3 papers
cs.CL2024
Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT
Natthanaphop Isaradech, Andrea Riedel, Wachiranun Sirikul +2
Introduction: Medication prescriptions are often in free text and include a mix of two languages, local brand names, and a wide range of idiosyncratic formats and abbreviations. La…
cs.LG2024
Federated unsupervised random forest for privacy-preserving patient stratification
Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice +2
In the realm of precision medicine, effective patient stratification and disease subtyping demand innovative methodologies tailored for multi-omics data. Clustering techniques appl…
cs.CL2021
Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment
Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer +1
Clinical information systems have become large repositories for semi-structured and partly annotated electronic health record data, which have reached a critical mass that makes th…