Semi-supervised Learning with Contrastive and Topology Losses for Catheter Segmentation and Misplacement Prediction

Tianyu Hwang, Chih-Hung Wang, Holger R. Roth, Dong Yang, Can Zhao, Chien-Hua Huang, Weichung Wang. Semi-supervised Learning with Contrastive and Topology Losses for Catheter Segmentation and Misplacement Prediction. In Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant, editors, Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. Volume 227 of Proceedings of Machine Learning Research, pages 1239-1253, PMLR, 2023. [doi]

@inproceedings{HwangWRYZHW23,
  title = {Semi-supervised Learning with Contrastive and Topology Losses for Catheter Segmentation and Misplacement Prediction},
  author = {Tianyu Hwang and Chih-Hung Wang and Holger R. Roth and Dong Yang and Can Zhao and Chien-Hua Huang and Weichung Wang},
  year = {2023},
  url = {https://proceedings.mlr.press/v227/hwang24a.html},
  researchr = {https://researchr.org/publication/HwangWRYZHW23},
  cites = {0},
  citedby = {0},
  pages = {1239-1253},
  booktitle = {Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA},
  editor = {Ipek Oguz and Jack H. Noble and Xiaoxiao Li and Martin Styner and Christian Baumgartner and Mirabela Rusu and Tobias Heimann and Despina Kontos and Bennett A. Landman and Benoit M. Dawant},
  volume = {227},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}