[HTML][HTML] Using machine learning algorithms to develop a clinical decision-making tool for COVID-19 inpatients

A Vepa, A Saleem, K Rakhshan… - International journal of …, 2021 - mdpi.com
Background: Within the UK, COVID-19 has contributed towards over 103,000 deaths.
Although multiple risk factors for COVID-19 have been identified, using this data to improve …

[HTML][HTML] Antibiotic prescribing in general medical and surgical specialties: a prospective cohort study

E Charani, E De Barra, TM Rawson, D Gill… - … Resistance & Infection …, 2019 - Springer
Background Qualitative work has described the differences in prescribing practice across
medical and surgical specialties. This study aimed to understand if specialty impacts …

Cholangiocarcinoma miscoding in hepatobiliary centres

S Selvadurai, K Mann, S Mithra, J Bridgewater… - European Journal of …, 2021 - Elsevier
Introduction Cholangiocarcinoma (CCA) are sub-divided into intrahepatic (iCCA) or
extrahepatic (eCCA). eCCA are further subdivided into perihilar (pCCA) and distal (dCCA) …

Identifying cerebral palsy from routinely-collected data in England and Wales

B Carter, C Verity Bennett, J Bethel, HM Jones… - Clinical …, 2019 - Taylor & Francis
Purpose: An observational study using routinely-collected health care data to describe the
extent to which children and young people (CYP) with cerebral palsy (CP) can be identified …

[HTML][HTML] Ophthalmology operation note encoding with open-source machine learning and natural language processing

YM Lee, S Bacchi, C Macri, Y Tan, R Casson… - Ophthalmic …, 2023 - karger.com
Introduction: Accurate assignment of procedural codes has important medico-legal,
academic, and economic purposes for healthcare providers. Procedural coding requires …

Under-coding of dementia and other conditions indicates scope for improved patient management: A longitudinal retrospective study of dementia patients in Australia

K Cappetta, L Lago, J Potter… - Health Information …, 2022 - journals.sagepub.com
Background: Under-coding of dementia during hospitalisation results in an inability to
identify all patients with dementia using hospital administrative data. Clinical coding can be …

Inequity in end‐of‐life care for patients with chronic liver disease in England

H Woodland, RM Buchanan, A Pring… - Liver …, 2023 - Wiley Online Library
Abstract Background and Aims The World Health Assembly recommends integration of
palliative care into treatment of patients with any life‐limiting condition, yet patients with non …

Improving the quality of clinical coding and payments through student doctor–coder collaboration in a tertiary haematology department

S Abdulla, N Simon, K Woodhams… - BMJ Open …, 2020 - bmjopenquality.bmj.com
Hospitals within the UK are paid for services provided by 'Payment-by-Results'. In a system
that rewards productivity, effective collaboration between coders and clinicians is crucial …

From coding to clinical nurse specialist: how a review of coding practice enabled hysteroscopy nurse development

W Harris, K Skuse, C Sharp… - British Journal of …, 2023 - magonlinelibrary.com
Clinical coding, the method by which departments are reimbursed for providing services to
patients, is widely mispractised within the NHS. Improving clinical coding accuracy therefore …

Analysis of potential clinical management issues in unreported mortality data from an Australian health service

SS Qin, J Vinluan, P McCahy - ANZ Journal of Surgery, 2023 - Wiley Online Library
Background We have previously reported incomplete data submission to the Victorian Audit
of Surgical Mortality (VASM) by a large health service. We have further examined the source …