no code implementations • 12 Oct 2023 • Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Deniz Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
Domain experts often rely on most recent knowledge for apprehending and disseminating specific biological processes that help them design strategies for developing prevention and therapeutic decision-making in various disease scenarios.
no code implementations • 9 Feb 2023 • Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
However, exploration and querying large-scale KGs is tedious for certain groups of users due to a lack of knowledge about underlying data assets or semantic technologies.
1 code implementation • 25 Dec 2022 • Md. Rezaul Karim, Tanhim Islam, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
Explainable artificial intelligence (XAI) aims to overcome the opaqueness of black-box models and provide transparency in how AI systems make decisions.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1
1 code implementation • 9 Apr 2020 • Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan
Amid the coronavirus disease(COVID-19) pandemic, humanity experiences a rapid increase in infection numbers across the world.
no code implementations • 23 Aug 2019 • Jaynal Abedin, Joseph Antony, Kevin McGuinness, Kieran Moran, Noel E. O'Connor, Dietrich Rebholz-Schuhmann, John Newell
Knee osteoarthritis (KOA) is a disease that impairs knee function and causes pain.
no code implementations • LREC 2014 • Johannes Hellrich, Simon Clematide, Udo Hahn, Dietrich Rebholz-Schuhmann
The coverage of multilingual biomedical resources is high for the English language, yet sparse for non-English languages―an observation which holds for seemingly well-resourced, yet still dramatically low-resourced ones such as Spanish, French or German but even more so for really under-resourced ones such as Dutch.
no code implementations • LREC 2012 • {\c{S}}enay Kafkas, Ian Lewin, David Milward, Erik van Mulligen, Jan Kors, Udo Hahn, Dietrich Rebholz-Schuhmann
These usually lead to implementation of trained solutions (1) for a limited number of semantic entity types and (2) lacking in generalization capability.
no code implementations • LREC 2012 • Ian Lewin, {\c{S}}enay Kafkas, Dietrich Rebholz-Schuhmann
We define an algorithm for finding centroids, given a set of alternative input annotations and we test the outputs quantitatively and qualitatively.