55 citations · 112 across the 7 of their papers we have counts for
4 papers · 1 filter
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian
Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli
The development of domain-specific language models has significantly advanced natural language processing applications in various specialized fields, particularly in biomedicine. H…
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers
Laura Bergomi, Tommaso M. Buonocore, Paolo Antonazzo +5
BACKGROUND: Radiology reports are typically written in a free-text format, making clinical information difficult to extract and use. Recently the adoption of structured reporting (…
Advancing Italian Biomedical Information Extraction with Transformers-based Models: Methodological Insights and Multicenter Practical Application
Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli +10
The introduction of computerized medical records in hospitals has reduced burdensome activities like manual writing and information fetching. However, the data contained in medical…
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models
Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi +2
In the era of digital healthcare, the huge volumes of textual information generated every day in hospitals constitute an essential but underused asset that could be exploited with…