A Decade of GigaScience: The Challenges of Gigapixel Pathology Images

por Litjens, Geert, Ciompi, Francesco, van der Laak, Jeroen
Publicado 2022

Lymph node detection in MR Lymphography: false positive reduction using multi-view convolutional neural networks

por Debats, Oscar A., Litjens, Geert J.S., Huisman, Henkjan J.
Publicado 2019

Clinical evaluation of a computer-aided diagnosis system for determining cancer aggressiveness in prostate MRI

por Litjens, Geert J. S., Barentsz, Jelle O., Karssemeijer, Nico, Huisman, Henkjan J.
Publicado 2015

Artificial intelligence to detect MYC translocation in slides of diffuse large B-cell lymphoma

por Swiderska-Chadaj, Zaneta, Hebeda, Konnie M., van den Brand, Michiel, Litjens, Geert
Publicado 2020

Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks

por Aprupe, Lilija, Litjens, Geert, Brinker, Titus J., van der Laak, Jeroen, Grabe, Niels
Publicado 2019

Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks

por Bándi, Péter, Balkenhol, Maschenka, van Ginneken, Bram, van der Laak, Jeroen, Litjens, Geert
Publicado 2019

Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer

por Swiderska-Chadaj, Zaneta, de Bel, Thomas, Blanchet, Lionel, Baidoshvili, Alexi, Vossen, Dirk, van der Laak, Jeroen, Litjens, Geert
Publicado 2020

Intranodal signal suppression in pelvic MR lymphography of prostate cancer patients: a quantitative comparison of ferumoxtran-10 and ferumoxytol

por Debats, Oscar A., Fortuin, Ansje S., Meijer, Hanneke J.M., Hambrock, Thomas, Litjens, Geert J.S., Barentsz, Jelle O., Huisman, Henkjan J.
Publicado 2016

Generalization of Deep Learning in Digital Pathology: Experience in Breast Cancer Metastasis Detection

por Jarkman, Sofia, Karlberg, Micael, Pocevičiūtė, Milda, Bodén, Anna, Bándi, Péter, Litjens, Geert, Lundström, Claes, Treanor, Darren, van der Laak, Jeroen
Publicado 2022

Predicting biochemical recurrence of prostate cancer with artificial intelligence

por Pinckaers, Hans, van Ipenburg, Jolique, Melamed, Jonathan, De Marzo, Angelo, Platz, Elizabeth A., van Ginneken, Bram, van der Laak, Jeroen, Litjens, Geert
Publicado 2022

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

por Litjens, Geert, Sánchez, Clara I., Timofeeva, Nadya, Hermsen, Meyke, Nagtegaal, Iris, Kovacs, Iringo, Hulsbergen - van de Kaa, Christina, Bult, Peter, van Ginneken, Bram, van der Laak, Jeroen
Publicado 2016

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

por Ghafoorian, Mohsen, Karssemeijer, Nico, Heskes, Tom, van Uden, Inge W. M., Sanchez, Clara I., Litjens, Geert, de Leeuw, Frank-Erik, van Ginneken, Bram, Marchiori, Elena, Platel, Bram
Publicado 2017

Dataset of prostate MRI annotated for anatomical zones and cancer

por Adams, Lisa C., Makowski, Marcus R., Engel, Günther, Rattunde, Maximilian, Busch, Felix, Asbach, Patrick, Niehues, Stefan M., Vinayahalingam, Shankeeth, van Ginneken, Bram, Litjens, Geert, Bressem, Keno K.
Publicado 2022

Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard

por Bulten, Wouter, Bándi, Péter, Hoven, Jeffrey, Loo, Rob van de, Lotz, Johannes, Weiss, Nick, Laak, Jeroen van der, Ginneken, Bram van, Hulsbergen-van de Kaa, Christina, Litjens, Geert
Publicado 2019

Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics

por Balkenhol, Maschenka CA., Ciompi, Francesco, Świderska-Chadaj, Żaneta, van de Loo, Rob, Intezar, Milad, Otte-Höller, Irene, Geijs, Daan, Lotz, Johannes, Weiss, Nick, de Bel, Thomas, Litjens, Geert, Bult, Peter, van der Laak, Jeroen AWM.
Publicado 2021

1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset

por Litjens, Geert, Bandi, Peter, Ehteshami Bejnordi, Babak, Geessink, Oscar, Balkenhol, Maschenka, Bult, Peter, Halilovic, Altuna, Hermsen, Meyke, van de Loo, Rob, Vogels, Rob, Manson, Quirine F, Stathonikos, Nikolas, Baidoshvili, Alexi, van Diest, Paul, Wauters, Carla, van Dijk, Marcory, van der Laak, Jeroen
Publicado 2018

MAGE expression in head and neck squamous cell carcinoma primary tumors, lymph node metastases and respective recurrences-implications for immunotherapy

por Laban, Simon, Giebel, Gregor, Klümper, Niklas, Schröck, Andreas, Doescher, Johannes, Spagnoli, Giulio, Thierauf, Julia, Theodoraki, Marie-Nicole, Remark, Romain, Gnjatic, Sacha, Krupar, Rosemarie, Sikora, Andrew G., Litjens, Geert, Grabe, Niels, Kristiansen, Glen, Bootz, Friedrich, Schuler, Patrick J., Brunner, Cornelia, Brägelmann, Johannes, Hoffmann, Thomas K., Perner, Sven
Publicado 2017

Evaluation of tongue squamous cell carcinoma resection margins using ex-vivo MR

por Steens, Stefan C. A., Bekers, Elise M., Weijs, Willem L. J., Litjens, Geert J. S., Veltien, Andor, Maat, Arie, van den Broek, Guido B., van der Laak, Jeroen A. W. M., Fütterer, Jürgen J., van der Kaa, Christina A. Hulsbergen, Merkx, Matthias A. W., Takes, Robert P.
Publicado 2017

Automated quantification of levels of breast terminal duct lobular (TDLU) involution using deep learning

por de Bel, Thomas, Litjens, Geert, Ogony, Joshua, Stallings-Mann, Melody, Carter, Jodi M., Hilton, Tracy, Radisky, Derek C., Vierkant, Robert A., Broderick, Brendan, Hoskin, Tanya L., Winham, Stacey J., Frost, Marlene H., Visscher, Daniel W., Allers, Teresa, Degnim, Amy C., Sherman, Mark E., van der Laak, Jeroen A. W. M.
Publicado 2022

Artificial intelligence assistance significantly improves Gleason grading of prostate biopsies by pathologists

por Bulten, Wouter, Balkenhol, Maschenka, Belinga, Jean-Joël Awoumou, Brilhante, Américo, Çakır, Aslı, Egevad, Lars, Eklund, Martin, Farré, Xavier, Geronatsiou, Katerina, Molinié, Vincent, Pereira, Guilherme, Roy, Paromita, Saile, Günter, Salles, Paulo, Schaafsma, Ewout, Tschui, Joëlle, Vos, Anne-Marie, van Boven, Hester, Vink, Robert, van der Laak, Jeroen, Hulsbergen-van der Kaa, Christina, Litjens, Geert
Publicado 2020