Abstract is missing.
- Expectations of Artificial Intelligence for PathologyPeter Regitnig, Heimo Müller, Andreas Holzinger. 1-15 [doi]
- Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin ImagesPhilipp Seegerer, Alexander Binder, René Saitenmacher, Michael Bockmayr, Maximilian Alber, Philipp Jurmeister, Frederick Klauschen, Klaus-Robert Müller. 16-37 [doi]
- Supporting the Donation of Health Records to Biobanks for Medical ResearchHorst Pichler, Johann Eder. 38-55 [doi]
- Survey of XAI in Digital PathologyMilda Poceviciute, Gabriel Eilertsen, Claes Lundström. 56-88 [doi]
- Sample Quality as Basic Prerequisite for Data Quality: A Quality Management System for BiobanksChristiane Hartfeldt, Verena Huth, Sabrina Schmitt, Bettina Meinung, Peter Schirmacher, Michael Kiehntopf, Cornelia Specht, Michael Hummel. 89-94 [doi]
- Black Box Nature of Deep Learning for Digital Pathology: Beyond Quantitative to Qualitative Algorithmic PerformancesYoichi Hayashi. 95-101 [doi]
- Towards a Better Understanding of the Workflows: Modeling Pathology Processes in View of Future AI IntegrationMichaela Kargl, Peter Regitnig, Heimo Müller, Andreas Holzinger. 102-117 [doi]
- OBDEX - Open Block Data Exchange SystemBjörn Lindequist, Norman Zerbe, Peter Hufnagl. 118-135 [doi]
- Image Processing and Machine Learning Techniques for Diabetic Retinopathy Detection: A ReviewSarni Suhaila Rahim, Vasile Palade, Andreas Holzinger. 136-154 [doi]
- Higher Education Teaching Material on Machine Learning in the Domain of Digital PathologyKlaus Strohmenger, Christian Herta, Oliver Fischer, Jonas Annuscheit, Peter Hufnagl. 155-174 [doi]
- Classification vs Deep Learning in Cancer Degree on Limited Histopathology DatasetsPedro Furtado 0001. 175-194 [doi]
- Biobanks and Biobank-Based Artificial Intelligence (AI) Implementation Through an International LensZisis Kozlakidis. 195-203 [doi]
- ™: An Explainable AI (xAI) Platform for Computational Pathology SolutionsAkif Burak Tosun, Filippo Pullara, Michael J. Becich, D. Lansing Taylor, S. Chakra Chennubhotla, Jeffrey L. Fine. 204-227 [doi]
- Extension of the Identity Management System Mainzelliste to Reduce Runtimes for Patient Registration in Large DatasetsNorman Zerbe, Christopher Hampf, Peter Hufnagl. 228-245 [doi]
- Digital Image Analysis in Pathology Using DNA Stain: Contributions in Cancer Diagnostics and Development of Prognostic and Theranostic BiomarkersSoufiane El Hallani, Calum MacAulay, Martial Guillaud. 246-263 [doi]
- Assessment and Comparison of Colour Fidelity of Whole Slide Imaging ScannersNorman Zerbe, Alexander Alekseychuk, Peter Hufnagl. 264-278 [doi]
- Deep Learning Methods for Mitosis Detection in Breast Cancer Histopathological Images: A Comprehensive ReviewNassima Dif, Zakaria Elberrichi. 279-306 [doi]
- Developments in AI and Machine Learning for NeuroimagingShane O'Sullivan, Fleur Jeanquartier, Claire Jean-Quartier, Andreas Holzinger, Dan Shiebler, Pradip Moon, Claudio Angione. 307-320 [doi]
- Fuzzy Image Processing and Deep Learning for Microaneurysms DetectionSarni Suhaila Rahim, Vasile Palade, Ibrahim Almakky, Andreas Holzinger. 321-339 [doi]