Concepedia

Improved Accuracy in Optical Diagnosis of Colorectal Polyps Using Convolutional Neural Networks with Visual Explanations

Eun Hyo Jin, Dongheon Lee, Jung Ho Bae, Hae Yeon Kang, Min‐Sun Kwak, Ji Yeon Seo, Jong In Yang, Sun Young Yang, Seon Hee Lim, Jeong Yoon Yim,

Gastroenterology · 2020 · 141 citations · 39 references

Concepts

ComputingBiomedical EngineeringComputer ScienceComputer VisionDiagnostic ImagingMachine LearningColorectal CancerComputer-aided DiagnosisDeep LearningFeature DetectionMedical Image AnalysisPattern RecognitionColorectal Cancer DiagnosisConvolutional Neural NetworksDeep Learning-based DiagnosisMachine Learning For Optical DiagnosisVisual Explanations

References

39

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.9K citations

Computing, Computer Science, Computer Vision +13

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

Grit: Perseverance and passion for long-term goals.

Angela Duckworth, Christopher Peterson, Michael D. Matthews et al. · Journal of Personality and Social Psychology · 2007 · 6.8K citations

Social Sciences, Educational Psychology, Psychology +9

The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Luis Perez, Jason Wang · arXiv (Cornell University) · 2017 · 2.5K citations · Full text

Computing, Computer Science, Computer Vision +12