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MedPix 2.0: A Comprehensive Multimodal Biomedical Data Set for Advanced AI Applications with Retrieval Augmented Generation and Knowledge Graphs

A comprehensive multimodal biomedical data set for advanced AI applications.

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MedPix 2.0: A Comprehensive Multimodal Biomedical Data Set for Advanced AI Applications with Retrieval Augmented Generation and Knowledge Graphs

By Irene Siragusa, Salvatore Contino, Massimo La Ciura, Rosario Alicata, Roberto PirroneData Science and Engineering
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MedPix 2.0 is a large-scale biomedical dataset that combines medical scans with clinical reports and findings. It was developed to address the lack of high-quality data sets in the medical domain, which hinders the development of AI applications.

The dataset includes a semi-automatic pipeline for extracting visual and textual data, followed by manual curation.

Abstract

MedPix 2.0 is a large-scale biomedical dataset that combines medical scans with clinical reports and findings. It was developed to address the lack of high-quality data sets in the medical domain, which hinders the development of AI applications. The dataset includes a semi-automatic pipeline for extracting visual and textual data, followed by manual curation.

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medpixbiomedical-data-setai-applicationsmultimodal-dataretrieval-augmented-generationKnowledge GraphsStructured ContentContent EngineeringLarge Language Models
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