Gradual Self-Training via Confidence and Volume Based Domain Adaptation for Multi Dataset Deep Learning-Based Brain Metastases Detection Using Nonlocal Networks on MRI Images.

Liew, Andrea; Lee, Chun Cheng; Subramaniam, Valarmathy; Lan, Boon Leong; Tan, Maxine

Liew, Andrea; Lee, Chun Cheng; Subramaniam, Valarmathy; Lan, Boon Leong; Tan, Maxine.

Afiliação

Liew A; Electrical and Computer Systems Engineering Discipline, School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia.
Lee CC; Radiology Department, Sunway Medical Centre, Bandar Sunway, Malaysia.
Subramaniam V; Radiology Department, Sunway Medical Centre, Bandar Sunway, Malaysia.
Lan BL; Electrical and Computer Systems Engineering Discipline, School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia.
Tan M; Advanced Engineering Platform, School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia.

J Magn Reson Imaging ; 57(6): 1728-1740, 2023 06.

Article em En | MEDLINE | ID: mdl-36208095

Assuntos

Neoplasias Encefálicas; Aprendizado Profundo; Humanos; Estudos Retrospectivos; Imageamento por Ressonância Magnética/métodos; Neoplasias Encefálicas/patologia; Redes Neurais de Computação

Palavras-chave

BM detection; BRATS; BrainMetShare; domain adaptation; nonlocal networks; self-training

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Aprendizado Profundo Tipo de estudo: Diagnostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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