Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection

Maxim Pisov, Mikhail Goncharov, Nadezhda Kurochkina, Sergey Morozov, Victor Gombolevsky, Valeria Chernina, Anton Vladzymyrskyy, Ksenia Zamyatina, Anna Cheskova, Igor Pronin, Michael Shifrin, Mikhail Belyaev. Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection. In Kenji Suzuki, Mauricio Reyes 0001, Tanveer F. Syeda-Mahmood, Ben Glocker, Roland Wiest, Yaniv Gur, Hayit Greenspan, Anant Madabhushi, editors, Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support - Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Volume 11797 of Lecture Notes in Computer Science, pages 30-38, Springer, 2019. [doi]

@inproceedings{PisovGKMGCVZCPS19,
  title = {Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection},
  author = {Maxim Pisov and Mikhail Goncharov and Nadezhda Kurochkina and Sergey Morozov and Victor Gombolevsky and Valeria Chernina and Anton Vladzymyrskyy and Ksenia Zamyatina and Anna Cheskova and Igor Pronin and Michael Shifrin and Mikhail Belyaev},
  year = {2019},
  doi = {10.1007/978-3-030-33850-3_4},
  url = {https://doi.org/10.1007/978-3-030-33850-3_4},
  researchr = {https://researchr.org/publication/PisovGKMGCVZCPS19},
  cites = {0},
  citedby = {0},
  pages = {30-38},
  booktitle = {Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support - Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings},
  editor = {Kenji Suzuki and Mauricio Reyes 0001 and Tanveer F. Syeda-Mahmood and Ben Glocker and Roland Wiest and Yaniv Gur and Hayit Greenspan and Anant Madabhushi},
  volume = {11797},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-33850-3},
}