Automating the extraction of otology symptoms from clinic letters: a methodological study using natural language processing

Nikhil Joshi, Kawsar Noor, Xi Bai, Marina Forbes, Talisa Ross, Liam Barrett, Richard J. B. Dobson, Anne G. M. Schilder, Nishchay Mehta, Watjana Lilaonitkul. Automating the extraction of otology symptoms from clinic letters: a methodological study using natural language processing. BMC Med. Inf. & Decision Making, 25(1):353, December 2025. [doi]

@article{JoshiNBFRBDSML25,
  title = {Automating the extraction of otology symptoms from clinic letters: a methodological study using natural language processing},
  author = {Nikhil Joshi and Kawsar Noor and Xi Bai and Marina Forbes and Talisa Ross and Liam Barrett and Richard J. B. Dobson and Anne G. M. Schilder and Nishchay Mehta and Watjana Lilaonitkul},
  year = {2025},
  month = {December},
  doi = {10.1186/s12911-025-03180-8},
  url = {https://doi.org/10.1186/s12911-025-03180-8},
  researchr = {https://researchr.org/publication/JoshiNBFRBDSML25},
  cites = {0},
  citedby = {0},
  journal = {BMC Med. Inf. & Decision Making},
  volume = {25},
  number = {1},
  pages = {353},
}