Review on approaches to concept detection in medical images

D Miranda, V Thenkanidiyoor, DA Dinesh - Biocybernetics and Biomedical …, 2022 - Elsevier
Abstract Concept detection in medical images involves the identification of various
biomedical semantic entities in the images. This is a non-trivial task due to the highly …

[PDF][PDF] Feature Learning with Adversarial Networks for Concept Detection in Medical Images: UA. PT Bioinformatics at ImageCLEF 2018.

E Pinho, C Costa - CLEF (Working Notes), 2018 - researchgate.net
As the subjects of representation learning and generative adversarial networks become
increasingly attractive to the scientific community, they also bring an exciting perspective …

Multimodal video indexing (mvi): A new method based on machine learning and semi-automatic annotation on large video collections

M Hamroun, K Tamine, B Crespin - International Journal of Image …, 2022 - World Scientific
Indexing video by the concept is one of the most appropriate solutions for such problems. It
is based on an association between a concept and its corresponding visual sound, or textual …

Predicting semantic concepts in heterogeneous radiographic images

D Miranda, V Thenkanidiyoor, DA Dinesh - IEEE Access, 2024 - ieeexplore.ieee.org
Concept detection in a radiological image involves the identification of biomedical semantic
entities within the given image. However, different modalities of radiological images make it …

Unsupervised learning for concept detection in medical images: A comparative analysis

E Pinho, C Costa - Applied Sciences, 2018 - mdpi.com
As digital medical imaging becomes more prevalent and archives increase in size,
representation learning exposes an interesting opportunity for enhanced medical decision …

[PDF][PDF] Identifying concepts from medical images via transfer learning and image retrieval

X Wang, Y Zhang, Z Guo, J Li - Mathematical Biosciences and …, 2019 - aimspress.com
Automatically identifying semantic concepts from medical images provides multimodal
insights for clinical research. To study the effectiveness of concept detection on large scale …

Large-scale semantic concept detection based on visual contents

M Hamroun, S Lajmi, H Nicolas, I Amous - Proceedings of the 17th …, 2019 - dl.acm.org
Indexing video by the concept is one of the most appropriate solutions for such problem. It's
based on an association between a concept and its corresponding visual, sound or textual …

Descriptor Optimization for Semantic Concept Detection Using Visual Content

M Hamroun, S Lajmi, H Nicolas… - International Journal of …, 2019 - igi-global.com
Abstract Concept detection has been considered a difficult problem and has attracted the
interest of the content-based multimedia retrieval community. This detection implies an …

[PDF][PDF] Coutinho Gomes de Pinho

E Miguel - core.ac.uk
A proliferação de modalidades de imagem médica digital, em hospitais, clínicas e outros
centros de diagnóstico, levou à criação de enormes repositórios de dados, frequentemente …