A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging

Jay B. Patel, Syed Rakin Ahmed, Ken Chang, Praveer Singh, Mishka Gidwani, Katharina Hoebel, Albert Kim, Christopher P. Bridge, Chung-Jen Teng, Xiaomei Li, Gongwen Xu, Megan McDonald, Ayal Aizer, Wenya Linda Bi, K. Ina Ly, Bruce R. Rosen, Priscilla K. Brastianos, Raymond Y. Huang, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer. A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging. In Kaivalya Deshpande, Madalina Fiterau, Shalmali Joshi, Zachary C. Lipton, Rajesh Ranganath, Iñigo Urteaga, Serene Yeung, editors, Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA. Volume 219 of Proceedings of Machine Learning Research, pages 565-587, PMLR, 2023. [doi]

@inproceedings{PatelACSGHKBTLX23,
  title = {A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging},
  author = {Jay B. Patel and Syed Rakin Ahmed and Ken Chang and Praveer Singh and Mishka Gidwani and Katharina Hoebel and Albert Kim and Christopher P. Bridge and Chung-Jen Teng and Xiaomei Li and Gongwen Xu and Megan McDonald and Ayal Aizer and Wenya Linda Bi and K. Ina Ly and Bruce R. Rosen and Priscilla K. Brastianos and Raymond Y. Huang and Elizabeth R. Gerstner and Jayashree Kalpathy-Cramer},
  year = {2023},
  url = {https://proceedings.mlr.press/v219/patel23a.html},
  researchr = {https://researchr.org/publication/PatelACSGHKBTLX23},
  cites = {0},
  citedby = {0},
  pages = {565-587},
  booktitle = {Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA},
  editor = {Kaivalya Deshpande and Madalina Fiterau and Shalmali Joshi and Zachary C. Lipton and Rajesh Ranganath and Iñigo Urteaga and Serene Yeung},
  volume = {219},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}