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Scottish Safe Haven Network

Introduction

Data Custodians(5)

Public Health Scotland

Datasets (47)

Data Uses (85)

Analysis Scripts & Software (1)

Publications (0)

Collections (4)

DataLoch

Datasets (12)

Data Uses (94)

Analysis Scripts & Software (0)

Publications (1)

Collections (3)

Health Informatics Centre - University of Dundee

Datasets (31)

Data Uses (9)

Analysis Scripts & Software (0)

Publications (1)

Collections (4)

West of Scotland Safe Haven

Datasets (11)

Data Uses (1)

Analysis Scripts & Software (0)

Publications (0)

Collections (2)

Grampian Data Safe Haven (DaSH) - University of Aberdeen

Datasets (2)

Data Uses (0)

Analysis Scripts & Software (0)

Publications (0)

Collections (2)

Datasets(103)

Brain Health - National Records of Scotland (NRS) - Deaths Data Public Health Scotland

Dataset population size: 350,505

Health and disease

Brain Health - Outpatient Appointments and Attendances - SMR00 Public Health Scotland

Dataset population size: 820,959

Health and disease

Brain Health - Scotland Accident and Emergency Public Health Scotland

Dataset population size: 728,794

Health and disease

Child Health Systems Programme - School Public Health Scotland

Dataset population size: Unknown

Health and disease

Congenital Conditions and Rare Diseases Registration and Information Service for Scotland - (CARDRISS)Public Health Scotland

Dataset population size: Unknown

Health and disease

COVID-19 Tests Public Health Scotland

Dataset population size: Unknown

Health and disease

COVID19 in Pregnancy in Scotland (COPS)Public Health Scotland

Dataset population size: Unknown

Health and disease

General Acute Inpatient and Day Case - Scottish Morbidity Record (SMR01)Public Health Scotland

Dataset population size: 5,500,000

Health and disease

National Records of Scotland (NRS) Births Data Public Health Scotland

Dataset population size: 2,355,051

Health and disease

National Records of Scotland (NRS) Deaths Data Public Health Scotland

Dataset population size: 2,500,000

Health and disease

Outpatient Appointments and Attendances - Scottish Morbidity Record (SMR00)Public Health Scotland

Dataset population size: 5,500,000

Health and disease

Prescribing Information System (PIS)Public Health Scotland

Dataset population size: 5,500,000

Health and disease

RAPID (Hospital Stay Level Data)Public Health Scotland

Dataset population size: Unknown

Health and disease

SARS-CoV-2 viral sequencing data (COG-UK data) - Lineage/Variant Data - Scotland Public Health Scotland

Dataset population size: Unknown

Health and disease

Scottish Birth Record (SBR)Public Health Scotland

Dataset population size: Unknown

Health and disease

Scottish Covid-19 Vaccination Data Public Health Scotland

Dataset population size: Unknown

Health and disease

Scottish Health Survey (SHeS)Public Health Scotland

Dataset population size: Unknown

Lifestyle, Socioeconomic

Scottish Immunisation Recall System (SIRS)Public Health Scotland

Dataset population size: 53,000

Health and disease

Scottish Linked Congenital Conditions Dataset (SLiCCD)Public Health Scotland

Dataset population size: Unknown

Health and disease, Registry

Scottish Linked Pregnancy and Baby Dataset (SLiPBD)Public Health Scotland

Dataset population size: Unknown

Health and disease

Scottish Medical Imaging (SMI) Research Dataset Public Health Scotland

Dataset population size: Unknown

Health and disease

Scottish Stillbirth and Infant Death Survey Public Health Scotland

Dataset population size: Unknown

Health and disease

Scottish Trauma Audit Group (STAG)Public Health Scotland

Dataset population size: Unknown

Registry

SICSAG Daily (Scottish Intensive Care Audit Group)Public Health Scotland

Dataset population size: Unknown

Health and disease

Social Care (Source)Public Health Scotland

Dataset population size: Unknown

Health and disease, Treatments/Interventions

Unscheduled Care Data Mart Public Health Scotland

Dataset population size: Unknown

Health and disease

Brain Health - General Acute Inpatient and Day Case - Scottish Morbidity Record (SMR01)Public Health Scotland

