Concepedia

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn M. Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon,

Nature Machine Intelligence · 2019 · 317 citations · 27 references

Concepts

MedicineComputer SciencePathologyComputer VisionMachine LearningSurgical PathologyCancer DetectionCancer DiagnosisComputer-aided DiagnosisDeep LearningTumor ClassificationTumor DetectionConvolutional Neural Network DetectionDeep Learning DetectionDeep Learning-based DiagnosisDeep Learning-based Lesion ClassificationDigital Pathology Analysis

References

27

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

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

Kishore Papineni, Salim Roukos, Todd J. Ward et al. · 2001 · 21.5K citations · Full text

Computing, Computer Science, Computational Linguistics +9