Literature DB >> 34795461

Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging.

Nima Tajbakhsh1, Holger Roth2, Demetri Terzopoulos3, Jianming Liang4.   

Abstract

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Year:  2021        PMID： 34795461      PMCID： PMC8594751          DOI： 10.1109/tmi.2021.3089292

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN： 0278-0062            Impact factor:   11.037


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  49 in total

1.  Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information.

Authors:  Nima Tajbakhsh; Suryakanth R Gurudu; Jianming Liang
Journal:  IEEE Trans Med Imaging       Date:  2015-10-08       Impact factor: 10.048

2.  Weakly Supervised Cell Segmentation by Point Annotation.

Authors:  Tianyi Zhao; Zhaozheng Yin
Journal:  IEEE Trans Med Imaging       Date:  2020-12-21       Impact factor: 10.048

3.  Multi-task multi-domain learning for digital staining and classification of leukocytes.

Authors:  Agnieszka Tomczak; Slobodan Ilic; Gaby Marquardt; Thomas Engel; Frank Forster; Nassir Navab; Shadi Albarqouni
Journal:  IEEE Trans Med Imaging       Date:  2020-12-21       Impact factor: 10.048

4.  Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization.

Authors:  Md Mahfuzur Rahman Siddiquee; Zongwei Zhou; Nima Tajbakhsh; Ruibin Feng; Michael B Gotway; Yoshua Bengio; Jianming Liang
Journal:  Proc IEEE Int Conf Comput Vis       Date:  2020-02-27

5.  Label-Free Segmentation of COVID-19 Lesions in Lung CT.

Authors:  Qingsong Yao; Li Xiao; Peihang Liu; S Kevin Zhou
Journal:  IEEE Trans Med Imaging       Date:  2021-03-24       Impact factor: 10.048

Review 6.  Image Segmentation Using Deep Learning: A Survey.

Authors:  Shervin Minaee; Yuri Boykov; Fatih Porikli; Antonio Plaza; Nasser Kehtarnavaz; Demetri Terzopoulos
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2022-06-03       Impact factor: 6.226

7.  Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation.

Authors:  Vishwesh Nath; Dong Yang; Bennett A Landman; Daguang Xu; Holger R Roth
Journal:  IEEE Trans Med Imaging       Date:  2021-09-30       Impact factor: 10.048

8.  Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training.

Authors:  Angshuman Paul; Thomas C Shen; Sungwon Lee; Niranjan Balachandar; Yifan Peng; Zhiyong Lu; Ronald M Summers
Journal:  IEEE Trans Med Imaging       Date:  2021-09-30       Impact factor: 11.037

Review 9.  The future of digital health with federated learning.

Authors:  Nicola Rieke; Jonny Hancox; Wenqi Li; Fausto Milletarì; Holger R Roth; Shadi Albarqouni; Spyridon Bakas; Mathieu N Galtier; Bennett A Landman; Klaus Maier-Hein; Sébastien Ourselin; Micah Sheller; Ronald M Summers; Andrew Trask; Daguang Xu; Maximilian Baust; M Jorge Cardoso
Journal:  NPJ Digit Med       Date:  2020-09-14
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