Dataset population size: 784,200

Health and disease

Brain Health - Scottish Cancer Registry (SMR06)Public Health Scotland

Dataset population size: 219,396

Health and disease

Mental Health Inpatient and Day Case - Scottish Morbidity Record (SMR04)Public Health Scotland

Dataset population size: 600,000

Health and disease

Child Health Systems Programme - 6-8week review Public Health Scotland

Dataset population size: Unknown

Health and disease

Child Health Systems Programme - First Visit Public Health Scotland

Dataset population size: Unknown

Health and disease

Hospital Electronic Prescribing and Medicines Administration System (HEPMA)Public Health Scotland

Dataset population size: Unknown

Health and disease

Brain Health - Prescribing Information System (PIS)Public Health Scotland

Dataset population size: 818,360

Health and disease

Child Health Systems Programme - 13-15 Month Review Public Health Scotland

Dataset population size: Unknown

Health and disease

Child Health Systems Programme - 27-30 Months Review Public Health Scotland

Dataset population size: Unknown

Health and disease

Child Health Systems Programme - 4-5 year review Public Health Scotland

Dataset population size: Unknown

Health and disease

GP Out of Hours Public Health Scotland

Dataset population size: Unknown

Health and disease

Health and Care Experience Survey Public Health Scotland

Dataset population size: Unknown

Health and disease

Maternity Inpatient and Day Case - Scottish Morbidity Record (SMR02)Public Health Scotland

Dataset population size: 4,500,000

Health and disease

National Records of Scotland (NRS) - Stillbirth Data Public Health Scotland

Dataset population size: Unknown

Health and disease

Scotland Accident and Emergency Public Health Scotland

Dataset population size: 5,500,000

Health and disease

Scottish Cancer Registry - Scottish Morbidity Record (SMR06)Public Health Scotland

Dataset population size: 5,500,000

Health and disease

Vaccinations Public Health Scotland

Dataset population size: Unknown

Health and disease

Brain Health - Mental Health Inpatient and Day Case - Scottish Morbidity Record (SMR04)Public Health Scotland

Dataset population size: 62,080

Health and disease

SICSAG Episodes (Scottish Intensive Care Audit Group)Public Health Scotland

Dataset population size: Unknown

Health and disease

Medicines in Acute and Chronic Care Scotland (MACCS)Public Health Scotland

Dataset population size: 5,500,000

Health and disease, Measurements/Tests, Treatments/Interventions

OMOP linked dataset Public Health Scotland

Dataset population size: 11,000,000

Health and disease, Treatments/Interventions, Measurements/Tests

Prescribing Health Informatics Centre - University of Dundee

Dataset population size: 1,431,000

Health and disease

Tayside Pathology Health Informatics Centre - University of Dundee

Dataset population size: 330,000

Health and disease

Covid 19 Accident and Emergency Statistics Health Informatics Centre - University of Dundee

Dataset population size: 378,367

Health and disease

Unscheduled Care Health Informatics Centre - University of Dundee

Dataset population size: 275,098

Health and disease

Deaths – Date of Death Health Informatics Centre - University of Dundee

Dataset population size: 2,507,000

Health and disease

NHS Tayside and Fife Biochemistry Health Informatics Centre - University of Dundee

Dataset population size: 1,131,000

Health and disease

Tayside Bowel Screening Dataset Health Informatics Centre - University of Dundee

Dataset population size: 158,000

Health and disease

Tayside Microbiology Lab Health Informatics Centre - University of Dundee

Dataset population size: 514,000

Health and disease

Covid-19 Tests Health Informatics Centre - University of Dundee

Dataset population size: 20,058

Health and disease

Deaths – National Records Scotland Health Informatics Centre - University of Dundee

Dataset population size: 734,000

Health and disease

NHS Tayside - A&E drugs given during an A&E visit Health Informatics Centre - University of Dundee

Dataset population size: 92,000

Health and disease

NHS Tayside A&E, Diagnosis During A&E visit Health Informatics Centre - University of Dundee

Dataset population size: 378,000

Health and disease

CRIS Health Informatics Centre - University of Dundee

Dataset population size: 858,541

Health and disease

Fife Microbiology Lab Health Informatics Centre - University of Dundee

Dataset population size: 129,000

Health and disease

SAS(Scottish Ambulance Service) Hypoglycemic Health Informatics Centre - University of Dundee

