Concepedia

Weakly supervised segmentation of COVID-19 infection with local lesion coherence on CT images

Wanchun Sun, Xin Feng, Jingyao Liu, Hui Ma

Biomedical Signal Processing and Control · 2022 · 13 citations · 35 references

Open access

Concepts

Veterinary MedicineInfectious DiseasesRadiologyComputer VisionDiagnostic ImagingDiagnostic RadiologyComputed TomographyComputer-aided DiagnosisInfectious Disease DetectionMedical Image AnalysisTumor DetectionViral InfectionsLesion DetectionLesion SegmentationLocal CoherenceWeakly Supervised Image ClassificationWeakly Supervised Instance SegmentationWeakly Supervised SegmentationWeakly Supervised Semantic Segmentation

References

35

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 11.1K citations

Computing, Computer Science, Computer Vision +13

Dysregulation of Immune Response in Patients With Coronavirus 2019 (COVID-19) in Wuhan, China

Chuan Qin, Luo‐Qi Zhou, Ziwei Hu et al. · Clinical Infectious Diseases · 2020 · 5K citations · Full text

Veterinary Medicine, Immunology, Infectious Diseases +11

Res2Net: A New Multi-Scale Backbone Architecture

Shanghua Gao, Ming‐Ming Cheng, Kai Zhao et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 3.3K citations · Full text

Computing, Computer Science, Computer Vision +16

A brief introduction to weakly supervised learning

Zhi‐Hua Zhou · National Science Review · 2017 · 1.9K citations · Full text

Computing, Computer Science, Data Mining +9