3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs

Author:

Lauenburg Leander1ORCID,Lin Zudi1ORCID,Zhang Ruihan2ORCID,Santos Márcia dos3,Huang Siyu1,Arganda-Carreras Ignacio4ORCID,Boyden Edward S.2,Pfister Hanspeter1ORCID,Wei Donglai5

Affiliation:

1. John A. Paulson School of Engineering and Applied Sciences, Harvard University, Allston, MA, USA

2. Media Lab, MIT, Cambridge, MA, USA

3. Harvard University, Allston, MA, USA

4. Department of Computer Science and Artificial Intelligence, University of the Basque Country, Donostia-San Sebastian, Spain

5. Department of Computer Science, Boston College, Chestnut Hill, MA, USA

Funder

IFI Program of the German Academic Exchange Service

University of the Basque Country UPV/EHU

Ministerio de Ciencia, Innovación y Universidades, AEI

NIH

Lisa Yang, in part by John Doerr

Schmidt Futures

N S F

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Reference33 articles.

1. Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

2. Segmentation-enhanced cyclegan;januszewski,2019

3. Superhuman accuracy on the snemi3D connectomics challenge;lee,2017

4. SUSAN: Segment unannotated image structure using adversarial network;liu;Magn Reson Med,2019

5. Pytorch connectomics: A scalable and flexible segmentation framework for em connectomics;lin,2021

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