SWAT4HCLS 2024 Semantic Web Applications and Tools for Health Care and Life Sciences 2024
- Event
- 15th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences
- Location
- Leiden, The Netherlands
- Date
- to
Table of Contents
- Preface
Summary: There were 25 papers, of which 20 regular papers and 5 short papers, submitted for peer-review to this workshop. Out of these, 15 papers, of which 9 regular and 6 short papers, were accepted for this volume.
Session 0: Regular Papers
- Exploring the role of generative AI in constructing knowledge graphs for drug indications
with medical context
- Pages
- 1–10
- SPHN strategy to unravel the semantic drift between versions of standard terminologies
- Pages
- 11–22
- Representation and comparison of chemotherapy protocols with ChemoKG and graph embeddings
- Pages
- 23–35
- SPARQL generation: an analysis on fine-tuning OpenLLaMA for Question Answering over
a Life Science Knowledge Graph
- Pages
- 36–45
- Explaining Graph Neural Network predictions for drug repurposing
- Pages
- 46–55
- Refining SemOpenAlex concept ontology: A constraint-aware approach via knowledge graph
embeddings and SKOS constraints
- Pages
- 56–65
- Extracting shapes from large RDF data collections
- Pages
- 66–75
- Unlocking semantics as a FAIR implementation profile. Reflections and lessons learned
building user-centric semantic authoring applications
- Pages
- 76–87
- Automated drug repurposing workflow for rare diseases
- Pages
- 88–106
Session 1: Short Papers
- Bridging clinical and genomic knowledge: An extension of the SPHN RDF Schema for seamless
integration and FAIRification of omics data
- Pages
- 107–115
- Take CARE of your patient data. Clinical And Registry Entries (CARE) Semantic Model
- Pages
- 116–123
- Applying the RDA Data Maturity Model on the Core Dataset of the German Medical Informatics
Initiative
- Pages
- 124–128
- A metadata profile to promote Real-World Data discoverability
- Pages
- 129–133
- Analyzing SPARQL query logs: A study on schema coverage and query content
- Pages
- 134–139
- Ontology enhanced FAIR Data Point searches
- Pages
- 140–144
Session 2: Poster Papers
- Temporal data modeling evaluation in knowledge graphs: A healthcare use case
- Pages
- 145–146
- Recognition of biodiversity-related named entities by fine-tuning general-domain BERT-based
language models
- Pages
- 147–148
- Application of the RDF framework to integrate heterogenous experimental data of a
large chemo- and biodiverse collection from a collaborative research project
- Pages
- 149–152
- INDEX: the Intelligent Data Steward Toolbox. Utilizing Large Language Model embeddings
for automated data harmonization
- Pages
- 153–154
- LARA - embracing almost fully automated experimentation from ground up by using semantic
web technologies in Life Sciences
- Pages
- 155–156
- Personalised medical content delivery to support patient empowerment based on knowledge
graphs
- Pages
- 157–158
- Achieving data FAIRification in a distributed analytics research platform for rare
diseases
- Pages
- 159–160
- BioDataFuse: Enhancing data interoperability through modular queries and knowledge
graph construction
- Pages
- 161–164
- Construction of a knowledge graph for food health claims
- Pages
- 165–166
- Personalized medicine through personal data pods
- Pages
- 167–168
- Designing a FAIRification game for Research Software
- Pages
- 169–170
- Causal discovery on Health-related Quality of Life of cancer patients
- Pages
- 171–172
- CHIST-ERA Triple: improving data interoperability and federation across RDF knowledge
graphs and Solid Pods
- Pages
- 173–175
- Updating the SynthDNASim tool to create diverse synthetic DNA datasets
- Pages
- 176–177
- FAIR for automatic federated omics analysis
- Pages
- 178–179
- DATOS-CAT: Methodologies for the standardization, integration and analysis of population-based
biomedical data using semantic technologies
- Pages
- 180–182
- OMOP-CDM mapping to RDF/OWL: Attempting to bridge the OHDSI ecosystem and the Semantic
Web world
- Pages
- 183–184
- OpenPVSignal Knowledge Graph: An openly available data source for pharmacovigilance
signal reports
- Pages
- 185–186
- FAIR Service Descriptions: enriching life science SPARQL endpoints
- Pages
- 187–188
- Integration of variation data through SPARQL Micro-Services
- Pages
- 189–190
- Nanosafety data made interoperable using semantic modeling and linked-data knowledge
graphs
- Pages
- 191–191
- Representing bioinformatics Nextflow workflows in RO-Crate: challenges and opportunities
- Pages
- 192–193
- The approach of IQVIA to ontologies for healthcare and life sciences
- Pages
- 194–195
- MLentory, an FDO registry for machine learning models
- Pages
- 196–197
- There and back again: RDF as a bridge to domain-platforms like OMERO
- Pages
- 198–199
- MeDaX Prototype v0.2
- Pages
- 200–201
- A semantic design for the biological processes associated with intrinsically disordered
proteins
- Pages
- 202–203
- Make RDF data more inter-connectable
- Pages
- 204–205
- FAIR Data Cube, a FAIR data infrastructure for integrated multi-omics data analysis
- Pages
- 206–207
- FAIR Software as a Service: Combining tools to implement FAIR for clinical data platforms
- Pages
- 208–209
- Vision for modular taxonomy production at Elsevier: The VOICE project
- Pages
- 210–211
We offer a BibTeX file for citing papers of this workshop from LaTeX.