3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network(2021) Review

Introduction

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Methods

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Results

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Discussion

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Comparison

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Limitations & Potential Solutions

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Conclusion

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References

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Autoencoder
https://itsnyeong.tistory.com/13
https://lv99.tistory.com/22
Kappa corcondance coefficient
https://en.wikipedia.org/wiki/Cohen%27s_kappa
두뇌 관련 용어
https://ko.wikipedia.org/wiki/%EC%8B%9C%EC%83%81
https://ko.wikipedia.org/wiki/%EA%BC%AC%EB%A6%AC%ED%95%B5
https://ko.wikipedia.org/wiki/%EA%B8%B0%EC%A0%80%ED%95%B5#%EC%B0%BD%EB%B0%B1%ED%95%B5%28Pallidum%29
Nearest Neighbor Upsampling
https://velog.io/@cha-suyeon/%EB%94%A5%EB%9F%AC%EB%8B%9D-Segmentation7-Upsampling%EC%9D%98-%EB%8B%A4%EC%96%91%ED%95%9C%EB%B0%A9%EB%B2%95
Glorot Initialization
https://yeomko.tistory.com/40
Kolmogorov-Smirnov test
https://mansoostat.tistory.com/22
Dice loss
https://pycad.co/the-difference-between-dice-and-dice-loss/
Hausdorff Distance
https://dhpark1212.tistory.com/entry/Hausdorff-Distance