no code implementations • 4 Jun 2020 • Erik Faessler, Michel Oleynik, Udo Hahn
From 2017 to 2019 the Text REtrieval Conference (TREC) held a challenge task on precision medicine using documents from medical publications (PubMed) and clinical trials.
1 code implementation • Journal of the American Medical Informatics Association 2019 • Michel Oleynik, Amila Kugic, Zdenko Kasáč, Markus Kreuzthaler
Shallow machine learning strategies showed lower overall micro F1 scores, but still higher than deep learning strategies and the baseline.
1 code implementation • Notebook papers of the TREC conference 2018 • Michel Oleynik, Erik Faessler, Ariane Morassi Sasso, Arpita Kappattanavar, Benjamin Bergner, Harry Freitas da Cruz, Jan-Philipp Sachs, Suparno Datta, Erwin Bottinger
The TREC-PM challenge aims for advances in the field of information retrieval applied to precision medicine.
Ranked #1 on
Information Retrieval
on TREC-PM
no code implementations • WS 2016 • Markus Kreuzthaler, Michel Oleynik, Alex Avian, er, Stefan Schulz
The disambiguation of period characters is therefore an important task for sentence and abbreviation detection.