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Enea Parimbelli

University of Pavia - Department of Electrical, Computer and Biomedical Engineering

SCHOLARLY PAPERS

4

DOWNLOADS

345

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Assessing the Potential of GPT-4 to Annotate Medical Notes Across Different Languages and Countries: A Model Evaluation Study

Number of pages: 18 Posted: 13 May 2024
Harvard University, Harvard University, Harvard University - Department of Biomedical Informatics, University of Wisconsin-Madison, University of Michigan at Ann Arbor - Department of Computational Medicine and Bioinformatics, University of Kansas, University of Antioquia, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh, Boston Children's Hospital - Computational Health Informatics Program, Harvard University - Department of Pediatrics, National University Health System (NUHS), National University Health System (NUHS), University of Michigan at Ann Arbor - Department of Learning Health Sciences, University of Wisconsin-Madison, University of Kansas - University of Kansas Medical Center, University of Kansas - University of Kansas Medical Center, University of Antioquia, University of Antioquia, Istituti Clinici Scientifici Maugeri IRCCS, Istituti Clinici Scientifici Maugeri IRCCS, University of Kansas - University of Kansas Medical Center, Harvard University - Department of Biomedical Informatics, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Wisconsin-Madison, Harvard University - Department of Biomedical Informatics, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, University of Wisconsin-Madison, University of Pittsburgh - Department of Biomedical Informatics, University of Michigan at Ann Arbor, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Kansas - University of Kansas Medical Center, Universidad Politécnica de Valencia, University of Pittsburgh - Department of Biomedical Informatics, University of Kansas - University of Kansas Medical Center, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, University of Pittsburgh - Department of Neurology, Harvard University and Harvard University - Department of Biomedical Informatics
Downloads 181 (418,025)

Abstract:

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GPT-4, LLM, AI, Annotation, EHR, Notes, Medicine, Automation, Healthcare, Enrollment, International

2.

The Capable Mhealth Intervention: A Qualitative Study on Patients’ Perspectives

Number of pages: 21 Posted: 04 Sep 2024
Istituti Clinici Scientifici Maugeri IRCCS, University of Pavia, University of Pavia, University of Pavia, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Pavia, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, Istituti Clinici Scientifici Maugeri IRCCS, Universidad Politécnica de Madrid, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, Istituti Clinici Scientifici Maugeri IRCCS, Istituti Clinici Scientifici Maugeri IRCCS and University of Pavia
Downloads 93 (725,554)

Abstract:

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eHealth, mHealth, patient-reported outcome, quality of life, breast cancer, renal cancer, symptoms

3.

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

Number of pages: 21 Posted: 03 Aug 2023
IRCCS Centro San Giovanni di Dio Fatebenefratelli, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, IRCCS Centro San Giovanni di Dio Fatebenefratelli, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Milan - IRCCS Istituto Auxologico Italiano, Istituti Clinici Scientifici Maugeri IRCCS, Istituti Clinici Scientifici Maugeri IRCCS, IRCCS Mondino Foundation Pavia, IRCCS Mondino Foundation Pavia, IRCCS Mondino Foundation Pavia, IRCCS Centro San Giovanni di Dio Fatebenefratelli - Molecular Markers Laboratory, University of Pavia - Department of Electrical, Computer and Biomedical Engineering and IRCCS Centro San Giovanni di Dio Fatebenefratelli
Downloads 45 (1,133,231)
Citation 1

Abstract:

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natural language processing, Information Extraction, Biomedical Text Mining, large language model, Transformer, Deep learning

4.

How improper dataset split hinders model generalizability: a systematic comparison in Human Activity Recognition and exercise evaluation tasks

Number of pages: 22 Posted: 15 Jan 2026
affiliation not provided to SSRN, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Pavia - Department of Electrical, Computer and Biomedical Engineering and University of Pavia
Downloads 26 (1,385,945)

Abstract:

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Cross-Subject, Bias-Variance Tradeoff, Machine Learning, Deep Learning, Kinect