Wird geladen...

Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI

PURPOSE: To develop a deep transfer learning method that incorporates four-dimensional (4D) information in dynamic contrast-enhanced (DCE) MRI to classify benign and malignant breast lesions. MATERIALS AND METHODS: The retrospective dataset is composed of 1990 distinct lesions (1494 malignant and 49...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Radiol Artif Intell
Hauptverfasser: Hu, Qiyuan, Whitney, Heather M., Li, Hui, Ji, Yu, Liu, Peifang, Giger, Maryellen L.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Radiological Society of North America 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8231792/
https://ncbi.nlm.nih.gov/pubmed/34235439
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2021200159
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!