Publications

Niall Taylor, Yi Zhang, Dan W Joyce, Alejo J Nevado-Holgado, Andrey Kormilitzin (2022). Clinical Prompt Learning with Frozen Language Models.

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Li, Zhenpeng, Andrey Kormilitzin, Fernandes, Marco, Vaci, Nemanja, Liu Qiang, Newby, Danielle, Goodday, Sarah, Smith, Tanya, Alejo J Nevado-Holgado, Winchester, Laura (2022). Validation of UK Biobank Data for Mental Health Outcomes: A Pilot Study Using Secondary Care Electronic Health Records.

Qiang, Liu, Vaci, Nemanja, Koychev, Ivan, Andrey Kormilitzin, Li, Zhenpeng, Andrea Cipriani (2022). Personalised treatment for cognitive impairment in dementia: development and validation of an artificial intelligence model.

Dan W Joyce, Andrey Kormilitzin, Julia Hamer-Hunt, Tony James, Alejo J Nevado-Holgado, Andrea Cipriani (2021). CHRONOSIG: Digital Triage for Secondary Mental Healthcare using Natural Language Processing - Rationale and Protocol.

Nemanja Vaci, Ivan Koychev, Chi-hun Kim, Andrey Kormilitzin, Qiang, Liu, Christopher Lucas, Azad Dehghan, Goran Nenadic, Alejo J Nevado-Holgado (2021). Real-world effectiveness, its predictors and onset of action of cholinesterase inhibitors and memantine in dementia: retrospective health record study.

Niall Taylor, Lei Sha, Dan W Joyce, Thomas Lukasiewicz, Alejo J Nevado-Holgado, Andrey Kormilitzin (2021). Rationale production to support clinical decision-making.

Namanja Vaci, Qiang, Liu, Andrey Kormilitzin, Franco De Crescenzo, Ayse Kurtulmus, Jade Harvey, Bessie O'Dell, Simeon Innocent, Anneka Tomlinson, Andrea Cipriani, Alejo J Nevado-Holgado (2021). Natural language processing for structuring clinical text data on depression using UK-CRIS.

Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo J Nevado-Holgado (2021). Named entity recognition in electronic health records using transfer learning bootstrapped Neural Networks.

Andrey Kormilitzin, Nemanja Vaci, Liu Qiang, Alejo J Nevado-Holgado (2021). Med7: a transferable clinical natural language processing model for electronic health records.

Sarah M Goodday, Andrey Kormilitzin, Nemanja Vaci, Liu Qiang, Andrea Cipriani, Tanya Smith, Alejo J Nevado-Holgado (2021). Maximizing the use of social and behavioural information from secondary care mental health electronic health records.