Livrables Documents, reports (7) ESRs definition and advertisement Definition of the different ESRs profiles and advertisements Report on network‐wide training events_v2 Report including the network training events carried out in the period Metadata standardization strategy and database Collection of a substantial reference and anonymized data set of WSIs for a subset of cancer types and subsequent annotation with clinically relevant multidisciplinary information Description of metadata to be included as part of the reference dataset Description of metadata standardization strategy Report on network‐wide training events_v1 Report including the network training events carried out in the period CLARIFY repositories for open access Definition of CLARIFYs open access policies and procedures to store and preserve CLARIFYs data in selected repositories Recruitment completion List of the recruited ESRs WSI preprocessing and standardization protocol Description of WSI preprocessing algorithms and standardization protocol to be used Websites, patent fillings, videos etc. (1) CLARIFY Website Website of the ITN Publications Conference proceedings (23) Residual block Convolutional Auto Encoder in Content-Based Medical Image Retrieval Auteurs: Zahra Tabatabaei; Adrián Colomer; Kjersti Engan; Javier Oliver; Valery Naranjo Publié dans: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) proceedings, Numéro June 2022, 2023, ISBN 978-1-6654-7822-9 Éditeur: IEEE DOI: 10.1109/ivmsp54334.2022.9816325 DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities Auteurs: Jiahui Geng; Neel Kanwal; Martin Gilje Jaatun; Chunming Rong Publié dans: Proceedings of EASE 2021: Evaluation and Assessment in Software Engineering, Numéro June 21–23, 2021, 2021, Page(s) 329–335, ISBN 978-1-4503-9053-8 Éditeur: ACM DOI: 10.1145/3463274.3463352 A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis Auteurs: Laëtitia Launet; Adrián Colomer; Andrés Mosquera-Zamudio; Anaïs Moscardó; Carlos Monteagudo; Valery Naranjo Publié dans: 2022 IEEE International Conference on Image Processing (ICIP), Numéro October 2022, 2022, ISBN 978-1-6654-9620-9 Éditeur: IEEE DOI: 10.1109/icip46576.2022.9897274 Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis Auteurs: Laëtitia Launet, Rocío del Amor, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Zhiming Zhao & Valery Naranjo Publié dans: 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Numéro November 2022, 2022, ISBN 978-3-031-21752-4 Éditeur: Springer DOI: 10.1007/978-3-031-21753-1_7 Towards a Service-based Adaptable Data Layer for Cloud Workflows Auteurs: Yuandou Wang; Nikita Janse; Riccardo Bianchi; Spiros Koulouzis; Zhiming Zhao Publié dans: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) proceedings, Numéro June 2023, 2023, ISBN 979-8-3503-2697-0 Éditeur: IEEE DOI: 10.1109/compsac57700.2023.00121 CNSVRE: A Qery Reformulated Search System with ExplainableSummarization for Virtual Research Environment Auteurs: Na Li, Yangjun Zhang, Zhiming Zhao Publié dans: WWW '23 Companion: Companion Proceedings of the ACM Web Conference 2023 proceedings, Numéro April 2023, 2023, Page(s) 254–257, ISBN 978-1-4503-9419-2 Éditeur: Association for Computing Machinery DOI: 10.1145/3543873.3587360 A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks Auteurs: Na Li; Yangjun Zhang; Zhiming Zhao Publié dans: 2023 IEEE 19th International Conference on e-Science (e-Science) proceedings, Numéro October 2023, 2023, ISBN 979-8-3503-2223-1 Éditeur: IEEE DOI: 10.1109/e-science58273.2023.10254859 A Survey on Dataset Distillation: Approaches, Applications and Future Directions Auteurs: Jiahui Geng, Zongxiong Chen, Yuandou Wang, Herbert Woisetschlaeger, Sonja Schimmler, Ruben Mayer, Zhiming Zhao, Chunming Rong Publié dans: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI), Numéro