Deliverables 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 (6) DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities Author(s): Jiahui Geng; Neel Kanwal; Martin Gilje Jaatun; Chunming Rong Published in: Proceedings of EASE 2021: Evaluation and Assessment in Software Engineering, Issue June 21–23, 2021, 2021, Page(s) 329–335, ISBN 978-1-4503-9053-8 Publisher: ACM DOI: 10.1145/3463274.3463352 FAIR-Cells: an interactive tool for enabling the FAIRness of code fragments in Jupyter notebooks Author(s): Kruijer W., Wang Y., Koulouzis S., Li N., Bianchi R., Zhao Z. Published in: Proceedings of the International Conference of High-Performance Computing and Simulation (HPCS) (2020), 2021 Publisher: IEEE Optimized Federated Learning on Class-biased Distributed Data Sources Author(s): Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, and Oya Beyan Published in: Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2021), 2021 Publisher: Springer Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images Author(s): Kanwal, Neel; Amundsen, Roger; Hardardottir, Helga; Tomasetti, Luca; Undersrud, Erling Sandoy; Janssen, Emiel A. M.; Engan, Kjersti Published in: Proceedings of European Signal Processing Conference (EUSIPCO), Issue 31, 2023, ISBN 978-9-4645-9360-0 Publisher: European Association for Signal and Image Processing DOI: 10.23919/eusipco58844.2023.10290087 Decentralized workflow management on software defined infrastructures Author(s): Yuandou Wang; Zhiming Zhao Published in: Proceedings of 2020 IEEE World Congress on Services (SERVICES), Issue 18-23 Oct. 2020, 2020, ISBN 978-1-7281-8204-9 Publisher: IEEE DOI: 10.1109/services48979.2020.00059 Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection Author(s): Wu Y., Schmidt A., Hernández-Sánchez E., Molina R., Katsaggelos A.K. Published in: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021., 2021, ISBN 978-3-030-87195-6 Publisher: Springer Nature DOI: 10.1007/978-3-030-87196-3_54 Peer reviewed articles (9) Artificial intelligence in computational pathology – challenges and future directions Author(s): Sandra Morales; Kjersti Engan; Valery Naranjo Published in: Digital Signal Processing, Issue 103196, 2021, ISSN 1051-2004 Publisher: Academic Press DOI: 10.1016/j.dsp.2021.103196 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI Author(s): del Amor, Rocío; Launet, Laëtitia; Colomer, Adrián; Moscardó, Anaïs; Mosquera-Zamudio, Andrés; Monteagudo, Carlos; Naranjo, Valery Published in: Artificial Intelligence in Medicine, Issue Volume 121, November 2021, 102197, 2021, ISSN 0933-3657 Publisher: Elsevier BV DOI: 10.1016/j.artmed.2021.102197 A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation Author(s): Rocío del Amor; Adrián Colomer; Carlos Monteagudo; Valery Naranjo Published in: Neural Computing and Applications, 2021, ISSN 0941-0643 Publisher: Springer Verlag DOI: 10.1007/s00521-021-06357-0 Artificial intelligence in computational pathology – challenges and future directions Author(s): Sandra Morales; Kjersti Engan; Valery Naranjo Published in: Digital Signal Processing, Issue Volume 119, December 2021, 103196, 2021, ISSN 1051-2004 Publisher: Academic Press DOI: 10.1016/j.dsp.2021.103196 A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation Author(s): Rocío del Amor; Adrián Colomer; Carlos Monteagudo; Valery Naranjo Published in: Neural Computing and Applications, 2021, ISSN 0941-0643 Publisher: 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 Author(s): Neel Kanwal; Fernando Perez-Bueno; Arne Schmidt; Kjersti Engan; Rafael Molina Published in: IEEE Access, Issue volume: 10, 2022, Page(s) 58821 - 58844, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2022.3176091 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI Author(s): del Amor, Rocío; Launet, Laëtitia; Colomer, Adrián; Moscardó, Anaïs; Mosquera-Zamudio, Andrés; Monteagudo, Carlos; Naranjo, Valery Published in: Artificial Intelligence in Medicine, Issue 102197, 2021, ISSN 0933-3657 Publisher: Elsevier BV DOI: 10.1016/j.artmed.2021.102197 Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning Author(s): Arne Schmidt, Julio Silva-Rodríguez, Valery Naranjo, Rafael Molina Published in: IEEE Access, 2022, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2022.3143345 Artificial Intelligence in Digital Pathology for Bladder Cancer: Hype or Hope? A Systematic Review Author(s): 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 Published in: Cancers, Issue Volume 15, Issue 18, 2023, ISSN 2072-6694 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/cancers15184518 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
