Literature DB >> 28295412

Machine learning will transform radiology significantly within the next 5 years.

Ge Wang1, Mannudeep Kalra2, Colin G Orton.   

Abstract

Mesh：

Year:  2017        PMID： 28295412     DOI： 10.1002/mp.12204

Source DB:  PubMed          Journal:  Med Phys        ISSN： 0094-2405            Impact factor:   4.071


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  8 in total

Review 1.  Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis.

Authors:  Davood Karimi; Haoran Dou; Simon K Warfield; Ali Gholipour
Journal:  Med Image Anal       Date:  2020-06-20       Impact factor: 8.545

2.  Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss.

Authors:  Qingsong Yang; Pingkun Yan; Yanbo Zhang; Hengyong Yu; Yongyi Shi; Xuanqin Mou; Mannudeep K Kalra; Yi Zhang; Ling Sun; Ge Wang
Journal:  IEEE Trans Med Imaging       Date:  2018-06       Impact factor: 10.048

3.  LEARN: Learned Experts' Assessment-Based Reconstruction Network for Sparse-Data CT.

Authors:  Hu Chen; Yi Zhang; Yunjin Chen; Junfeng Zhang; Weihua Zhang; Huaiqiang Sun; Yang Lv; Peixi Liao; Jiliu Zhou; Ge Wang
Journal:  IEEE Trans Med Imaging       Date:  2018-06       Impact factor: 10.048

4.  Automatic hyoid bone detection in fluoroscopic images using deep learning.

Authors:  Zhenwei Zhang; James L Coyle; Ervin Sejdić
Journal:  Sci Rep       Date:  2018-08-17       Impact factor: 4.379

5.  A Three-Dimensional Deep Convolutional Neural Network for Automatic Segmentation and Diameter Measurement of Type B Aortic Dissection.

Authors:  Yitong Yu; Yang Gao; Jianyong Wei; Fangzhou Liao; Qianjiang Xiao; Jie Zhang; Weihua Yin; Bin Lu
Journal:  Korean J Radiol       Date:  2020-11-03       Impact factor: 3.500

6.  Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network.

Authors:  Wenjun Tan; Pan Liu; Xiaoshuo Li; Yao Liu; Qinghua Zhou; Chao Chen; Zhaoxuan Gong; Xiaoxia Yin; Yanchun Zhang
Journal:  Health Inf Sci Syst       Date:  2021-02-20

7.  Low-Dose CT Image Denoising with Improving WGAN and Hybrid Loss Function.

Authors:  Zhihua Li; Weili Shi; Qiwei Xing; Yu Miao; Wei He; Huamin Yang; Zhengang Jiang
Journal:  Comput Math Methods Med       Date:  2021-08-26       Impact factor: 2.238

Review 8.  Accuracy of Machine Learning Algorithms for the Classification of Molecular Features of Gliomas on MRI: A Systematic Literature Review and Meta-Analysis.

Authors:  Evi J van Kempen; Max Post; Manoj Mannil; Benno Kusters; Mark Ter Laan; Frederick J A Meijer; Dylan J H A Henssen
Journal:  Cancers (Basel)       Date:  2021-05-26       Impact factor: 6.639
  8 in total

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