• 880 Citations
20112019
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Research Output 2011 2019

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Article
2019

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., 1 Jan 2019, In : PLoS ONE. 14, 10, 16 p., e0222641

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
kidney cells
Renal Cell Carcinoma
carcinoma
Atlases
Hazards

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
File
5 Citations (Scopus)

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 othersGraham, 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., 27 Feb 2019, In : Medical Image Analysis. 54, p. 111-121 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Tumors
Breast Neoplasms
Neoplasms
Mitosis
Image analysis
2018
File
Image analysis
Neural networks
Convolution
Electron microscopy
Imaging techniques
2017
225 Citations (Scopus)

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 othersZhong, 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

Lymph Nodes
Learning
Breast Neoplasms
Neoplasm Metastasis
Area Under Curve
2 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 othersKerkhoven, 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
File
Clinical Protocols
Cohort Studies
Breast Neoplasms
Netherlands
Registries
2016
28 Citations (Scopus)

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
File
Pathology
Mitosis
breast neoplasms
mitosis
Breast Neoplasms
2015
135 Citations (Scopus)

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 othersSnell, 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

2014
199 Citations (Scopus)

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

Analog to digital conversion
Image analysis
Tissue
Computer aided diagnosis
Pathology
2 Citations (Scopus)

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

2013
140 Citations (Scopus)

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
File
histopathology
breast neoplasms
Breast Neoplasms
scanners
Pathology
2012
34 Citations (Scopus)

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

Male Breast Neoplasms
Pathology
Equipment and Supplies
Workflow
Survival Analysis