Concepedia

Patch-based 3D U-Net and transfer learning for longitudinal piglet brain segmentation on MRI

Patty Coupeau, Jean-Baptiste Fasquel, E. Mazerand, Philippe Meneï, Claudia N. Montero‐Menei, M. Dinomais

Computer Methods and Programs in Biomedicine · 2021 · 22 citations · 43 references

DOIFull text

Open access

Concepts

References

43

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

, , +12

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

, , +14

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

, , +14

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

, , +12

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 11.1K citations

, , +13