August 2023, 2023, Page(s) 6610-6618, ISBN 978-1-956792-03-4 Éditeur: International Joint Conferences on Artificial Intelligence DOI: 10.24963/ijcai.2023/741 FAIR-Cells: an interactive tool for enabling the FAIRness of code fragments in Jupyter notebooks Auteurs: Kruijer W., Wang Y., Koulouzis S., Li N., Bianchi R., Zhao Z. Publié dans: Proceedings of the International Conference of High-Performance Computing and Simulation (HPCS) (2020), 2021 Éditeur: IEEE Context-Aware Notebook Search in a Jupyter-Based Virtual Research Environment Auteurs: Na Li; Siamak Farshidi; Riccardo Bianchi; Spiros Koulouzis; Zhiming Zhao Publié dans: 2022 IEEE 18th International Conference on e-Science (e-Science) proceedings, Numéro October 2022, 2022, ISBN 978-1-6654-6124-5 Éditeur: IEEE DOI: 10.1109/escience55777.2022.00054 Optimized Federated Learning on Class-biased Distributed Data Sources Auteurs: Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, and Oya Beyan Publié dans: Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2021), 2021 Éditeur: Springer Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images Auteurs: Kanwal, Neel; Amundsen, Roger; Hardardottir, Helga; Tomasetti, Luca; Undersrud, Erling Sandoy; Janssen, Emiel A. M.; Engan, Kjersti Publié dans: Proceedings of European Signal Processing Conference (EUSIPCO), Numéro 31, 2023, ISBN 978-9-4645-9360-0 Éditeur: European Association for Signal and Image Processing DOI: 10.23919/eusipco58844.2023.10290087 Decentralized workflow management on software defined infrastructures Auteurs: Yuandou Wang; Zhiming Zhao Publié dans: Proceedings of 2020 IEEE World Congress on Services (SERVICES), Numéro 18-23 Oct. 2020, 2020, ISBN 978-1-7281-8204-9 Éditeur: IEEE DOI: 10.1109/services48979.2020.00059 CWL-FLOps: A Novel Method for Federated Learning Operations at Scale Auteurs: Chronis Kontomaris; Yuandou Wang; Zhiming Zhao Publié dans: 2023 IEEE 19th International Conference on e-Science (e-Science) proceedings, Numéro October 2023, 2023, ISBN 979-8-3503-2223-1 Éditeur: IEEE DOI: 10.1109/e-science58273.2023.10254788 Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization Auteurs: Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo Publié dans: 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Numéro November 2022, 2022, ISBN 978-3-031-21752-4 Éditeur: Springer DOI: 10.1007/978-3-031-21753-1_47 pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints Auteurs: Mou, Y., Geng, J., Zhou, F., Beyan, O., Rong, C., Decker, S Publié dans: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023, Proceedings, Part II, Numéro May 2023, 2023, Page(s) 283-294, ISBN 978-3-031-33376-7 Éditeur: Springer DOI: 10.1007/978-3-031-33377-4_22 Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection Auteurs: Wu Y., Schmidt A., Hernández-Sánchez E., Molina R., Katsaggelos A.K. Publié dans: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021., 2021, ISBN 978-3-030-87195-6 Éditeur: Springer Nature DOI: 10.1007/978-3-030-87196-3_54 Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading Auteurs: Zahra Tabatabaei; Adrián Colomer; Kjersti Engan; Javier Oliver; Valery Naranjo Publié dans: 2023 31st European Signal Processing Conference (EUSIPCO) proceedings, Numéro November 2023, 2023, ISBN 978-9-4645-9360-0 Éditeur: IEEE DOI: 10.23919/eusipco58844.2023.10289741 Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data Auteurs: Rocio del Amor, Francisco Javier Curieses, Laetitia Launet, Adrian Colomer, Anaís Moscardo, Andres Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo Publié dans: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) proceedings, Numéro July 2022, 2022, ISBN 978-1-6654-7822-9 Éditeur: IEEE DOI: 10.1109/ivmsp54334.2022.9816260 Towards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images Auteurs: Yuandou