[HTML][HTML] Explanatory argument extraction of correct answers in resident medical exams
I Goenaga, A Atutxa, K Gojenola, M Oronoz… - Artificial Intelligence in …, 2024 - Elsevier
Developing technology to assist medical experts in their everyday decision-making is
currently a hot topic in the field of Artificial Intelligence (AI). This is specially true within the …
currently a hot topic in the field of Artificial Intelligence (AI). This is specially true within the …
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures
Explaining Artificial Intelligence (AI) decisions is a major challenge nowadays in AI, in
particular when applied to sensitive scenarios like medicine and law. However, the need to …
particular when applied to sensitive scenarios like medicine and law. However, the need to …
[HTML][HTML] Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records
N Lebeña, A Pérez, A Casillas - Computers in Biology and Medicine, 2024 - Elsevier
Abstract Background and Objective: In the realm of automatic Electronic Health Records
(EHR) classification according to the International Classification of Diseases (ICD) there is a …
(EHR) classification according to the International Classification of Diseases (ICD) there is a …
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering
Large Language Models (LLMs) have the potential of facilitating the development of Artificial
Intelligence technology to assist medical experts for interactive decision support, which has …
Intelligence technology to assist medical experts for interactive decision support, which has …
ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine
C Cardellino, T Collias, B Molinet, E Hain, W Sun… - ECAI 2024, 2024 - ebooks.iospress.nl
The need for transparent AI systems in sensitive domains like medicine has become key. In
this paper we present ANTIDOTE, a software suite proposing different tools for …
this paper we present ANTIDOTE, a software suite proposing different tools for …
[PDF][PDF] MedExpDial: Machine-to-Machine Generation of Explanatory Dialogues for Medical QA
A Zaninello, B Magnini - Proceedings of the 28th Workshop on the …, 2024 - semdial.org
We describe a pilot study on generating synthetic explanatory dialogues for the medical
domain, based on a pre-existing medical dataset of multiplechoice questions with human …
domain, based on a pre-existing medical dataset of multiplechoice questions with human …