Diagnosis of Idiopathic Pulmonary Fibrosis in High-Resolution Computed Tomography Scans Using a Combination of Handcrafted Radiomics and Deep Learning

PURPOSE: To develop handcrafted radiomics (HCR) and deep learning (DL) based automated diagnostic tools that can differentiate between idiopathic pulmonary fibrosis (IPF) and non-IPF interstitial lung diseases (ILDs) in patients using high-resolution computed tomography (HRCT) scans. MATERIAL AND ME...

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Detalles Bibliográficos
Autores principales: Refaee, Turkey, Salahuddin, Zohaib, Frix, Anne-Noelle, Yan, Chenggong, Wu, Guangyao, Woodruff, Henry C., Gietema, Hester, Meunier, Paul, Louis, Renaud, Guiot, Julien, Lambin, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259876/
https://www.ncbi.nlm.nih.gov/pubmed/35814761
http://dx.doi.org/10.3389/fmed.2022.915243

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259876/
https://www.ncbi.nlm.nih.gov/pubmed/35814761
http://dx.doi.org/10.3389/fmed.2022.915243

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