One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification

Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Shan-e-Ahmed Raza, Fayyaz A. Afsar, David R. J. Snead, Nasir M. Rajpoot. One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification. Medical Image Analysis, 83:102685, 2023. [doi]

@article{GrahamVJRASR23,
  title = {One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification},
  author = {Simon Graham and Quoc Dang Vu and Mostafa Jahanifar and Shan-e-Ahmed Raza and Fayyaz A. Afsar and David R. J. Snead and Nasir M. Rajpoot},
  year = {2023},
  doi = {10.1016/j.media.2022.102685},
  url = {https://doi.org/10.1016/j.media.2022.102685},
  researchr = {https://researchr.org/publication/GrahamVJRASR23},
  cites = {0},
  citedby = {0},
  journal = {Medical Image Analysis},
  volume = {83},
  pages = {102685},
}