Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction

no code implementations • COLING 2022 • Paul Grundmann, Tom Oberhauser, Felix Gers, Alexander Löser

Furthermore, we find that support sets drastically improve the performance for pregnancy- and gynecology-related diagnoses up to 32. 9% points compared to the baseline.

Cross-Lingual Knowledge Transfer for Clinical Phenotyping

1 code implementation • LREC 2022 • Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix Gers, Alexander Löser

Clinical phenotyping enables the automatic extraction of clinical conditions from patient records, which can be beneficial to doctors and clinics worldwide.

Transfer Learning