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Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study2024 arXiv (Cornell University) preprint Medicine Cutaneous Melanoma Detection and Management Open access
Tirtha Chanda, Sarah Haggenmueller, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, +14 more
5citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 arXiv (Cornell University) preprint Engineering Advanced Chemical Sensor Technologies Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
0citations -
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Mineral Processing and Grinding Open access
Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto
0citations -
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Mineral Processing and Grinding Open access
Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto
0citations -
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Tianyu Han, Laura Žigutytė, Luisa Charlotte Huck, Marc Huppertz, Robert Malte Siepmann, Yossi Gandelsman, +6 more
1citations -
Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Laura Žigutytė, Tim Lenz, Tianyu Han, Katherine Jane Hewitt, Nic Gabriel Reitsam, Sebastian Foersch, +5 more
7citations -
A Framework for Extracting and Encoding Features from Object-Centric Event Data2022 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access
Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
0citations