Integrating Eye Tracking and Speech Recognition Accurately Annotates MR Brain Images for Deep Learning: Proof of Principle

PURPOSE: To generate and assess an algorithm combining eye tracking and speech recognition to extract brain lesion location labels automatically for deep learning (DL). MATERIALS AND METHODS: In this retrospective study, 700 two-dimensional brain tumor MRI scans from the Brain Tumor Segmentation dat...

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Detalhes bibliográficos
Publicado no:Radiol Artif Intell
Main Authors: Stember, Joseph N., Celik, Haydar, Gutman, David, Swinburne, Nathaniel, Young, Robert, Eskreis-Winkler, Sarah, Holodny, Andrei, Jambawalikar, Sachin, Wood, Bradford J., Chang, Peter D., Krupinski, Elizabeth, Bagci, Ulas
Formato: Artigo
Idioma:Inglês
Publicado em: Radiological Society of North America 2020
Assuntos:
Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7845782/
https://ncbi.nlm.nih.gov/pubmed/33842890
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2020200047
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