Utilizing Artificial Neural Networks to Elucidate Serum Biomarker Patterns Which Discriminate Between Clinical Stages in Melanoma. - Lee Lancashire; Selma Ugurel; Colin Creaser; Dirk Schadendorf; Robert C. Rees; Graham R. Ball (CIBCB, 2005)

Guideline-Based Context-Sensitive Decision Modeling for Melanoma Patients. - Catharina Lena Beckmann; Georg Lodde; Elisabeth Livingstone; Dirk Schadendorf; Britta Böckmann (GMDS, 2022)

Validating Automatic Concept-Based Explanations for AI-Based Digital Histopathology. - Daniel Sauter; Georg Lodde; Felix Nensa; Dirk Schadendorf; Elisabeth Livingstone; Markus Kukuk (Sensors, 2022)

Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study. - 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; et al. (CoRR, 2023)

Deep learning in computational dermatopathology of melanoma: A technical systematic literature review. - Daniel Sauter; Georg Lodde; Felix Nensa; Dirk Schadendorf; Elisabeth Livingstone; Markus Kukuk (Comput. Biol. Medicine, 2023)

Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study. - 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; et al. (CoRR, 2024)

The Mappability of Clinical Real-World Data of Patients with Melanoma to Oncological Fast Healthcare Interoperability Resources (FHIR) Profiles: A Single-Center Interoperability Study. - Jessica Swoboda; Moritz Albert; Catharina Lena Beckmann; Georg Christian Lodde; Elisabeth Livingstone; Felix Nensa; Dirk Schadendorf; Britta Böckmann (Informatics, 2024)

Mitigating cognitive bias with clinical decision support systems: an experimental study. - Alisa Küper; Georg Lodde; Elisabeth Livingstone; Dirk Schadendorf; Nicole Krämer 001 (J. Decis. Syst., 2024)

Orthanq: transparent and uncertainty-aware haplotype quantification with application in HLA-typing. - Hamdiye Uzuner; Annette Paschen; Dirk Schadendorf; Johannes Köster (BMC Bioinform., 2024)