AI for Healthcare, Biology & Genomics
Language models, genomic foundation models and trustworthy ML applied to health and biological data.
Why it matters: Because precision medicine and biological discovery increasingly depend on reading data at scale.
Featured events
- Keynote — “The Language of Life”, Hologenomic Data Analysis Symposium — International keynote, 2024
- Invited talk — “The Language of Life”, Wuhan University — Invited talk, 2025
- GenDAI — Horizon Europe project (Beneficiary) — European project, 2024
Related projects
Publications (14)
- From Reads to Reports: A Vision for a GFM-Powered Genomic Diagnostic Platform — IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2025), 2025
- Performance and Information Leakage in Splitfed Learning and Multi-Head Split Learning in Healthcare Data and Beyond — Methods and Protocols, 5(4), 60, 2022
- Stool and Ruminal Microbiome Components Associated with Methane Emission and Feed Efficiency in Nelore Beef Cattle — Frontiers in Genetics, 13, 812828, 2022
- gaHealth: An English–Irish Bilingual Corpus of Health Data — Proceedings of the Thirteenth Language Resources and Evaluation Conference (LREC), 2022
- BiGAMi: Bi-Objective Genetic Algorithm Fitness Function for Feature Selection on Microbiome Datasets — Methods and Protocols, 5(3), 42, 2022
- Towards Continuous Professional Monitoring of Health Status Based on Energetic Balancing — 2022 IEEE International Workshop on Sport, Technology and Research (STAR), pp. 72–77, 2022
- Putative Mobilized Colistin Resistance Genes in the Human Gut Microbiome — BMC Microbiology, 21, 1–10, 2021
- Machine Translation in the Covid Domain: an English–Irish Case Study for LoResMT 2021 — Workshop on Technologies for MT of Low Resource Languages (LoResMT 2021), 2021
- Nasopharyngeal Microbial Communities of Patients Infected with SARS-CoV-2 That Developed COVID-19 — Frontiers in Microbiology, 12, 637430, 2021
- Understanding the Role of (Advanced) Machine Learning in Metagenomic Workflows — AVI-BDA 2020 / ITAVIS 2020, Lecture Notes in Computer Science, vol. 12585, Springer, 2020
- TeleStroke System (TSS) — 6th Collaborative European Research Conference (CERC 2020), pp. 325–334, 2020
- Chatbot-Based Behaviour Analysis for Obesity Support Platform — 6th Collaborative European Research Conference (CERC 2020), pp. 112–124, 2020
All 14 publications in this theme →
Milestones
- 2024 — GenDAI (Horizon Europe) — Beneficiary
- 2024 — Keynote — “The Language of Life”, Hologenomic Data Analysis Symposium (Brazil)
In the news
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