Wang; Neel Kanwal; Kjersti Engan; Chunming Rong; Zhiming Zhao Publié dans: 2023 IEEE International Conference on Digital Health (ICDH), Numéro July 2023, 2023, ISBN 979-8-3503-4103-4 Éditeur: IEEE DOI: 10.1109/icdh60066.2023.00055 A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data Auteurs: del Amor, Rocío; Colomer, Adrián; Monteagudo, Carlos; Garzón, María José; García-Giménez, José Luis; Naranjo Ornedo, Valeriana Publié dans: Proceedings of the 2021 29th European Signal Processing Conference (EUSIPCO), Numéro pp. 1271-1275, 2021 Éditeur: IEEE DOI: 10.23919/eusipco54536.2021.9616137 Attention to Detail: Inter-Resolution Knowledge Distillation Auteurs: del Amor, Rocío; Silva-Rodríguez, Julio; Colomer, Adrián; Naranjo, Valery Publié dans: Proceedings of the 2023 31st European Signal Processing Conference (EUSIPCO), Numéro pp. 985-989, 2023 Éditeur: IEEE DOI: 10.23919/eusipco58844 Towards a Knowledge Graph Enhanced Automation and Collaboration Framework for Digital Twins Auteurs: Vasileios Christou; Yuandou Wang; Zhiming Zhao Publié dans: 2023 IEEE 19th International Conference on e-Science (e-Science) proceedings, Numéro October 2023, 2023, ISBN 979-8-3503-2223-1 Éditeur: IEEE DOI: 10.1109/e-science58273.2023.10254845 Peer reviewed articles (26) Constrained Multiple Instance Learning for Ulcerative Colitis Prediction Using Histological Images Auteurs: Rocío del Amor; Pablo Meseguer; Tommaso Lorenzo Parigi; Vincenzo Villanacci; Adrián Colomer; Laëtitia Launet; Alina Bazarova; Gian Eugenio Tontini; Raf Bisschops; Gert de Hertogh; Jose G. Ferraz; Martin Götz; Xianyong Gui; Bu’Hussain Hayee; Mark Lazarev; Remo Panaccione; Adolfo Parra-Blanco; Pradeep Bhandari; Luca Pastorelli; Timo Rath; Elin Synnøve Røyset; Michael Vieth; Davide Zardo; Enr Publié dans: Computer Methods and Programs in Biomedicine, Numéro Volume 224, September 2022, 107012, 2022, ISSN 0169-2607 Éditeur: Elsevier BV DOI: 10.1016/j.cmpb.2022.107012 Advancing Content-Based Histopathological Image Retrieval Pre-Processing: A Comparative Analysis of the Effects of Color Normalization Techniques Auteurs: Zahra Tabatabaei, Fernando Pérez Bueno, Adrián Colomer, Javier Oliver Moll, Rafael Molina, Valery Naranjo Publié dans: Applied Sciencies, Numéro Volume 14, Numéro 5, p2063 (Mar 2024), 2024, ISSN 2076-3417 Éditeur: MDPI DOI: 10.3390/app14052063 Whole-Exome Sequencing Reveals High Mutational Concordance between Primary and Matched Recurrent Triple-Negative Breast Cancers Auteurs: Kaur, J.; Chandrashekar, D.S.; Varga, Z.; Sobottka, B.; Janssen, E.; Gandhi, K.; Kowalski, J.; Kiraz, U.; Varambally, S.; Aneja, R. Publié dans: Genes, Numéro Volume 14, Numéro 9, p1690, 2023, ISSN 2073-4425 Éditeur: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/genes14091690 Notebook-as-a-VRE (NaaVRE): From private notebooks to acollaborative cloud virtual research environment Auteurs: Zhiming Zhao, Spiros Koulouzis, Riccardo Bianchi, Siamak Farshidi, Zeshun Shi, Ruyue Xin, Yuandou Wang, Na Li, Yifang Shi, Joris Timmermans, W. Daniel Kissling Publié dans: Software: Practice and Experience, Numéro Volume 52, Numéro 9, 2022, Page(s) Pages 1903-2044, ISSN 0038-0644 Éditeur: John Wiley & Sons Inc. DOI: 10.1002/spe.3098 Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization Auteurs: Claudio Fernandez-Martín, Julio Silva-Rodriguez, Umay Kiraz, Sandra Morales, Emiel A.M. Janssen, Valery Naranjo Publié dans: Computerized Medical Imaging and Graphics, Numéro Volume 112 (Mar 2024), 2024, ISSN 0895-6111 Éditeur: Elsevier BV DOI: 10.1016/j.compmedimag.2024.102328 Scaling Notebooks as Re-configurable Cloud Workflows Auteurs: Yuandou Wang, Spiros Koulouzis, Riccardo Bianchi, Na Li, Yifang Shi, Joris Timmermans, W. Daniel Kissling, Zhiming Zha Publié dans: Data Intelligence, Numéro Volume 4, Numéro 2, 2022, ISSN 2641-435X Éditeur: