학술논문

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발행년	- (예 : 2010-2015)

Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal

Academic Journal

Vagliano, I.; Dormosh, N.; Rios, M.; Luik, T.T.; Buonocore, T.M.; Elbers, P.W.G.; Dongelmans, D.A.; Schut, M.C.; Abu-Hanna, A.

In Journal of Biomedical Informatics October 2023 146

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application

Academic Journal

Crema, C.; Redolfi, A.; Buonocore, T.M.; Parimbelli, E.; Bellazzi, R.; Fostinelli, S.; Binetti, G.; Verde, F.; Fundarò, C.; Manera, M.; Ramusino, M.C.; Capelli, M.; Costa, A.

In: Journal of Biomedical Informatics. (Journal of Biomedical Informatics, December 2023, 148)

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

Localizing in-domain adaptation of transformer-based biomedical language models

Academic Journal

Buonocore, T.M.; Bellazzi, R.; Parimbelli, E.; Crema, C.; Redolfi, A.

In: Journal of Biomedical Informatics. (Journal of Biomedical Informatics, August 2023, 144)

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

Why did AI get this one wrong? — Tree-based explanations of machine learning model predictions

Academic Journal

Parimbelli, E.; Buonocore, T.M.; Nicora, G.; Bellazzi, R.; Michalowski, W.; Wilk, S.

In: Artificial Intelligence in Medicine. (Artificial Intelligence in Medicine, January 2023, 135)

Full Text (ScienceDirect 종량제) Full Text (Clinical Key) Web of Science JCR 저널정보 Scopus Find it@PNU

A synthetic dataset of liver disorder patients

Academic Journal

Nicora, G.; Buonocore, T.M.; Parimbelli, E.

In: Data in Brief. (Data in Brief, April 2023, 47)

Full Text (ScienceDirect 종량제) Full Text (ScienceDirect O/A) JCR 저널정보 Scopus Find it@PNU

Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis

Conference

Buonocore, T.M.; Bosoni, P.; Nicora, G.; Vazifehdan, M.; Bellazzi, R.; Parimbelli, E.; Dagliati, A.

In: CEUR Workshop Proceedings, CLEF-WN 2023 - Working Notes of the Conference and Labs of the Evaluation Forum. (CEUR Workshop Proceedings, 2023, 3497:1210-1218)

Scopus Find it@PNU

A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers

Book

Buonocore, T.M.; Parimbelli, E.; Bellazzi, R.; Tibollo, V.; Napolitano, C.; Priori, S.

In: Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2023, 13897 LNAI:153-162)

Scopus Find it@PNU

Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers

Book

Buonocore, T.M.; Parimbelli, E.; Sacchi, L.; Bellazzi, R.; Quaglini, S.; Del Campo, L.

In: MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. (Studies in Health Technology and Informatics, 6 June 2022, 290:597-601)

Scopus Find it@PNU

Evaluation of XAI on ALS 6-months mortality prediction

Conference

Buonocore, T.M.; Nicora, G.; Dagliati, A.; Parimbelli, E.

In: CEUR Workshop Proceedings, CLEF 2022 - Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. (CEUR Workshop Proceedings, 2022, 3180:1228-1235)

Scopus Find it@PNU

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