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@incollection{DBLP:series/lncs/000120j,
  author       = {Pedro Furtado},
  title        = {Classification vs Deep Learning in Cancer Degree on Limited Histopathology
                  Datasets},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {175--194},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_11},
  doi          = {10.1007/978-3-030-50402-1\_11},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/000120j.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/DifE20,
  author       = {Nassima Dif and
                  Zakaria Elberrichi},
  title        = {Deep Learning Methods for Mitosis Detection in Breast Cancer Histopathological
                  Images: {A} Comprehensive Review},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {279--306},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_17},
  doi          = {10.1007/978-3-030-50402-1\_17},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/DifE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/HallaniMG20,
  author       = {Soufiane El Hallani and
                  Calum MacAulay and
                  Martial Guillaud},
  title        = {Digital Image Analysis in Pathology Using {DNA} Stain: Contributions
                  in Cancer Diagnostics and Development of Prognostic and Theranostic
                  Biomarkers},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {246--263},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_15},
  doi          = {10.1007/978-3-030-50402-1\_15},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/HallaniMG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/HartfeldtHSMSKSH20,
  author       = {Christiane Hartfeldt and
                  Verena Huth and
                  Sabrina Schmitt and
                  Bettina Meinung and
                  Peter Schirmacher and
                  Michael Kiehntopf and
                  Cornelia Specht and
                  Michael Hummel},
  title        = {Sample Quality as Basic Prerequisite for Data Quality: {A} Quality
                  Management System for Biobanks},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {89--94},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_5},
  doi          = {10.1007/978-3-030-50402-1\_5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/HartfeldtHSMSKSH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/Hayashi20,
  author       = {Yoichi Hayashi},
  title        = {Black Box Nature of Deep Learning for Digital Pathology: Beyond Quantitative
                  to Qualitative Algorithmic Performances},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {95--101},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_6},
  doi          = {10.1007/978-3-030-50402-1\_6},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/Hayashi20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/KarglRMH20,
  author       = {Michaela Kargl and
                  Peter Regitnig and
                  Heimo M{\"{u}}ller and
                  Andreas Holzinger},
  title        = {Towards a Better Understanding of the Workflows: Modeling Pathology
                  Processes in View of Future {AI} Integration},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {102--117},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_7},
  doi          = {10.1007/978-3-030-50402-1\_7},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/KarglRMH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/Kozlakidis20,
  author       = {Zisis Kozlakidis},
  title        = {Biobanks and Biobank-Based Artificial Intelligence {(AI)} Implementation
                  Through an International Lens},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {195--203},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_12},
  doi          = {10.1007/978-3-030-50402-1\_12},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/Kozlakidis20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/LindequistZH20,
  author       = {Bj{\"{o}}rn Lindequist and
                  Norman Zerbe and
                  Peter Hufnagl},
  title        = {{OBDEX} - Open Block Data Exchange System},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {118--135},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_8},
  doi          = {10.1007/978-3-030-50402-1\_8},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/LindequistZH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/OSullivanJJHSMA20,
  author       = {Shane O'Sullivan and
                  Fleur Jeanquartier and
                  Claire Jean{-}Quartier and
                  Andreas Holzinger and
                  Dan Shiebler and
                  Pradip Moon and
                  Claudio Angione},
  title        = {Developments in {AI} and Machine Learning for Neuroimaging},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {307--320},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_18},
  doi          = {10.1007/978-3-030-50402-1\_18},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/OSullivanJJHSMA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/PichlerE20,
  author       = {Horst Pichler and
                  Johann Eder},
  title        = {Supporting the Donation of Health Records to Biobanks for Medical
                  Research},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {38--55},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_3},
  doi          = {10.1007/978-3-030-50402-1\_3},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/PichlerE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/PoceviciuteEL20,
  author       = {Milda Poceviciute and
                  Gabriel Eilertsen and
                  Claes Lundstr{\"{o}}m},
