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More unlabelled data or label more data? A study on semi-supervised
  laparoscopic image segmentation

More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation

20 August 2019
Yunguan Fu
M. Robu
Bongjin Koo
C. Schneider
S. Laarhoven
Danail Stoyanov
B. Davidson
Matthew J. Clarkson
Yipeng Hu
ArXiv (abs)PDFHTML

Papers citing "More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation"

7 / 7 papers shown
Domain Generalization for Mammographic Image Analysis with Contrastive
  Learning
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li
Zhiming Cui
Lichi Zhang
Sheng Wang
Chenjin Lei
...
Yajia Gu
Zaiyi Liu
Chunling Liu
Dinggang Shen
Jie‐Zhi Cheng
613
3
0
20 Apr 2023
Importance of Aligning Training Strategy with Evaluation for Diffusion
  Models in 3D Multiclass Segmentation
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation
Yunguan Fu
Yiwen Li
Shaheer U. Saeed
Matthew J. Clarkson
Yipeng Hu
DiffMMedIm
257
9
0
10 Mar 2023
Prototypical few-shot segmentation for cross-institution male pelvic
  structures with spatial registration
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
...
Matthew J. Clarkson
Henkjan J. Huisman
D. Barratt
V. Prisacariu
Yipeng Hu
244
18
0
12 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to
  surgical data
A comprehensive survey on recent deep learning-based methods applied to surgical data
Mansoor Ali
Rafael Martinez Garcia Peña
Gilberto Ochoa-Ruiz
Sharib Ali
443
7
0
03 Sep 2022
Robust deep learning-based semantic organ segmentation in hyperspectral
  images
Robust deep learning-based semantic organ segmentation in hyperspectral images
Silvia Seidlitz
Jiansheng Fang
Jan Odenthal
Berkin Özdemir
Huazhu Fu
...
Jiang-Dong Liu
Martin Wagner
Felix Nickel
Beat P. Müller-Stich
Lena Maier-Hein
200
23
0
09 Nov 2021
Gesture Recognition in Robotic Surgery: a Review
Gesture Recognition in Robotic Surgery: a ReviewIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2021
Beatrice van Amsterdam
Matthew J. Clarkson
Danail Stoyanov
293
121
0
29 Jan 2021
Learning Motion Flows for Semi-supervised Instrument Segmentation from
  Robotic Surgical Video
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video
Zixu Zhao
Yueming Jin
Xiaojie Gao
Qi Dou
Pheng-Ann Heng
325
48
0
06 Jul 2020
1
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