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2020 – today
- 2024
[j4]Hamdiye Uzuner, Annette Paschen, Dirk Schadendorf, Johannes Köster:
Orthanq: transparent and uncertainty-aware haplotype quantification with application in HLA-typing. BMC Bioinform. 25(1): 240 (2024)- [j3]Alisa Küper, Georg Lodde, Elisabeth Livingstone
, Dirk Schadendorf, Nicole Krämer:
Mitigating cognitive bias with clinical decision support systems: an experimental study. J. Decis. Syst. 33(3): 439-458 (2024) - [i2]Lukas Heinlein, Roman C. Maron, Achim Hekler, Sarah Haggenmüller, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Eva Krieghoff-Henning, Titus J. Brinker:
Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study. CoRR abs/2401.14193 (2024) - 2023
- [j2]Daniel Sauter, Georg Lodde, Felix Nensa, Dirk Schadendorf, Elisabeth Livingstone, Markus Kukuk:
Deep learning in computational dermatopathology of melanoma: A technical systematic literature review. Comput. Biol. Medicine 163: 107083 (2023) - [i1]Achim Hekler, Roman C. Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob Nikolas Kather, Eva Krieghoff-Henning, Titus J. Brinker:
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study. CoRR abs/2306.02800 (2023) - 2022
- [j1]Daniel Sauter, Georg Lodde, Felix Nensa, Dirk Schadendorf, Elisabeth Livingstone, Markus Kukuk:
Validating Automatic Concept-Based Explanations for AI-Based Digital Histopathology. Sensors 22(14): 5346 (2022) - [c2]Catharina Lena Beckmann, Georg Lodde, Elisabeth Livingstone, Dirk Schadendorf, Britta Böckmann:
Guideline-Based Context-Sensitive Decision Modeling for Melanoma Patients. GMDS 2022: 50-57
2000 – 2009
- 2005
- [c1]Lee Lancashire, Selma Ugurel, Colin Creaser, Dirk Schadendorf, Robert C. Rees, Graham R. Ball:
Utilizing Artificial Neural Networks to Elucidate Serum Biomarker Patterns Which Discriminate Between Clinical Stages in Melanoma. CIBCB 2005: 455-460
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