MIT Press Direct DOI: 10.1162/dint_a_00140 Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer Auteurs: David B Page, Glenn Broeckx, Chowdhury Arif Jahangir, Sara Verbandt, Rajarsi R Gupta, Jeppe Thagaard, Reena Khiroya, Zuzana Kos, Khalid Abduljabbar, Gabriela Acosta Haab, Balazs Acs, Guray Akturk, Jonas S Almeida, Isabel Alvarado-Cabrero, Farid Azmoudeh-Ardalan, Sunil Badve, Nurkhairul Bariyah Baharun, Enrique R Bellolio, Vydehi Bheemaraju, Kim RM Blenman, Luciana Botinelly Mendonça Fujimoto, Naj Publié dans: The Journal of Pathology, Numéro Volume 260, Numéro 5, 514-532 (Aug 2023), 2023, ISSN 0022-3417 Éditeur: John Wiley & Sons Inc. DOI: 10.1002/path.6165 Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach Auteurs: Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo Publié dans: IEEE Access, Numéro Volume 11, p143387-143401 (Dec 2023), 2023, ISSN 2169-3536 Éditeur: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2023.3343845 WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval Auteurs: Tabatabaei Z, Wang Y, Colomer A, Oliver Moll J, Zhao Z, Naranjo V Publié dans: Bioengineering, Numéro Volume 10, Numéro 10, 1144, 2023, ISSN 2306-5354 Éditeur: MDPI DOI: 10.3390/bioengineering10101144 Artificial intelligence in computational pathology – challenges and future directions Auteurs: Sandra Morales; Kjersti Engan; Valery Naranjo Publié dans: Digital Signal Processing, Numéro 103196, 2021, ISSN 1051-2004 Éditeur: Academic Press DOI: 10.1016/j.dsp.2021.103196 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI Auteurs: del Amor, Rocío; Launet, Laëtitia; Colomer, Adrián; Moscardó, Anaïs; Mosquera-Zamudio, Andrés; Monteagudo, Carlos; Naranjo, Valery Publié dans: Artificial Intelligence in Medicine, Numéro Volume 121, November 2021, 102197, 2021, ISSN 0933-3657 Éditeur: Elsevier BV DOI: 10.1016/j.artmed.2021.102197 A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation Auteurs: Rocío del Amor; Adrián Colomer; Carlos Monteagudo; Valery Naranjo Publié dans: Neural Computing and Applications, 2021, ISSN 0941-0643 Éditeur: Springer Verlag DOI: 10.1007/s00521-021-06357-0 Artificial intelligence in computational pathology – challenges and future directions Auteurs: Sandra Morales; Kjersti Engan; Valery Naranjo Publié dans: Digital Signal Processing, Numéro Volume 119, December 2021, 103196, 2021, ISSN 1051-2004 Éditeur: Academic Press DOI: 10.1016/j.dsp.2021.103196 Image-based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immuno-oncology Biomarker Working Group on Breast Cancer Auteurs: Chowdhury Arif Jahangir, David B Page, Glenn Broeckx, Claudia A Gonzalez, Caoimbhe Burke, Clodagh Murphy, Jorge S Reis-Filho, Amy Ly, Paul W Harms, Rajarsi R Gupta, Michael Vieth, Akira I Hida, Mohamed Kahila, Zuzana Kos, Paul J van Diest, Sara Verbandt, Jeppe Thagaard, Reena Khiroya, Khalid Abduljabbar, Gabriela Acosta Haab, Balazs Acs, Sylvia Adams, Jonas S Almeida, Isabel Alvarado-Cabrero, Fari Publié dans: The Journal of Pathology, Numéro Volume 262, Numéro 3, p271-288 (Mar 2024), 2024, ISSN 0022-3417 Éditeur: John Wiley & Sons Inc. DOI: 10.1002/path.6238 OpenIaC: open infrastructure as code - the network is my computer Auteurs: Chunming Rong, Jiahui Geng, Thomas J. Hacker, Haakon Bryhni and Martin G. Jaatun Publié dans: Journal of Cloud Computing, Numéro 11, Article number 12 (May 2022), 2022, ISSN 2193-1801 Éditeur: Springer Science and Business Media Deutschland GmbH DOI: 10.1186/s13677-022-00285-7 A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation Auteurs: Rocío del Amor; Adrián Colomer; Carlos Monteagudo; Valery Naranjo Publié dans: Neural Computing and Applications, 2021, ISSN 0941-0643 Éditeur: Springer Verlag DOI: 10.1007/s00521-021-06357-0 The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review Auteurs: Neel Kanwal; Fernando Perez-Bueno; Arne