Search Results for author: Nicolo Micheletti

Found 3 papers, 2 papers with code

Generating Medical Prescriptions with Conditional Transformer

1 code implementation30 Oct 2023 Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Warren Del-Pinto, Goran Nenadic

LT3 is trained on a set of around 2K lines of medication prescriptions extracted from the MIMIC-III database, allowing the model to produce valuable synthetic medication prescriptions.

2k Language Modelling +3

Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts

1 code implementation22 Sep 2023 Zihao Li, Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Matthew Shardlow, Goran Nenadic

In this work, we investigate the ability of state-of-the-art large language models (LLMs) on the task of biomedical abstract simplification, using the publicly available dataset for plain language adaptation of biomedical abstracts (\textbf{PLABA}).

Text Simplification

Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data

no code implementations25 Oct 2022 Raffaele Marchesi, Nicolo Micheletti, Giuseppe Jurman, Venet Osmani

We show that our approach is better at both generating authentic data of the minority class and remaining within the original distribution of the real data.

Time Series Time Series Analysis

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