Uncovering and Correcting Shortcut Learning in Machine Learning Models for Skin Cancer Diagnosis

por Nauta, Meike, Walsh, Ricky, Dubowski, Adam, Seifert, Christin
Publicado 2021

Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data

por Imangaliyev, Sultan, Schlötterer, Jörg, Meyer, Folker, Seifert, Christin
Publicado 2022

Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT Models

por Rietberg, Max Tigo, Nguyen, Van Bach, Geerdink, Jeroen, Vijlbrief, Onno, Seifert, Christin
Publicado 2023

Database and expert systems applications: DEXA 2018 International Workshops, BDMICS, BIOKDD, and TIR, Regensburg, Germany, September 3-6, 2018, proceedings

por Elloumi, Mourad, Granitzer, Michael, Hameurlain, Abdelkader, Seifert, Christin, Stein, Benno, Tjoa, A Min, Wagner, Roland
Publicado 2018

Automatic Process Comparison for Subpopulations: Application in Cancer Care (†)

por Marazza, Francesca, Bukhsh, Faiza Allah, Geerdink, Jeroen, Vijlbrief, Onno, Pathak, Shreyasi, van Keulen, Maurice, Seifert, Christin
Publicado 2020