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

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

PROACTING: predicting pathological complete response to neoadjuvant chemotherapy in breast cancer from routine diagnostic histopathology biopsies with deep learning

por Aswolinskiy, Witali, Munari, Enrico, Horlings, Hugo M., Mulder, Lennart, Bogina, Giuseppe, Sanders, Joyce, Liu, Yat-Hee, van den Belt-Dusebout, Alexandra W., Tessier, Leslie, Balkenhol, Maschenka, Stegeman, Michelle, Hoven, Jeffrey, Wesseling, Jelle, van der Laak, Jeroen, Lips, Esther H., Ciompi, Francesco
Publicado 2023

Deep learning for fully-automated nuclear pleomorphism scoring in breast cancer

por Mercan, Caner, Balkenhol, Maschenka, Salgado, Roberto, Sherman, Mark, Vielh, Philippe, Vreuls, Willem, Polónia, António, Horlings, Hugo M., Weichert, Wilko, Carter, Jodi M., Bult, Peter, Christgen, Matthias, Denkert, Carsten, van de Vijver, Koen, Bokhorst, John-Melle, van der Laak, Jeroen, Ciompi, Francesco
Publicado 2022

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

Evaluation Criteria for Chromosome Instability Detection by FISH to Predict Malignant Progression in Premalignant Glottic Laryngeal Lesions

por Bergshoeff, Verona E., Balkenhol, Maschenka C. A., Haesevoets, Annick, Ruland, Andrea, Chenault, Michelene N., Nelissen, Rik C., Peutz, Carine J., Clarijs, Ruud, Van der Laak, Jeroen A. W. M., Takes, Robert P., Van den Brekel, Michiel W., Van Velthuysen, Marie-Louise F., Ramaekers, Frans C. S., Kremer, Bernd, Speel, Ernst-Jan 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

Interobserver variability in the assessment of stromal tumor-infiltrating lymphocytes (sTILs) in triple-negative invasive breast carcinoma influences the association with pathologi...

por Van Bockstal, Mieke R., François, Aline, Altinay, Serdar, Arnould, Laurent, Balkenhol, Maschenka, Broeckx, Glenn, Burguès, Octavio, Colpaert, Cecile, Dedeurwaerdere, Franceska, Dessauvagie, Benjamin, Duwel, Valérie, Floris, Giuseppe, Fox, Stephen, Gerosa, Clara, Hastir, Delfyne, Jaffer, Shabnam, Kurpershoek, Eline, Lacroix-Triki, Magali, Laka, Andoni, Lambein, Kathleen, MacGrogan, Gaëtan Marie, Marchio, Caterina, Martinez, Maria-Dolores Martin, Nofech-Mozes, Sharon, Peeters, Dieter, Ravarino, Alberto, Reisenbichler, Emily, Resetkova, Erika, Sanati, Souzan, Schelfhout, Anne-Marie, Schelfhout, Vera, Shaaban, Abeer, Sinke, Renata, Stanciu-Pop, Claudia M, van Deurzen, Carolien HM, Van de Vijver, Koen K, Van Rompuy, Anne-Sophie, Vincent-Salomon, Anne, Wen, Hannah, Wong, Serena, Bouzin, Caroline, Galant, Christine
Publicado 2021