Balancing Natural Language Processing Accuracy and Normalization in Extracting Medical Insights

Authors: Paulina Tworek, Miłosz Bargieł, Yousef Khan, Tomasz Pełech-Pilichowski, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

Compositional Knowledge Graph for Clinical Decision Support in Pediatric Allergy Diagnostics

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

Patterns Beyond Labels: Clustering Allergy Diagnoses in Overlapping Clinical Profiles

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

Research groups: Computational Intelligence