This paper is in the following e-collection/theme issue:

Industry Perspectives (4) Big Data (304) Natural Language Processing (868) Secondary Use of Clinical Data for Research and Surveillance (451) Electronic Health Records (1269)

Published on in Vol 10, No 8 (2022): August

This is a member publication of University College London (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38122, first published .
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals

Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals

Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals

Authors of this article:

Kawsar Noor1, 2, 3, 4 Author Orcid Image ;   Lukasz Roguski1, 2, 3 Author Orcid Image ;   Xi Bai1, 2, 3 Author Orcid Image ;   Alex Handy1, 2, 3, 4 Author Orcid Image ;   Roman Klapaukh4 Author Orcid Image ;   Amos Folarin1, 2, 4, 5, 6 Author Orcid Image ;   Luis Romao2, 3, 4 Author Orcid Image ;   Joshua Matteson7 Author Orcid Image ;   Nathan Lea2, 3, 4 Author Orcid Image ;   Leilei Zhu3 Author Orcid Image ;   Folkert W Asselbergs2, 3 Author Orcid Image ;   Wai Keong Wong3 Author Orcid Image ;   Anoop Shah1, 2, 3, 4 Author Orcid Image ;   Richard JB Dobson1, 2, 3, 4, 5, 6 Author Orcid Image
Article Authors Cited by (16) Tweetations (14) Metrics

Journals

  1. Funnell J, Noor K, Khan D, D’Antona L, Dobson R, Hanrahan J, Hepworth C, Moncur E, Thomas B, Thorne L, Watkins L, Williams S, Wong W, Toma A, Marcus H. Characterization of patients with idiopathic normal pressure hydrocephalus using natural language processing within an electronic healthcare record system. Journal of Neurosurgery 2022:1 View
  2. Wu H, Wang M, Wu J, Francis F, Chang Y, Shavick A, Dong H, Poon M, Fitzpatrick N, Levine A, Slater L, Handy A, Karwath A, Gkoutos G, Chelala C, Shah A, Stewart R, Collier N, Alex B, Whiteley W, Sudlow C, Roberts A, Dobson R. A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digital Medicine 2022;5(1) View
  3. Dong H, Falis M, Whiteley W, Alex B, Matterson J, Ji S, Chen J, Wu H. Automated clinical coding: what, why, and where we are?. npj Digital Medicine 2022;5(1) View
  4. Brown C, Nazeer R, Gibbs A, Le Page P, Mitchell A. Breaking Bias: The Role of Artificial Intelligence in Improving Clinical Decision-Making. Cureus 2023 View
  5. Adisesh A, Baker C. Occupational Health Informatics. Occupational Medicine 2023;73(4):177 View
  6. Poon M, Demetriades A. Routine healthcare data for adverse events after spinal surgery. Acta Neurochirurgica 2023;165(12):3991 View
  7. Shah A, Subramanian A, Lewis J, Dhalla S, Ford E, Haroon S, Kuan V, Nirantharakumar K, Ramagopalan S. Long Covid symptoms and diagnosis in primary care: A cohort study using structured and unstructured data in The Health Improvement Network primary care database. PLOS ONE 2023;18(9):e0290583 View
  8. O'Reilly D, McGrath J, Martin-Loeches I. Optimizing artificial intelligence in sepsis management: Opportunities in the present and looking closely to the future. Journal of Intensive Medicine 2024;4(1):34 View
  9. Shiwani T, Relton S, Evans R, Kale A, Heaven A, Clegg A, Abuzour A, Alderman J, Anand A, Bhanu C, Bunn J, Collins J, Cutillo L, Hall M, Keevil V, Mitchell L, Ogliari G, Penfold R, van Oppen J, Vardy E, Walesby K, Wilkinson C, Zucker K, Todd O. New Horizons in artificial intelligence in the healthcare of older people. Age and Ageing 2023;52(12) View
  10. Han L, Gladkoff S, Erofeev G, Sorokina I, Galiano B, Nenadic G. Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning. Frontiers in Digital Health 2024;6 View
  11. Booker J, Penn J, Noor K, Dobson R, Funnell J, Koh C, Khan D, Newall N, Rowland D, Sinha S, Williams S, Sayal P, Marcus H. Early evaluation of a natural language processing tool to improve access to educational resources for surgical patients. European Spine Journal 2024;33(7):2545 View
  12. Feng R, Brennan K, Azizi Z, Goyal J, Deb B, Chang H, Ganesan P, Clopton P, Pedron M, Ruipérez-Campillo S, Desai Y, De Larochellière H, Baykaner T, Perez M, Rodrigo M, Rogers A, Narayan S. Engineering of Generative Artificial Intelligence and Natural Language Processing Models to Accurately Identify Arrhythmia Recurrence. Circulation: Arrhythmia and Electrophysiology 2025;18(1) View
  13. Pal G. Improving personalized healthcare with automated longitudinal EHR analysis. International Journal of Medical Informatics 2025;203:106010 View
  14. Ive J, Olukoya O, Funnell J, Booker J, Lam S, Reddy U, Noor K, Dobson R, Luoma A, Marcus H. AI assisted prediction of unplanned intensive care admissions using natural language processing in elective neurosurgery. npj Digital Medicine 2025;8(1) View

Books/Policy Documents

  1. Chaudhari A. Future of AI in Biomedicine and Biotechnology. View

Conference Proceedings

  1. Noor K, Smith K, O'Connell J, Ingram N, Ribyere B, Searle T, Wong W, Dobson R. 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI). Detecting Clinical Intent in Electronic Healthcare Records in a UK National Healthcare Hospital View