Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report

Taha Emre, Marzieh Oghbaie, Arunava Chakravarty, Antoine Rivail, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic. Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report. In Bhavna Josephine Antony, Hao Chen 0011, Huihui Fang, Huazhu Fu, Cecilia S. Lee, Yalin Zheng, editors, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Volume 14096 of Lecture Notes in Computer Science, pages 132-141, Springer, 2023. [doi]

@inproceedings{EmreOCRRMSSRLSB23,
  title = {Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report},
  author = {Taha Emre and Marzieh Oghbaie and Arunava Chakravarty and Antoine Rivail and Sophie Riedl and Julia Mai and Hendrik P. N. Scholl and Sobha Sivaprasad and Daniel Rueckert and Andrew J. Lotery and Ursula Schmidt-Erfurth and Hrvoje Bogunovic},
  year = {2023},
  doi = {10.1007/978-3-031-44013-7_14},
  url = {https://doi.org/10.1007/978-3-031-44013-7_14},
  researchr = {https://researchr.org/publication/EmreOCRRMSSRLSB23},
  cites = {0},
  citedby = {0},
  pages = {132-141},
  booktitle = {Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings},
  editor = {Bhavna Josephine Antony and Hao Chen 0011 and Huihui Fang and Huazhu Fu and Cecilia S. Lee and Yalin Zheng},
  volume = {14096},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-44013-7},
}