Search Results for author: Evangelos Kaimakamis

Found 3 papers, 1 papers with code

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor

1 code implementation21 Jan 2025 Jiaqi Guo, Yunan Wu, Evangelos Kaimakamis, Georgios Petmezas, Vasileios E. Papageorgiou, Nicos Maglaveras, Aggelos K. Katsaggelos

With the advent of the COVID-19 pandemic, ultrasound imaging has emerged as a promising technique for COVID-19 detection, due to its non-invasive nature, affordability, and portability.

Diagnostic Self-Knowledge Distillation +1

Classification of Electrical Impedance Tomography Data Using Machine Learning

no code implementations2 Aug 2021 Diogo Pessoa, Bruno Machado Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva

In this article, we present a new approach to promote the use of EIT data and the implementation of new clinical applications for differential diagnosis, with the development of several machine learning models to discriminate between EIT data from healthy and non-healthy subjects.

BIG-bench Machine Learning Classification +2

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