A ubiquitous and interoperable deep learning model for automatic detection of pleomorphic gastroesophageal lesions

Miguel Martins; Miguel José Mascarenhas; Maria João Almeida; João Afonso; Tiago Ribeiro; Pedro Cardoso; Francisco Mendes; Joana Mota; Patrícia Andrade; Hélder Cardoso; Miguel Mascarenhas-Saraiva; João Ferreira; Guilherme Macedo

doi:10.1038/s41598-025-03397-7

A ubiquitous and interoperable deep learning model for automatic detection of pleomorphic gastroesophageal lesions

M Miguel Martins M Miguel José Mascarenhas M Maria João Almeida J João Afonso T Tiago Ribeiro P Pedro Cardoso (Centre for Ecology, Evolution and Environmental Changes (cE3c), Laboratory for Integrative Biodiversity Research (LIBRe), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa) F Francisco Mendes J Joana Mota P Patrícia Andrade H Hélder Cardoso M Miguel Mascarenhas-Saraiva J João Ferreira G Guilherme Macedo

Download PDF View Original

APA MLA Chicago BibTeX RIS

Article Details

Journal Scientific Reports

Volume / Issue Vol. 15, Issue 1

Published July 02, 2025

DOI 10.1038/s41598-025-03397-7

ISSN 2045-2322

Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (13)

M

Miguel Martins

M

Miguel José Mascarenhas

M

Maria João Almeida

J

João Afonso

T

Tiago Ribeiro

P

Pedro Cardoso

Centre for Ecology, Evolution and Environmental Changes (cE3c), Laboratory for Integrative Biodiversity Research (LIBRe), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa

F

Francisco Mendes

J

Joana Mota

P

Patrícia Andrade

H

Hélder Cardoso

M

Miguel Mascarenhas-Saraiva

J

João Ferreira

G

Guilherme Macedo

A ubiquitous and interoperable deep learning model for automatic detection of pleomorphic gastroesophageal lesions

Article Details

Journal Info

Authors (13)

Related Articles from this Journal

AI models of unstable flow exhibit hallucination

The MCAA-YOLO + XPBI integrated model provides a hybrid intelligent measurement method for predicting the body weight of Hu sheep

Application of iron nano-biofertilizers as a sustainable approach to enhance growth and micronutrient uptake in soybean

Adolescents’ status-dependent public and private conformity to prosocial and antisocial decisions in a public goods game

An explainable hierarchical capsule network framework for supporting expert sensory evaluation of herbal medicines with natural language generation