Patterns Beyond Labels: Clustering Allergy Diagnoses in Overlapping Clinical Profiles

Authors: Szczypka, Maja; Tworek, Paulina; Kahan, Julia; Mikołajczyk, Marek; Lewandowski, Roman; Sousa, Jose

Research groups: Computational Intelligence

Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting

Authors: Tworek, Paulina; Szczypka, Maja; Kahan, Julia; Mikołajczyk, Marek; Lewandowski, Roman; Sousa, Jose

Research groups: Computational Intelligence

Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability

Authors: Gherardini, Luca; Tworek, Paulina; Szczypka, Maja; Khan, Yousef; Mikołajczyk, Marek; Lewandowski, Roman; Sousa, Jose

Research groups: Computational Intelligence