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Mikołajczyk, Marek

Type: Person
First name: Marek
Last name: Mikołajczyk
Publications count: 5

Publications

Patterns Beyond Labels: Clustering Allergy Diagnoses in Overlapping Clinical Profiles
Printed Conference manuscript

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

Research groups: Computational Intelligence

Balancing Natural Language Processing Accuracy and Normalization in Extracting Medical Insights
Submitted Journal article

Authors: Tworek, Paulina; Bargieł, Miłosz; Khan, Yousef; Pełech-Pilichowski, Tomasz; 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
Printed Conference manuscript

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
Printed Conference manuscript

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

Research groups: Computational Intelligence

Compositional Knowledge Graph for Clinical Decision Support in Pediatric Allergy Diagnostics
Printed Conference manuscript

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

Research groups: Computational Intelligence