Concepedia

Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images

Sodiq Adewole, Michelle Yeghyayan, Dylan M. Hyatt, Lubaina Ehsan, James Jablonski, Andrew Copland, Sana Syed, Donald E. Brown

Advances in intelligent systems and computing · 2020 · 19 citations · 15 references

Open access

Concepts

ComputingAnatomyComputer ScienceBiomedical ImagingComputer VisionDiagnostic ImagingAnatomical Landmark IdentificationDeep LearningMedical Image AnalysisObject DetectionRepresentation LearningTherapeutic EndoscopyAnatomical Landmark DetectionAnatomical Reference Point DetectionCapsule EndoscopyComputer-aided Landmark DetectionConvolutional Neural Network DetectionImage-guided Landmark RecognitionVideo Endoscopy

References

15

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

Computing, Computer Science, Computer Vision +16