Analysis of the effectiveness of two different loss functions in training a neural network in lung image reconstruction using impedance tomography

The article presents research findings on developing a medical diagnostic system based on electrical impedance tomography technology. One of the key components of this project is developing a method for reconstructing the structure of human lungs using this technology. The authors of the article com...

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Detalhes bibliográficos

Principais autores:	Malgorzata Lalak-Dybała, Barbara Stefaniak, Paweł Olszewski
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Akademia Nauk Stosowanych WSGE im. A. De Gasperi w Józefowie 2024-08-01
coleção:	Journal of Modern Science
Assuntos:	electrical impedance tomography lung reconstruction convolutional neural network neural network with encoder-decoder architecture resnet
Acesso em linha:	https://www.jomswsge.com/Analysis-of-the-effectiveness-of-two-different-loss-functions-in-training-a-neural,191304,0,2.html
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