Schmidt; Kjersti Engan; Rafael Molina Publié dans: IEEE Access, Numéro volume: 10, 2022, Page(s) 58821 - 58844, ISSN 2169-3536 Éditeur: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2022.3176091 Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review Auteurs: Mosquera-Zamudio, Andrés, Laëtitia Launet, Zahra Tabatabaei, Rafael Parra-Medina, Adrián Colomer, Javier Oliver Moll, Carlos Monteagudo, Emiel Janssen, and Valery Naranjo Publié dans: Cancers, Numéro Number 15 Volume 1 p42, 2023, ISSN 2072-6694 Éditeur: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/cancers15010042 Federating Medical Deep Learning Models from Private Jupyter Notebooks to Distributed Institutions Auteurs: Launet, Laëtitia, Yuandou Wang, Adrián Colomer, Jorge Igual, Cristian Pulgarín-Ospina, Spiros Koulouzis, Riccardo Bianchi, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo, Zhiming Zhao Publié dans: Applied Sciences, Numéro Volume 13, Numéro 2, p919 - January 2023, 2023, ISSN 2076-3417 Éditeur: MDPI AG DOI: 10.3390/app13020919 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI Auteurs: del Amor, Rocío; Launet, Laëtitia; Colomer, Adrián; Moscardó, Anaïs; Mosquera-Zamudio, Andrés; Monteagudo, Carlos; Naranjo, Valery Publié dans: Artificial Intelligence in Medicine, Numéro 102197, 2021, ISSN 0933-3657 Éditeur: Elsevier BV DOI: 10.1016/j.artmed.2021.102197 A novel self-learning framework for bladder cancer grading using histopathological images Auteurs: García-Pardo, José Gabriel; Esteve, Anna; Colomer, Adrián; Ramos, David; Naranjo Ornedo, Valeriana Publié dans: Computers in Biology and Medicine, Numéro Volume 138, November 2021, 104932, 2021, ISSN 0010-4825 Éditeur: Pergamon Press Ltd. DOI: 10.1016/j.compbiomed.2021.104932 A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models Auteurs: Andrés Mosquera-Zamudio, Laëtitia Launet, Rocío del Amor, Anaïs Moscardó, Adrián Colomer, Valery Naranjo, Carlos Monteagudo Publié dans: Scientific Data, Numéro 10, Article number 704 (Oct 2023), 2023, ISSN 2052-4463 Éditeur: Nature Research DOI: 10.1038/s41597-023-02585-2 Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning Auteurs: Arne Schmidt, Julio Silva-Rodríguez, Valery Naranjo, Rafael Molina Publié dans: IEEE Access, 2022, ISSN 2169-3536 Éditeur: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2022.3143345 Focused active learning for histopathological image classification Auteurs: Arne Schmidt, Pablo Morales-Álvarez, Lee AD Cooper, Lee A. Newberg, Andinet Enquobahrie, Rafael Molina, Aggelos K. Katsaggelos Publié dans: Medical Image Analysis, Numéro Volume 95 (July 2024), 2024, ISSN 1361-8415 Éditeur: Elsevier BV DOI: 10.1016/j.media.2024.103162 Artificial Intelligence in Digital Pathology for Bladder Cancer: Hype or Hope? A Systematic Review Auteurs: Farbod Khoraminia,Saul Fuster, Neel Kanwal, Mitchell Olislagers,Kjersti Engan,Geert J. L. H. van Leenders, Andrew P. Stubbs, Farhan Akram, Tahlita C. M. Zuiverloon Publié dans: Cancers, Numéro Volume 15, Numéro 18, 2023, ISSN 2072-6694 Éditeur: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/cancers15184518 Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer Auteurs: Jeppe Thagaard, Glenn Broeckx, David B Page, Chowdhury Arif Jahangir, Sara Verbandt, Zuzana Kos, Rajarsi Gupta, Reena Khiroya, Khalid Abduljabbar, Gabriela Acosta Haab, Balazs Acs, Guray Akturk, Jonas S Almeida, Isabel Alvarado-Cabrero, Mohamed Amgad, Farid Azmoudeh-Ardalan, Sunil Badve, Nurkhairul Bariyah Baharun, Eva Balslev, Enrique R Bellolio, Vydehi Bheemaraju, Kim RM Blenman, Luciana Botinel Publié dans: The Journal of Pathology, Numéro Volume 260, Numéro 5, 498-513 (Aug 2023), 2023, ISSN 0022-3417 Éditeur: John Wiley & Sons Inc. DOI: 10.1002/path.6155 Recherche de données OpenAIRE... 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