180 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Institute of Photonic SciencesES13 papers
- Lund UniversitySE6 papers
- Barcelona Institute of Science and TechnologyES5 papers
- Institució Catalana de Recerca i Estudis AvançatsES5 papers
- KTH Royal Institute of TechnologySE5 papers
- Karolinska InstitutetSE4 papers
- Karolinska University HospitalSE4 papers
- Chalmers University of TechnologySE3 papers
- ETH ZurichCH3 papers
- Bangor UniversityGB2 papers
- Center for Theoretical PhysicsPL2 papers
- Centre for Research and Technology HellasGR2 papers
4 papers · 1 filter
Leveraging Imperfection with MEDLEY A Multi-Model Approach Harnessing Bias in Medical AI
Farhad Abtahi, Mehdi Astaraki, Fernando Seoane
Bias in medical artificial intelligence is conventionally viewed as a defect requiring elimination. However, human reasoning inherently incorporates biases shaped by education, cul…
HealthProcessAI: A Technical Framework and Proof-of-Concept for LLM-Enhanced Healthcare Process Mining
Eduardo Illueca-Fernandez, Kaile Chen, Fernando Seoane +1
Process mining has emerged as a powerful analytical technique for understanding complex healthcare workflows. However, its application faces significant barriers, including technic…
Calibrated Explanations: with Uncertainty Information and Counterfactuals
Helena Lofstrom, Tuwe Lofstrom, Ulf Johansson +1
While local explanations for AI models can offer insights into individual predictions, such as feature importance, they are plagued by issues like instability. The unreliability of…
A Meta Survey of Quality Evaluation Criteria in Explanation Methods
Helena Löfström, Karl Hammar, Ulf Johansson
Explanation methods and their evaluation have become a significant issue in explainable artificial intelligence (XAI) due to the recent surge of opaque AI models in decision suppor…