  title        = {Survey of {XAI} in Digital Pathology},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {56--88},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_4},
  doi          = {10.1007/978-3-030-50402-1\_4},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/PoceviciuteEL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/RahimPAH20,
  author       = {Sarni Suhaila Rahim and
                  Vasile Palade and
                  Ibrahim Almakky and
                  Andreas Holzinger},
  title        = {Fuzzy Image Processing and Deep Learning for Microaneurysms Detection},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {321--339},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_19},
  doi          = {10.1007/978-3-030-50402-1\_19},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/RahimPAH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/RahimPH20,
  author       = {Sarni Suhaila Rahim and
                  Vasile Palade and
                  Andreas Holzinger},
  title        = {Image Processing and Machine Learning Techniques for Diabetic Retinopathy
                  Detection: {A} Review},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {136--154},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_9},
  doi          = {10.1007/978-3-030-50402-1\_9},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/RahimPH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/RegitnigMH20,
  author       = {Peter Regitnig and
                  Heimo M{\"{u}}ller and
                  Andreas Holzinger},
  title        = {Expectations of Artificial Intelligence for Pathology},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {1--15},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_1},
  doi          = {10.1007/978-3-030-50402-1\_1},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/RegitnigMH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/SeegererBSBAJKM20,
  author       = {Philipp Seegerer and
                  Alexander Binder and
                  Ren{\'{e}} Saitenmacher and
                  Michael Bockmayr and
                  Maximilian Alber and
                  Philipp Jurmeister and
                  Frederick Klauschen and
                  Klaus{-}Robert M{\"{u}}ller},
  title        = {Interpretable Deep Neural Network to Predict Estrogen Receptor Status
                  from Haematoxylin-Eosin Images},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {16--37},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_2},
  doi          = {10.1007/978-3-030-50402-1\_2},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/SeegererBSBAJKM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/StrohmengerHFAH20,
  author       = {Klaus Strohmenger and
                  Christian Herta and
                  Oliver Fischer and
                  Jonas Annuscheit and
                  Peter Hufnagl},
  title        = {Higher Education Teaching Material on Machine Learning in the Domain
                  of Digital Pathology},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {155--174},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_10},
  doi          = {10.1007/978-3-030-50402-1\_10},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/StrohmengerHFAH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/TosunPBTCF20,
  author       = {Akif Burak Tosun and
                  Filippo Pullara and
                  Michael J. Becich and
                  D. Lansing Taylor and
                  S. Chakra Chennubhotla and
                  Jeffrey L. Fine},
  title        = {HistoMapr\({}^{\mbox{{\texttrademark}}}\): An Explainable {AI} (xAI)
                  Platform for Computational Pathology Solutions},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {204--227},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_13},
  doi          = {10.1007/978-3-030-50402-1\_13},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/TosunPBTCF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/ZerbeAH20,
  author       = {Norman Zerbe and
                  Alexander Alekseychuk and
                  Peter Hufnagl},
  title        = {Assessment and Comparison of Colour Fidelity of Whole Slide Imaging
                  Scanners},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {264--278},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_16},
  doi          = {10.1007/978-3-030-50402-1\_16},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/ZerbeAH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/lncs/ZerbeHH20,
  author       = {Norman Zerbe and
                  Christopher Hampf and
                  Peter Hufnagl},
  title        = {Extension of the Identity Management System Mainzelliste to Reduce
                  Runtimes for Patient Registration in Large Datasets},
  booktitle    = {{AI} and {ML} for Digital Pathology},
  pages        = {228--245},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1\_14},
  doi          = {10.1007/978-3-030-50402-1\_14},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/ZerbeHH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/lncs/12090,
  editor       = {Andreas Holzinger and
                  Randy Goebel and
                  Michael Mengel and
                  Heimo M{\"{u}}ller},
  title        = {Artificial Intelligence and Machine Learning for Digital Pathology
                  - State-of-the-Art and Future Challenges},
  series       = {Lecture Notes in Computer Science},
  volume       = {12090},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50402-1},
  doi          = {10.1007/978-3-030-50402-1},
  isbn         = {978-3-030-50401-4},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/12090.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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