Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models

Autor: Buonocore, Tommaso Mario, Crema, Claudio, Redolfi, Alberto, Bellazzi, Riccardo, Parimbelli, Enea

Publikováno v: Journal of Biomedical Informatics, Volume 144, 2023, 104431, ISSN 1532-0464

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 task-specific, fine-tuned biomedical language representation models, i

Externí odkaz: http://arxiv.org/abs/2212.10422

Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA.

Autor: De Francesco, Silvia¹ (AUTHOR) sdefrancesco@fatebenefratelli.eu, Crema, Claudio¹ (AUTHOR), Archetti, Damiano¹ (AUTHOR), Muscio, Cristina^2,3 (AUTHOR), Reid, Robert I.⁴ (AUTHOR), Nigri, Anna⁵ (AUTHOR), Bruzzone, Maria Grazia⁵ (AUTHOR), Tagliavini, Fabrizio⁶ (AUTHOR), Lodi, Raffaele^7,8 (AUTHOR), D'Angelo, Egidio^9,10 (AUTHOR), Boeve, Brad¹¹ (AUTHOR), Kantarci, Kejal¹² (AUTHOR), Firbank, Michael¹³ (AUTHOR), Taylor, John-Paul¹³ (AUTHOR), Tiraboschi, Pietro³ (AUTHOR), Redolfi, Alberto¹ (AUTHOR), Gandini Wheeler-Kingshott, Claudia A. M.^10,14,15 (AUTHOR), Tosetti, Michela¹⁶ (AUTHOR), Forloni, Gianluigi¹⁷ (AUTHOR), Agati, Raffaele⁸ (AUTHOR)

Publikováno v: Scientific Reports. 10/13/2023, Vol. 13 Issue 1, p1-19. 19p.

Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application

Autor: Crema, Claudio, Buonocore, Tommaso Mario, Fostinelli, Silvia, Parimbelli, Enea, Verde, Federico, Fundarò, Cira, Manera, Marina, Ramusino, Matteo Cotta, Capelli, Marco, Costa, Alfredo, Binetti, Giuliano, Bellazzi, Riccardo, Redolfi, Alberto

The introduction of computerized medical records in hospitals has reduced burdensome operations like manual writing and information fetching. However, the data contained in medical records are still far underutilized, primarily because extracting the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::37fcacf4a83a9abc62614e6fea403290

Italian, European, and international neuroinformatics efforts: An overview.

Autor: Redolfi, Alberto, Archetti, Damiano, De Francesco, Silvia, Crema, Claudio, Tagliavini, Fabrizio, Lodi, Raffaele, Ghidoni, Roberta, Gandini Wheeler‐Kingshott, Claudia A. M., Alexander, Daniel C., D'Angelo, Egidio

Publikováno v: European Journal of Neuroscience; Jun2023, Vol. 57 Issue 12, p2017-2039, 23p, 1 Diagram, 4 Charts

Differential diagnosis of neurodegenerative diseases using an innovative deep learning approach.

Autor: Redolfi, Alberto, De Francesco, Silvia, Crema, Claudio, Archetti, Damiano, Muscio, Cristina, Firbank, Michael J, Taylor, John‐Paul, Tiraboschi, Pietro

Publikováno v: Alzheimer's & Dementia: The Journal of the Alzheimer's Association; Jun2023 Supplement 1, Vol. 19, p1-3, 3p