CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Reuben DorentAaron KujawaMarina IvorySpyridon BakasNicola RiekeSamuel JoutardBen GlockerJorge CardosoMarc ModatKayhan BatmanghelichArseniy BelkovMaria G. Baldeon CalistoJae Won ChoiBenoit M. DawantHexin DongSergio EscaleraYubo FanLasse HansenMattias P. HeinrichSmriti JoshiVictoriya KashtanovaHyeongyu KimSatoshi KondoChristian N. KruseSusana K. Lai-YuenHao LiHan LiuBuntheng LyIpek OguzHyungseob ShinBoris ShirokikhZixian SuGuotai WangJianghao WuYanwu XuKai YaoLi ZhangSébastien OurselinJonathan ShapeyTom VercauterenPublished in: Medical Image Anal. (2023)
Keyphrases
- domain adaptation
- cross domain
- image segmentation
- semi supervised
- labeled data
- sentiment classification
- multiple sources
- target domain
- transfer learning
- test data
- data sets
- semi supervised learning
- covariate shift
- parametric representation
- manifold alignment
- co training
- feature representation
- document classification
- unlabeled data
- text classification
- general purpose
- supervised learning
- machine learning