The Latent Doctor Model for Modeling Inter-Observer Variability

Authors: Linmans, J., Hoogeboom, E., van der Laak, J., Litjens, G.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 28(1):343-354 Jan, 2024

Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images

Authors: Pinckaers, H., van Ginneken, B., Litjens, G.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 44(3):1581-1590 Mar, 2022

Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels

Authors: Pinckaers, H., Bulten, W., van der Laak, J., Litjens, G.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 40(7):1817-1826 Jul, 2021

Neural Image Compression for Gigapixel Histopathology Image Analysis

Authors: Tellez, D., Litjens, G., van der Laak, J., Ciompi, F.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 43(2):567-578 Feb, 2021

Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images—The ACDC@LungHP Challenge 2019

Authors: Li, Z., Zhang, J., Tan, T., Teng, X., Sun, X., Zhao, H., Liu, L., Xiao, Y., Lee, B., Li, Y., Zhang, Q., Sun, S., Zheng, Y., Yan, J., Li, N., Hong, Y., Ko, J., Jung, H., Liu, Y., Chen, Y., Wang, C., Yurovskiy, V., Maevskikh, P., Khanagha, V., Jiang, Y., Yu, L., Liu, Z., Li, D., Schuffler, P.J., Yu, Q., Chen, H., Tang, Y., Litjens, G.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 25(2):429-440 Feb, 2021

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge

Authors: Bandi, P., Geessink, O., Manson, Q., Van Dijk, M., Balkenhol, M., Hermsen, M., Ehteshami Bejnordi, B., Lee, B., Paeng, K., Zhong, A., Li, Q., Zanjani, F.G., Zinger, S., Fukuta, K., Komura, D., Ovtcharov, V., Cheng, S., Zeng, S., Thagaard, J., Dahl, A.B., Lin, H., Chen, H., Jacobsson, L., Hedlund, M., cetin, M., Halici, E., Jackson, H., Chen, R., Both, F., Franke, J., Kusters-Vandevelde, H., Vreuls, W., Bult, P., van Ginneken, B., van der Laak, J., Litjens, G.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 38(2):550-560 Feb, 2019

Automated Detection of DCIS in Whole-Slide H&E Stained Breast Histopathology Images

Authors: Ehteshami Bejnordi, B., Balkenhol, M., Litjens, G., Holland, R., Bult, P., Karssemeijer, N., van der Laak, J. AWM

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 35(9):2141-2150 Sep, 2016

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

Authors: Setio, A. A. A., Ciompi, F., Litjens, G., Gerke, P., Jacobs, C., van Riel, S. J., Wille, M. M. W., Naqibullah, M., Sanchez, C. I., van Ginneken, B.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 35(5):1160-1169 May, 2016

Stain Specific Standardization of Whole-Slide Histopathological Images

Authors: Ehteshami Bejnordi, B., Litjens, G., Timofeeva, N., Otte-Holler, I., Homeyer, A., Karssemeijer, N., van der Laak, J. A.W.M.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 35(2):404-415 Feb, 2016

Computer-Aided Detection of Prostate Cancer in MRI

Authors: Litjens, G., Debats, O., Barentsz, J., Karssemeijer, N., Huisman, H.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 33(5):1083-1092 May, 2014

Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas.
Medical Imaging 2022: Digital and Computational Pathology

Authors: Vendittelli, P., Smeets, E. M. M., Litjens, G. J. S.

Source: Proceedings of SPIE, the International Society for Optical Engineering. 12039:120391F-120391F-7

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900045264&indx=1&recIds=ETOCCN900045264

Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks

Authors: Tellez, D., Balkenhol, M., Otte-Holler, I., van de Loo, R., Vogels, R., Bult, P., Wauters, C., Vreuls, W., Mol, S., Karssemeijer, N., Litjens, G., van der Laak, J., Ciompi, F.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 37(9):2126-2136 Sep, 2018

Structure Instance Segmentation in Renal Tissue: A Case Study on Tubular Immune Cell Detection
Computational pathology and ophthalmic medical image analysis (International workshop)

Authors: de Bel, T., Hermsen, M., Litjens, G., van der Laak, J.

Source: Lecture notes in computer science. 11039:112-119

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604269979&indx=1&recIds=ETOCCN604269979

End-to-end classification on basal-cell carcinoma histopathology whole-slides images
Medical Imaging 2021: Digital Pathology

Authors: Geijs, D. J., Pinckaers, H., Amir, A. L., Litjens, G. J. S.

Source: Proceedings of SPIE, the International Society for Optical Engineering. 11603:1160307-1160307-6

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900028626&indx=1&recIds=ETOCCN900028626

The association between portal system vein diameters and outcomes in acute pancreatitis

Authors: Smeets, X.J.N.M., Litjens, G., da Costa, D.W., Kievit, W., van Santvoort, H.C., Besselink, M.G.H., Fockens, P., Bruno, M.J., Kolkman, J.J., Drenth, J.P.H., Bollen, T.L., van Geenen, E.J.M.

Source: In Pancreatology July 2018 18(5):494-499

Annual Yield Comparison of Module Level Power Electronics and String Level PV Systems with Standard and Advanced Module Design
European photovoltaic solar energy conference

Authors: Sinapis, K., Rooijakkers, T. T. H., Tzikas, C., Litjens, G. B. M. A., van den Donker, M. N., Folkerts, W., van Sark, W. G. J. H. M.

Source: European photovoltaic solar energy conference. 32(3):2011-2015

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603792498&indx=1&recIds=ETOCCN603792498

A comprehensive study on partial shading response of c-Si modules and yield modeling of string inverter and module level power electronics

Authors: Sinapis, K., Tzikas, C., Litjens, G., van den Donker, M., Folkerts, W., van Sark, W.G.J.H.M., Smets, A.

Source: In Solar Energy October 2016 135:731-741

5AO.8.4 Yield Modelling for Micro Inverter, Power Optimizer and String Inverter under Clear and Partially Shaded Conditions
European photovoltaic solar energy conference

Authors: Sinapis, K., Tzikas, C., Litjens, G. B. M. A., van den Donker, M. N., Folkerts, W., van Sark, W. G. J. H. M., Smets, A.

Source: European photovoltaic solar energy conference. 31(2):1587-1591

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603585460&indx=1&recIds=ETOCCN603585460

6DO.5.1 High Throughput Roof Renovation Using Prefabbed and Prewired Watertight PV Insulation Elements
European photovoltaic solar energy conference

Authors: van den Donker, M. N., Hauck, B., Valckenborg, R., Sinapis, K., Litjens, G., Folkerts, W., Borro, R., Passlack, W.

Source: European photovoltaic solar energy conference. 29(4):3545-3548

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603574290&indx=1&recIds=ETOCCN603574290

5AO.9.6 Outdoor Characterization of Three PV Architectures under Clear and Shaded Conditions
European photovoltaic solar energy conference

Authors: Sinapis, K., Litjens, G. B. M. A., van den Donker, M. N., Folkerts, W.

Source: European photovoltaic solar energy conference. 29(3):2249-2254

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603575438&indx=1&recIds=ETOCCN603575438