Jens-Michalis Papaioannou — accepted AI-conference papers

2026

Sparse ProtoPatient: Interactive Multi-Prototype Explanations for Clinical Diagnosis Prediction

Conor Fallon, Bogdan Kostić, Betty Van Aken, Jens-Michalis Papaioannou, Alexei Figueroa, Keno Bressem +1

IJCAI 2026

We present the Sparse ProtoPatient Demo, a publicly available interactive system for interpretable ICD-10 diagnosis prediction from clinical admission notes. The system is designed for clinicians in training, researchers, and educators exploring prototype-based diagnostic reasoning. The demo links p

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2024

Data Drift in Clinical Outcome Prediction from Admission Notes

Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu, Wolfgang Nejdl +1

COLING 2024main

Clinical NLP research faces a scarcity of publicly available datasets due to privacy concerns. MIMIC-III marked a significant milestone, enabling substantial progress, and now, with MIMIC-IV, the dataset has expanded significantly, offering a broader scope. In this paper, we focus on the task of pre…

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