153 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of ManchesterGB5 papers
- Idiap Research InstituteCH4 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- National Physical LaboratoryGB2 papers
- Université de BordeauxFR2 papers
- University of OxfordGB2 papers
- Åbo Akademi UniversityFI1 paper
- Agency for Science, Technology and ResearchSG1 paper
- Alberta Medical AssociationCA1 paper
- Allen Institute for Cell ScienceUS1 paper
- BioCampus MontpellierFR1 paper
- Bordeaux Imaging CenterFR1 paper
4 papers · 1 filter
Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making
Oskar Wysocki, Jessica Katharine Davies, Markel Vigo +4
This paper contributes with a pragmatic evaluation framework for explainable Machine Learning (ML) models for clinical decision support. The study revealed a more nuanced role for…
Transformers and the representation of biomedical background knowledge
Oskar Wysocki, Zili Zhou, Paul O'Regan +4
Specialised transformers-based models (such as BioBERT and BioMegatron) are adapted for the biomedical domain based on publicly available biomedical corpora. As such, they have the…
A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples
Natalia Garcia Martin, Stefano Malacrino, Marta Wojciechowska +8
Multiplexed immunofluorescence provides an unprecedented opportunity for studying specific cell-to-cell and cell microenvironment interactions. We employ graph neural networks to c…
A new Standard DNA damage (SDD) data format
J. Schuemann, A. McNamara, J. W. Warmenhoven +48
Our understanding of radiation induced cellular damage has greatly improved over the past decades. Despite this progress, there are still many obstacles to fully understanding how…