117 citations
- Freie Universität BerlinDE5 papers
- Humboldt-Universität zu BerlinDE4 papers
- Artificial Intelligence in Medicine (Canada)CA1 paper
- ETH ZurichCH1 paper
- Fundação Oswaldo CruzBR1 paper
- L3S Research CenterDE1 paper
- MRC Mitochondrial Biology UnitGB1 paper
- National Institute of InformaticsJP1 paper
- Technische Universität BerlinDE1 paper
- UK Health Security AgencyGB1 paper
- Universität UlmDE1 paper
- University of WürzburgDE1 paper
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cs.AI2025★ 1 cited
The Open Syndrome Definition
Ana Paula Gomes Ferreira, Aleksandar Anžel, Izabel Oliva Marcilio de Souza +6
Case definitions are essential for effectively communicating public health threats. However, the absence of a standardized, machine-readable format poses significant challenges to…
cs.AI2025★ 4 cited
UbiQTree: Uncertainty Quantification in XAI with Tree Ensembles
Akshat Dubey, Aleksandar Anžel, Bahar İlgen +1
Explainable Artificial Intelligence (XAI) techniques, such as SHapley Additive exPlanations (SHAP), have become essential tools for interpreting complex ensemble tree-based models,…