Combined Transfer Learning and Test-Time Augmentation Improves Convolutional Neural Network-Based Semantic Segmentation of Prostate Cancer from Multi-Parametric MR Images-Reference-Cited by-同舟云学术

Combined Transfer Learning and Test-Time Augmentation Improves Convolutional Neural Network-Based Semantic Segmentation of Prostate Cancer from Multi-Parametric MR Images

Published:2021-10 Issue: Volume:210 Page:106375
ISSN:0169-2607
Container-title:Computer Methods and Programs in Biomedicine
language:en
Short-container-title:Computer Methods and Programs in Biomedicine

Author:

Hoar David,Lee Peter Q.,Guida Alessandro,Patterson Steven^ORCID,Bowen Chris V.,Merrimen Jennifer,Wang Cheng,Rendon Ricardo,Beyea Steven D.,Clarke Sharon E.

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications,Software

Reference59 articles.

1. Global cancer statistics, 2012;Torre;CA: a cancer journal for clinicians,2015

2. Lifetime economic burden of prostate cancer;Stokes;BMC health services research,2011

3. The economic burden of prostate cancer;Roehrborn;BJU international,2011

4. Cost study of the clinical management of prostate cancer in France: results on the basis of population-based data;Molinier;The European Journal of Health Economics,2010

5. Upgrading and downgrading of prostate needle biopsy specimens: risk factors and clinical implications;Freedland;Urology,2006

Cited by 22 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Deep transfer learning for efficient and accurate prediction of composite pressure vessel behaviors;Composites Part A: Applied Science and Manufacturing;2024-11

2. Enhancing prostate cancer segmentation on multiparametric magnetic resonance imaging with background information and gland masks;Medical Physics;2024-08-12

3. Dilated TransUNet + +-Based Segmentation with Multi-Scale Adaptive DenseNet with Bi-LSTM Layer-Aided Prostate Cancer Classification Model;International Journal of Image and Graphics;2024-06-27

4. IMSF-Net:An improved multi-scale information fusion network for PPG-based blood pressure estimation;Biomedical Signal Processing and Control;2024-04

5. Possibilistic exponential spatial fuzzy clustering based cancer segmentation in multi-parametric prostate MRI;Multimedia Tools and Applications;2024-03-12