Deep Semi Supervised Generative Learning for Automated Tumor Proportion Scoring on NSCLC Tissue Needle Biopsies
Kapil, Ansh, Meier, Armin, Zuraw, Aleksandra, Steele, Keith E, Rebelatto, Marlon C, Schmidt, Günter, Brieu, Nicolas
Published in Scientific reports (26.11.2018)
Published in Scientific reports (26.11.2018)
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Journal Article
Automated tumour budding quantification by machine learning augments TNM staging in muscle-invasive bladder cancer prognosis
Brieu, Nicolas, Gavriel, Christos G, Nearchou, Ines P, Harrison, David J, Schmidt, Günter, Caie, Peter D
Published in Scientific reports (26.03.2019)
Published in Scientific reports (26.03.2019)
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Journal Article
Automatic discovery of image-based signatures for ipilimumab response prediction in malignant melanoma
Harder, Nathalie, Schönmeyer, Ralf, Nekolla, Katharina, Meier, Armin, Brieu, Nicolas, Vanegas, Carolina, Madonna, Gabriele, Capone, Mariaelena, Botti, Gerardo, Ascierto, Paolo A, Schmidt, Günter
Published in Scientific reports (15.05.2019)
Published in Scientific reports (15.05.2019)
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Journal Article
HER2 quantitative continuous scoring for accurate patient selection in HER2 negative trastuzumab deruxtecan treated breast cancer
Kapil, Ansh, Spitzmüller, Andreas, Brieu, Nicolas, Haneder, Susanne, Shumilov, Anatoliy, Meier, Armin, Cecchi, Fabiola, Barkell, Alice, Harder, Nathalie, Mittermaier, Katrin, Hidalgo-Sastre, Ana, Alleze, Regina, Schick, Markus, Schmidt, Günter, Sade, Hadassah, Tsuchihashi, Zenta, Suto, Fumitaka, Gustavson, Mark, Barrett, J Carl, Carroll, Danielle
Published in Scientific reports (27.05.2024)
Published in Scientific reports (27.05.2024)
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Journal Article
Graph-based description of tertiary lymphoid organs at single-cell level
Schaadt, Nadine S, Schönmeyer, Ralf, Forestier, Germain, Brieu, Nicolas, Braubach, Peter, Nekolla, Katharina, Meyer-Hermann, Michael, Feuerhake, Friedrich
Published in PLoS computational biology (21.02.2020)
Published in PLoS computational biology (21.02.2020)
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Journal Article
Assessment of Immunological Features in Muscle-Invasive Bladder Cancer Prognosis Using Ensemble Learning
Gavriel, Christos G, Dimitriou, Neofytos, Brieu, Nicolas, Nearchou, Ines P, Arandjelović, Ognjen, Schmidt, Günter, Harrison, David J, Caie, Peter D
Published in Cancers (01.04.2021)
Published in Cancers (01.04.2021)
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Journal Article
1505 Spatial profiling of the SCLC tumor microenvironment defined by high MHC-I expression reveals association with functionally relevant antigen presentation
Vuko, Miljenka, Segerer, Felix, Xie, Mingchao, Gavaldon, Monica Azqueta, Spitzmüller, Andreas, Hessel, Harald, Andoni, Alma, Testori, Marco, Surace, Michael, Heininen-Brown, Mari, Canales, Jaime Rodriguez, Saran, Shashank, Angell, Helen, Schmidt, Guenter, Brieu, Nicolas, Sade, Hadassah, Carl Barrett, J, Schick, Markus, Fabbri, Giulia
Published in Journal for immunotherapy of cancer (01.11.2023)
Published in Journal for immunotherapy of cancer (01.11.2023)
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Journal Article
Domain Adaptation-Based Deep Learning for Automated Tumor Cell (TC) Scoring and Survival Analysis on PD-L1 Stained Tissue Images
Kapil, Ansh, Meier, Armin, Steele, Keith, Rebelatto, Marlon, Nekolla, Katharina, Haragan, Alexander, Silva, Abraham, Zuraw, Aleksandra, Barker, Craig, Scott, Marietta L., Wiestler, Tobias, Lanzmich, Simon, Schmidt, Gunter, Brieu, Nicolas
Published in IEEE transactions on medical imaging (01.09.2021)
Published in IEEE transactions on medical imaging (01.09.2021)
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Journal Article
Tissue Phenomics for prognostic biomarker discovery in low- and intermediate-risk prostate cancer
Harder, Nathalie, Athelogou, Maria, Hessel, Harald, Brieu, Nicolas, Yigitsoy, Mehmet, Zimmermann, Johannes, Baatz, Martin, Buchner, Alexander, Stief, Christian G, Kirchner, Thomas, Binnig, Gerd, Schmidt, Günter, Huss, Ralf
Published in Scientific reports (13.03.2018)
Published in Scientific reports (13.03.2018)
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Journal Article
579 Novel digital image approach of multiplex immunofluorescence based PD-L1 expression enables the stratification of advanced NSCLC patients treated with durvalumab
Brieu, Nicolas, Segerer, Felix, Hessel, Harald, Gupta, Ashok, Achour, Ikbel, Schmidt, Guenter
Published in Journal for immunotherapy of cancer (01.11.2022)
Published in Journal for immunotherapy of cancer (01.11.2022)
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Journal Article
항-B7H4 항체-약물 접합체 요법에 대한 점수산정 방법
SCHMIDT GUENTER, TAN TZE HENG, BRIEU NICOLAS, KAPIL ANSH, WORTMANN PHILIPP, SPITZMUELLER ANDREAS
Year of Publication 12.05.2023
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Year of Publication 12.05.2023
Patent
In-silico insights on the prognostic potential of immune cell infiltration patterns in the breast lobular epithelium
Alfonso, J C L, Schaadt, N S, Schönmeyer, R, Brieu, N, Forestier, G, Wemmert, C, Feuerhake, F, Hatzikirou, H
Published in Scientific reports (23.09.2016)
Published in Scientific reports (23.09.2016)
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Journal Article
Abstract 5388: A unified computational pathology method to quantify HER2 expression from raw IHC and IF images in breast cancer
Brieu, Nicolas, Drago, Joshua Z., Kapil, Ansh, Hassan, Zonera, Shumilov, Anatoliy, Myers, Claire, Derakhshan, Fatemeh, Pareja, Fresia, Ratzon, Fanni, Ross, Dana, Reis-Filho, Jorge, Padel, Thomas, Spitzmuller, Andreas, Sachs, Christian C., Fegerer, Felix, Khelifa, Sihem, Barrett, J. Carl, Schmidt, Günter, Sade, Hadassah, Gustavson, Mark, Chandarlapaty, Sarat
Published in Cancer research (Chicago, Ill.) (04.04.2023)
Published in Cancer research (Chicago, Ill.) (04.04.2023)
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Journal Article
Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images
Brieu, Nicolas, Triltsch, Nicolas, Wortmann, Philipp, Winter, Dominik, Saran, Shashank, Rebelatto, Marlon, Schmidt, Günter
Published in arXiv.org (12.03.2024)
Published in arXiv.org (12.03.2024)
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Journal Article
ReStainGAN: Leveraging IHC to IF Stain Domain Translation for in-silico Data Generation
Winter, Dominik, Triltsch, Nicolas, Plewa, Philipp, Rosati, Marco, Padel, Thomas, Hill, Ross, Schick, Markus, Brieu, Nicolas
Published in arXiv.org (11.03.2024)
Published in arXiv.org (11.03.2024)
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