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Evaluation of Deep Learning architectures for complex immunofluorescence nuclear image segmentation

Separating and labeling each nuclear instance (instance-aware segmentation) is the key challenge in nuclear image segmentation. Deep Convolutional Neural Networks have been demonstrated to solve nuclear image segmentation tasks across different imaging modalities,

Evaluation of Deep Learning architectures for complex immunofluorescence nuclear image segmentation - Image

Separating and labeling each nuclear instance (instance-aware segmentation) is the key challenge in nuclear image segmentation. Deep Convolutional Neural Networks have been demonstrated to solve nuclear image segmentation tasks across different imaging modalities,