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A novel multiple instance learning framework for COVID-19 severity
  assessment via data augmentation and self-supervised learning

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning

7 February 2021
Ze-kun Li
Wei Zhao
F. Shi
Lei Qi
Xingzhi Xie
Ying Wei
Z. Ding
Yang Gao
Shangjie Wu
Jun Liu
Yinghuan Shi
Dinggang Shen
ArXivPDFHTML

Papers citing "A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning"

5 / 5 papers shown
Title
A Review of Predictive and Contrastive Self-supervised Learning for
  Medical Images
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
Wei-Chien Wang
Euijoon Ahn
Da-wei Feng
Jinman Kim
MedIm
37
27
0
10 Feb 2023
Attention2Minority: A salient instance inference-based multiple instance
  learning for classifying small lesions in whole slide images
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images
Ziyu Su
Mostafa Rezapour
Usama Sajjad
M. Gürcan
M. Niazi
32
11
0
18 Jan 2023
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a
  Study on Thyroid Cancer Diagnosis
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis
M. Gadermayr
Lukas Koller
M. Tschuchnig
Lea Maria Stangassinger
Christina Kreutzer
S. Couillard-Després
G. Oostingh
Anton Hittmair
45
13
0
10 Nov 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease
  Progression Representations
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations
Aishik Konwer
Xuan Xu
Joseph Bae
Chaoyu Chen
Prateek Prasanna
MedIm
39
15
0
02 Mar 2022
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using
  Quantitative Features from Chest CT Images
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images
Zhenyu Tang
Wei Zhao
Xingzhi Xie
Zheng Zhong
F. Shi
Jun Liu
Dinggang Shen
33
171
0
26 Mar 2020
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