 14 Nov 2017, In : BMJ open. 7, 11, p. e017842 7 p., e017842.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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3 Citations (Scopus)
53 Downloads (Pure)
2016

Mitosis counting in breast cancer: object-level interobserver agreement and comparison to an automatic method

Veta, M., van Diest, P. J., Jiwa, M., Al-Janabi, S. & Pluim, J. P. W., 16 Aug 2016, In : PLoS ONE. 11, 8, p. 1-13 e0161286.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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36 Citations (Scopus)
213 Downloads (Pure)
2015

Assessment of algorithms for mitosis detection in breast cancer histopathology images

Veta, M., Diest, van, P. J., Willems, S. M., Wang, H., Madabhushi, A. A., Cruz-Roa, A. A., González, F., Larsen, A. B. L. A., Vestergaard, J. S. J., Dahl, A. B. A., Ciresan, D. C. D., Schmidhuber, J., Giusti, A. A., Gambardella, L. M. L., Tek, F. B., Walter, T. T., Wang, C-W., Kondo, S., Matuszewski, B. J. B., Precioso, F. F. & 9 others, Snell, V. V., Kittler, J., de Campos, T. E., Khan, A. M., Rajpoot, N. M., Arkoumani, E., Lacle, M. M., Viergever, M. A. & Pluim, J. P. W., 20 Mar 2015, In : Medical Image Analysis. 20, 1, p. 237-248 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

180 Citations (Scopus)
9 Downloads (Pure)
2014

Breast cancer histopathology image analysis : a review

Veta, M., Pluim, J. P. W., Diest, van, P. J. & Viergever, M. A., 2014, In : IEEE Transactions on Biomedical Engineering. 61, 5, p. 1400-1411 1400.

Research output: Contribution to journalArticleAcademicpeer-review

271 Citations (Scopus)
8 Downloads (Pure)

Corrections to "Breast cancer histopathology image analysis": a review [May 14 1400-1411]

Veta, M., Pluim, J. P. W., Diest, van, P. J. & Viergever, M. A., Nov 2014, In : IEEE Transactions on Biomedical Engineering. 61, 11, p. 2819-2819 1 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
2 Downloads (Pure)
2013

Automatic nuclei segmentation in H&E stained breast cancer histopathology images

Veta, M., Diest, van, P. J., Kornegoor, R., Huisman, A., Viergever, M. A. & Pluim, J. P. W., 2013, In : PLoS ONE. 8, 7, 12 p., 70221.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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171 Citations (Scopus)
378 Downloads (Pure)
2012

Prognostic value of automatically extracted nuclear morphometric features in whole slide images of male breast cancer

Veta, M., Kornegoor, R., Huisman, A., Verschuur-Maes, A. H. J., Viergever, M. A., Pluim, J. P. W. & Diest, van, P. J., 2012, In : Modern Pathology. 25, 12, p. 1559-1565

Research output: Contribution to journalArticleAcademicpeer-review

38 Citations (Scopus)
1 Downloads (Pure)