Ensemble-based deep learning improves detection of invasive breast cancer in routine histopathology images by Leslie Solorzano, Stephanie Robertson, Balazs Acs, Johan Hartman, Mattias Rantalainen

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Independent Clinical Validation of the Automated Ki67 Scoring Guideline from the International Ki67 in Breast Cancer Working Group by Ceren Boyaci, Wenwen Sun, Stephanie Robertson, Balazs Acs, Johan Hartman

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PIK3CA mutations in endocrine-resistant breast cancer by Caroline Schagerholm, Stephanie Robertson, Hosein Toosi, Emmanouil G. Sifakis, Johan Hartman

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Real-world overall survival and characteristics of patients with ER-zero and ER-low HER2-negative breast cancer treated as triple-negative breast cancer: a Swedish population-based... by Balazs Acs, Johan Hartman, Demet Sönmez, Henrik Lindman, Anna L.V. Johansson, Irma Fredriksson

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Development and characterization of a recombinant silk network for 3D culture of immortalized and fresh tumor‐derived breast cancer cells by Caterina Collodet, Kelly Blust, Savvini Gkouma, Emmy Ståhl, Xinsong Chen, Johan Hartman, My Hedhammar

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Inferring clonal somatic mutations directed by X chromosome inactivation status in single cells by Ilke Demirci, Anton J. M. Larsson, Xinsong Chen, Johan Hartman, Rickard Sandberg, Jonas Frisén

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Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer by Abhinav Sharma, Philippe Weitz, Yinxi Wang, Bojing Liu, Johan Vallon-Christersson, Johan Hartman, Mattias Rantalainen

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Deep learning-based risk stratification of preoperative breast biopsies using digital whole slide images by Constance Boissin, Yinxi Wang, Abhinav Sharma, Philippe Weitz, Emelie Karlsson, Stephanie Robertson, Johan Hartman, Mattias Rantalainen

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Validation of an AI-based solution for breast cancer risk stratification using routine digital histopathology images by Abhinav Sharma, Sandy Kang Lövgren, Kajsa Ledesma Eriksson, Yinxi Wang, Stephanie Robertson, Johan Hartman, Mattias Rantalainen

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Comparison of SP142 and 22C3 PD-L1 assays in a population-based cohort of triple-negative breast cancer patients in the context of their clinically established scoring algorithms by Gudbjörg Sigurjonsdottir, Tommaso De Marchi, Anna Ehinger, Johan Hartman, Ana Bosch, Johan Staaf, Fredrika Killander, Emma Niméus

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Systematic review and feasibility study on pre-analytical factors and genomic analyses on archival formalin-fixed paraffin-embedded breast cancer tissue by Dimitrios Salgkamis, Emmanouil G. Sifakis, Susanne Agartz, Valtteri Wirta, Johan Hartman, Jonas Bergh, Theodoros Foukakis, Alexios Matikas, Ioannis Zerdes

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The analytical and clinical validity of AI algorithms to score TILs in TNBC: can we use different machine learning models interchangeably?Research in context by Joan Martínez Vidal, Nikos Tsiknakis, Johan Staaf, Ana Bosch, Anna Ehinger, Emma Nimeus, Roberto Salgado, Yalai Bai, David L. Rimm, Johan Hartman, Balazs Acs

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Prognostic impact of HER2 biomarker levels in trastuzumab-treated early HER2-positive breast cancer by Caroline Rönnlund, Emmanouil G. Sifakis, Caroline Schagerholm, Qiao Yang, Emelie Karlsson, Xinsong Chen, Theodoros Foukakis, Jodi Weidler, Michael Bates, Irma Fredriksson, Stephanie Robertson, Johan Hartman

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Reconstructing clonal tree for phylo-phenotypic characterization of cancer using single-cell transcriptomics by Seong-Hwan Jun, Hosein Toosi, Jeff Mold, Camilla Engblom, Xinsong Chen, Ciara O’Flanagan, Michael Hagemann-Jensen, Rickard Sandberg, Samuel Aparicio, Johan Hartman, Andrew Roth, Jens Lagergren

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A phenotypic screening approach to target p60AmotL2-expressing invasive cancer cells by Pedro Fonseca, Weiyingqi Cui, Nona Struyf, Le Tong, Ayushi Chaurasiya, Felipe Casagrande, Honglei Zhao, Dinura Fernando, Xinsong Chen, Nicholas P. Tobin, Brinton Seashore-Ludlow, Andreas Lundqvist, Johan Hartman, Anita Göndör, Päivi Östling, Lars Holmgren

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Interplay between copy number alterations and immune profiles in the early breast cancer Scandinavian Breast Group 2004-1 randomized phase II trial: results from a feasibility stud... by Ioannis Zerdes, Michele Simonetti, Alexios Matikas, Luuk Harbers, Balazs Acs, Ceren Boyaci, Ning Zhang, Dimitrios Salgkamis, Susanne Agartz, Pablo Moreno-Ruiz, Yalai Bai, David L. Rimm, Johan Hartman, Artur Mezheyeuski, Jonas Bergh, Nicola Crosetto, Theodoros Foukakis

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Integrative spatial and genomic analysis of tumor heterogeneity with Tumoroscope by Shadi Shafighi, Agnieszka Geras, Barbara Jurzysta, Alireza Sahaf Naeini, Igor Filipiuk, Alicja Ra̧czkowska, Hosein Toosi, Łukasz Koperski, Kim Thrane, Camilla Engblom, Jeff E. Mold, Xinsong Chen, Johan Hartman, Dominika Nowis, Alessandra Carbone, Jens Lagergren, Ewa Szczurek

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VEGF-C-expressing TAMs rewire the metastatic fate of breast cancer cells by Kaveri Banerjee, Thomas Kerzel, Tove Bekkhus, Sabrina de Souza Ferreira, Tatjana Wallmann, Majken Wallerius, Laura-Sophie Landwehr, Dennis Alexander Agardy, Nele Schauer, Anna Malmerfeldt, Jonas Bergh, Margarita Bartish, Johan Hartman, Arne Östman, Mario Leonardo Squadrito, Charlotte Rolny

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A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics by Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen

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A2B adenosine receptor antagonists rescue lymphocyte activity in adenosine-producing patient-derived cancer models by Andreas Lundqvist, Felix Haglund, Johan Hartman, Björn Önfelt, Apple Hui Min Tay, Rubén Prieto-Díaz, Shiyong Neo, Le Tong, Xinsong Chen, Valentina Carannante, Maria Majellaro, Jhonny Azuaje, Xerardo Garcia-Mera, Jose M Brea, Maria I Loza, Willem Jespers, Hugo Gutierrez-de-Teran, Eddy Sotelo

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