Dataset population size: 22,300

Health and disease

MATCH Health Informatics Centre - University of Dundee

Dataset population size: 2,036

Health and disease

Renal Register – PHS National Dataset Health Informatics Centre - University of Dundee

Dataset population size: 2,800

Health and disease

Tayside & Fife Radiology Health Informatics Centre - University of Dundee

Dataset population size: 858,000

Health and disease

Tayside & Fife Diabetes – Summary and a range of diabetes related datasets.Health Informatics Centre - University of Dundee

Dataset population size: 106,000

Health and disease

Demography Health Informatics Centre - University of Dundee

Dataset population size: 11,707,500

Health and disease

SIMD Health Informatics Centre - University of Dundee

Dataset population size: Unknown

Health and disease

Lighthouse Health Informatics Centre - University of Dundee

Dataset population size: 110,088

Health and disease

NHS Tayside and Fife Accident & Emergency Dataset (PHS/National)Health Informatics Centre - University of Dundee

Dataset population size: 739,000

Health and disease

NHS Tayside and Fife Immunology Health Informatics Centre - University of Dundee

Dataset population size: 385,000

Health and disease

Walker Study Data Health Informatics Centre - University of Dundee

Dataset population size: 49,000

Health and disease

NHS Tayside Virology Health Informatics Centre - University of Dundee

Dataset population size: 341,000

Health and disease

NHS Tayside and Fife Haematology Health Informatics Centre - University of Dundee

Dataset population size: 981,000

Health and disease

ECHO Health Informatics Centre - University of Dundee

Dataset population size: 47,091

Health and disease

SHARE Health Informatics Centre - University of Dundee

Dataset population size: 275,098

Health and disease

SCI Diabetes Health Informatics Centre - University of Dundee

Dataset population size: 112,514

Health and disease

Follow-COVID Health Informatics Centre - University of Dundee

Dataset population size: 110

Health and disease

NHS Lothian Lab Results DataLoch

Dataset population size: Unknown

Health and disease

DataLoch Core DataLoch

Dataset population size: 800,000

Health and disease

Edinburgh Ovarian Cancer Database DataLoch

Dataset population size: 4,943

Health and disease

NHS Lothian Secondary Care - Patient Management System extracts DataLoch

Dataset population size: 2,600,000

Health and disease

South East Scotland Cancer Database - Core Oncology Dataset DataLoch

Dataset population size: 163,788

Health and disease

Lothian Primary and Secondary Care with Phenotypes DataLoch

Dataset population size: Unknown

Health and disease

NHS Lothian GP data DataLoch

Dataset population size: 1,900,000

Health and disease

NHS Lothian Critical Care DataLoch

Dataset population size: Unknown

Health and disease

Deaths - National Records of Scotland DataLoch

Dataset population size: Unknown

Health and disease

Lothian Community Prescribing DataLoch

Dataset population size: Unknown

Health and disease

DataLoch Respiratory DataLoch

Dataset population size: 177,700

Health and disease

NHS Lothian Secondary Care - Lothian extract from Scottish Morbidity Records DataLoch

Dataset population size: Unknown

Health and disease

Aberdeen Maternity and Neonatal Databank (AMND)Grampian Data Safe Haven (DaSH) - University of Aberdeen

Dataset population size: 193,886

Health and disease

The Aberdeen Children of the 1950's (ACONF)Grampian Data Safe Haven (DaSH) - University of Aberdeen

Dataset population size: 12,150

Health and disease

NHS Greater Glasgow and Clyde Demographics West of Scotland Safe Haven

Dataset population size: 2,348,066

Health and disease

NHS Greater Glasgow and Clyde Laboratory Tests West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Ethnicity West of Scotland Safe Haven

Dataset population size: 2,348,066

Health and disease

NHS Greater Glasgow and Clyde Radiology West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Deaths West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Prescribing West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Inpatient West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde BMI West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Outpatient West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Intellectual Disability and Pain West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

NHS Greater Glasgow and Clyde Diabetes West of Scotland Safe Haven

Dataset population size: Unknown

Health and disease

Data Uses(179)

