Julia E. Vogt

Publications

Kacper Sokol, James C. Fackler, Julia E. Vogt (2025). Artificial intelligence should genuinely support clinical reasoning and decision making to bridge the translational gap. npj Digit. Medicine.

Kacper Sokol, James C. Fackler, Julia E. Vogt (2025). Artificial Intelligence Should Genuinely Support Clinical Reasoning and Decision Making To Bridge the Translational Gap. CoRR.

Raúl Santos-Rodríguez, Kacper Sokol, Julia E. Vogt, Sven Wellmann (2025). From Research to Certification with Data-Driven Medical Decision Support Systems (Dagstuhl Seminar 25052). Dagstuhl Reports.

Kacper Sokol, Julia E. Vogt (2024). What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA 2024, Honolulu, HI, USA, May 11-16, 2024.

Kacper Sokol, Julia E. Vogt (2024). What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks. CoRR.

Kacper Sokol, Julia E. Vogt (2023). (Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Explainability. CoRR.