Concepedia

Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images

Sk Imran Hossain, Jocelyn de Goër de Hervé, Md. Shahriar Hassan, Delphine Martineau, Evelina Petrosyan, V. Corbin, J. Beytout, Isabelle Lebert, Jonas Durand, Irène Carravieri,

Computer Methods and Programs in Biomedicine · 2022 · 42 citations · 33 references

Open access

Concepts

ComputingComputer ScienceDermatologyBiomedical ImagingComputer VisionMachine LearningDisease DetectionImage Feature EngineeringLyme DiseaseSkin InfectionsTick-borne DiseasesTransfer LearningConvolutional Neural Network DetectionConvolutional Neural NetworksDeep Learning-based DiagnosisDeep Learning-based Lesion ClassificationFeature TransferLesion Image ClassificationSkin Lesion Detection

References

33

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

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

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Going deeper with convolutions

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

Computing, Computer Science, Artificial Intelligence +15

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

Computing, Computer Science, Computer Vision +10