A Decade of GigaScience: The Challenges of Gigapixel Pathology Images

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

Program death ligand‐1 immunocytochemistry in lung cancer cytological samples: A systematic review

por Satturwar, Swati, Girolami, Ilaria, Munari, Enrico, Ciompi, Francesco, Eccher, Albino, Pantanowitz, Liron
Publicado 2022

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

Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study

por Chung, Kaman, Ciompi, Francesco, Scholten, Ernst T., Goo, Jin Mo, Prokop, Mathias, Jacobs, Colin, van Ginneken, Bram, Schaefer-Prokop, Cornelia M.
Publicado 2018

Automatic segmentation of the solid core and enclosed vessels in subsolid pulmonary nodules

por Charbonnier, Jean-Paul, Chung, Kaman, Scholten, Ernst T., van Rikxoort, Eva M., Jacobs, Colin, Sverzellati, Nicola, Silva, Mario, Pastorino, Ugo, van Ginneken, Bram, Ciompi, Francesco
Publicado 2018

PD-1/PD-L1 in Cancer: Pathophysiological, Diagnostic and Therapeutic Aspects

por Munari, Enrico, Mariotti, Francesca R., Quatrini, Linda, Bertoglio, Pietro, Tumino, Nicola, Vacca, Paola, Eccher, Albino, Ciompi, Francesco, Brunelli, Matteo, Martignoni, Guido, Bogina, Giuseppe, Moretta, Lorenzo
Publicado 2021

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

Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines

por van Riel, Sarah J., Ciompi, Francesco, Jacobs, Colin, Winkler Wille, Mathilde M., Scholten, Ernst Th., Naqibullah, Matiullah, Lam, Stephen, Prokop, Mathias, Schaefer-Prokop, Cornelia, van Ginneken, Bram
Publicado 2017

Modelling digital health data: The ExaMode ontology for computational pathology

por Menotti, Laura, Silvello, Gianmaria, Atzori, Manfredo, Boytcheva, Svetla, Ciompi, Francesco, Di Nunzio, Giorgio Maria, Fraggetta, Filippo, Giachelle, Fabio, Irrera, Ornella, Marchesin, Stefano, Marini, Niccolò, Müller, Henning, Primov, Todor
Publicado 2023

Empowering digital pathology applications through explainable knowledge extraction tools

por Marchesin, Stefano, Giachelle, Fabio, Marini, Niccolò, Atzori, Manfredo, Boytcheva, Svetla, Buttafuoco, Genziana, Ciompi, Francesco, Di Nunzio, Giorgio Maria, Fraggetta, Filippo, Irrera, Ornella, Müller, Henning, Primov, Todor, Vatrano, Simona, Silvello, Gianmaria
Publicado 2022

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

Towards automatic pulmonary nodule management in lung cancer screening with deep learning

por Ciompi, Francesco, Chung, Kaman, van Riel, Sarah J., Setio, Arnaud Arindra Adiyoso, Gerke, Paul K., Jacobs, Colin, Th. Scholten, Ernst, Schaefer-Prokop, Cornelia, Wille, Mathilde M. W., Marchianò, Alfonso, Pastorino, Ugo, Prokop, Mathias, van Ginneken, Bram
Publicado 2017

Impact of PD-L1 and PD-1 Expression on the Prognostic Significance of CD8(+) Tumor-Infiltrating Lymphocytes in Non-Small Cell Lung Cancer

por Munari, Enrico, Marconi, Marcella, Querzoli, Giulia, Lunardi, Gianluigi, Bertoglio, Pietro, Ciompi, Francesco, Tosadori, Alice, Eccher, Albino, Tumino, Nicola, Quatrini, Linda, Vacca, Paola, Rossi, Giulio, Cavazza, Alberto, Martignoni, Guido, Brunelli, Matteo, Netto, George J., Moretta, Lorenzo, Zamboni, Giuseppe, Bogina, Giuseppe
Publicado 2021

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

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

Comparison of three validated PD-L1 immunohistochemical assays in urothelial carcinoma of the bladder: interchangeability and issues related to patient selection

por Munari, Enrico, Querzoli, Giulia, Brunelli, Matteo, Marconi, Marcella, Sommaggio, Marco, Cocchi, Marco A., Martignoni, Guido, Netto, George J., Caliò, Anna, Quatrini, Linda, Mariotti, Francesca R., Luchini, Claudio, Girolami, Ilaria, Eccher, Albino, Segala, Diego, Ciompi, Francesco, Zamboni, Giuseppe, Moretta, Lorenzo, Bogina, Giuseppe
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

Malignancy risk estimation of pulmonary nodules in screening CTs: Comparison between a computer model and human observers

por van Riel, Sarah J., Ciompi, Francesco, Winkler Wille, Mathilde M., Dirksen, Asger, Lam, Stephen, Scholten, Ernst Th., Rossi, Santiago E., Sverzellati, Nicola, Naqibullah, Matiullah, Wittenberg, Rianne, Hovinga-de Boer, Marieke C., Snoeren, Miranda, Peters-Bax, Liesbeth, Mets, Onno, Brink, Monique, Prokop, Mathias, Schaefer-Prokop, Cornelia, van Ginneken, Bram
Publicado 2017

Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group

por Amgad, Mohamed, Stovgaard, Elisabeth Specht, Balslev, Eva, Thagaard, Jeppe, Chen, Weijie, Dudgeon, Sarah, Sharma, Ashish, Kerner, Jennifer K., Denkert, Carsten, Yuan, Yinyin, AbdulJabbar, Khalid, Wienert, Stephan, Savas, Peter, Voorwerk, Leonie, Beck, Andrew H., Madabhushi, Anant, Hartman, Johan, Sebastian, Manu M., Horlings, Hugo M., Hudeček, Jan, Ciompi, Francesco, Moore, David A., Singh, Rajendra, Roblin, Elvire, Balancin, Marcelo Luiz, Mathieu, Marie-Christine, Lennerz, Jochen K., Kirtani, Pawan, Chen, I-Chun, Braybrooke, Jeremy P., Pruneri, Giancarlo, Demaria, Sandra, Adams, Sylvia, Schnitt, Stuart J., Lakhani, Sunil R., Rojo, Federico, Comerma, Laura, Badve, Sunil S., Khojasteh, Mehrnoush, Symmans, W. Fraser, Sotiriou, Christos, Gonzalez-Ericsson, Paula, Pogue-Geile, Katherine L., Kim, Rim S., Rimm, David L., Viale, Giuseppe, Hewitt, Stephen M., Bartlett, John M. S., Penault-Llorca, Frédérique, Goel, Shom, Lien, Huang-Chun, Loibl, Sibylle, Kos, Zuzana, Loi, Sherene, Hanna, Matthew G., Michiels, Stefan, Kok, Marleen, Nielsen, Torsten O., Lazar, Alexander J., Bago-Horvath, Zsuzsanna, Kooreman, Loes F. S., van der Laak, Jeroen A. W. M., Saltz, Joel, Gallas, Brandon D., Kurkure, Uday, Barnes, Michael, Salgado, Roberto, Cooper, Lee A. D.
Publicado 2020