Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images

por Bokhorst, John-Melle, Nagtegaal, Iris D., Fraggetta, Filippo, Vatrano, Simona, Mesker, Wilma, Vieth, Michael, van der Laak, Jeroen, Ciompi, Francesco
Publicado 2023

Semi-Supervised Learning to Automate Tumor Bud Detection in Cytokeratin-Stained Whole-Slide Images of Colorectal Cancer

por Bokhorst, John-Melle, Nagtegaal, Iris D., Zlobec, Inti, Dawson, Heather, Sheahan, Kieran, Simmer, Femke, Kirsch, Richard, Vieth, Michael, Lugli, Alessandro, van der Laak, Jeroen, Ciompi, Francesco
Publicado 2023

Deep learning based tumor–stroma ratio scoring in colon cancer correlates with microscopic assessment

por Smit, Marloes A., Ciompi, Francesco, Bokhorst, John-Melle, van Pelt, Gabi W., Geessink, Oscar G.F., Putter, Hein, Tollenaar, Rob A.E.M., van Krieken, J. Han J.M., Mesker, Wilma E., van der Laak, Jeroen A.W.M.
Publicado 2023

Shrinkage versus fragmentation response in neoadjuvantly treated oesophageal adenocarcinoma: significant prognostic relevance

por Graham Martinez, Cristina, Kus Öztürk, Sonay, Al‐Kaabi, Ali, Valkema, Maria J, Bokhorst, John‐Melle, Rosman, Camiel, Rütten, Heidi, Wauters, Carla A P, Doukas, Michail, van Lanschot, Joseph Jan‐Baptist, Siersema, Peter D, Nagtegaal, Iris D, van der Post, Rachel Sofia
Publicado 2022

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

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

por Marini, Niccolò, Marchesin, Stefano, Otálora, Sebastian, Wodzinski, Marek, Caputo, Alessandro, van Rijthoven, Mart, Aswolinskiy, Witali, Bokhorst, John-Melle, Podareanu, Damian, Petters, Edyta, Boytcheva, Svetla, Buttafuoco, Genziana, Vatrano, Simona, Fraggetta, Filippo, van der Laak, Jeroen, Agosti, Maristella, Ciompi, Francesco, Silvello, Gianmaria, Muller, Henning, Atzori, Manfredo
Publicado 2022

Improving tumor budding reporting in colorectal cancer: a Delphi consensus study

por Haddad, Tariq Sami, Lugli, Alessandro, Aherne, Susan, Barresi, Valeria, Terris, Benoît, Bokhorst, John-Melle, Brockmoeller, Scarlet Fiona, Cuatrecasas, Miriam, Simmer, Femke, El-Zimaity, Hala, Fléjou, Jean-François, Gibbons, David, Cathomas, Gieri, Kirsch, Richard, Kuhlmann, Tine Plato, Langner, Cord, Loughrey, Maurice B., Riddell, Robert, Ristimäki, Ari, Kakar, Sanjay, Sheahan, Kieran, Treanor, Darren, van der Laak, Jeroen, Vieth, Michael, Zlobec, Inti, Nagtegaal, Iris D.
Publicado 2021