A diagnostic test to improve surveillance and care of COVID-19 patients (COVIRNA)DataLoch

University of Edinburgh

Plasma elastase and severity of COVID19 disease DataLoch

NHS Lothian

Utilisation and value of procalcitonin testing in NHS Lothian patients during the COVID-19 pandemic DataLoch

NHS Lothian

Understanding the impact of frailty on the diagnosis, management and outcomes of hospitalised patients with COVID-19 DataLoch

University of Edinburgh

Utilisation and value of procalcitonin testing in NHS Lothian patients during COVID-19 pandemic DataLoch

NHS Lothian

Data-Driven Innovation for Frailty Collaborative Projects in Primary Care DataLoch

University of Edinburgh

Cancer Treatment Summaries – Head and Neck Cancer (NHS Lothian)DataLoch

Innovative Healthcare Delivery Programme

Clinical characteristics and treatment patterns of early breast cancer patients in Scotland DataLoch

NHS Lothian

Direct and indirect effects of COVID-19 on acute cardiac care DataLoch

University of Edinburgh

Regular reports on COVID-19 cases admitted to NHSL secondary care to support regional research strategy DataLoch

University of Edinburgh

Diagnostic performance of the combined nasal and throat swab for COVID-19 DataLoch

University of Edinburgh

Prevalence, clinical characteristics and outcomes of patients with COVID-19 and acute or chronic renal impairment: a regional, observational data linkage cohort study DataLoch

University of Edinburgh

A multi-disciplinary virtual or one-stop clinic for post-COVID patients DataLoch

NHS Lothian

Clinical characteristics and outcomes in consecutive hospitalised COVID-19 patients within South East Scotland: a multi-centre cohort study DataLoch

NHS Lothian

Scottish Index of Multiple Deprivation (SIMD) in hospitalised COVID-19 patients: descriptive epidemiological analysis and prospective, multi-centre, observational cohort study DataLoch

NHS Lothian

Assessment of the benefit of adding COVID-19 serology testing on admission to try and optimise the diagnosis of COVID-19 - serology test evaluation DataLoch

NHS Lothian

Assessment of the benefit of adding COVID-19 serology testing on admission to try and optimise the diagnosis of COVID-19 - serology testing on admission DataLoch

NHS Lothian

Myocardial Injury in elective Coronary Angiography (MICA)DataLoch

University of Edinburgh

Data-driven personalised recovery care pathways after COVID-19 DataLoch

University of Edinburgh

Rehabilitation for patients with COVID-19 admitted to hospital: predictors and outcomes DataLoch

University of Edinburgh

Characteristics of small airways disease in patients following COVID pneumonia – multi-dimensional clinical, radiological, immunological and microbiological characterization to reveal potential mechanisms of disease.Public Health Scotland

University of Leicester

RECOVERY (Randomised Evaluation of Covid 19 Therapy)Public Health Scotland

University of Oxford

Covid-19: Prehospital identification and management of people presenting to the ambulance service Public Health Scotland

University of Stirling

Community based COVID-19 mortality Public Health Scotland

Napier University

Investigating socioeconomic, household and environmental risk factors for COVID-19 in Scotland Public Health Scotland

University of Glasgow

Association of lifestyle factors and pre-existing medical conditions with perinatal, childhood and maternal out_x0002_comes - a population-based linkage study Public Health Scotland

University of Glasgow

Air Pollution, housing and respiratory tract Infections in Children: National birth Cohort study (PICNIC) – Scotland Public Health Scotland

University College London

Health, death, and cancers in people with learning disabilities and people with autism.Public Health Scotland

University of Glasgow

Analysis of clinical features and outcome of infections with variant of concern within the ISARIC4C (Co-CIN) dataset Public Health Scotland

University of Liverpool

Data extraction to inform Scottish COVID-19 Response Consortium: epidemiological modelling and Data-driven now-casting & forecasting of health-care resource requirements associated with COVID-19 Public Health Scotland

University of Edinburgh

UK Biobank prospective cohort – longitudinal follow-up through linkage to health-related records Public Health Scotland

UK Biobank

Blood biomarkers of neuronal injury post coronavirus infection Public Health Scotland

University of Oxford

The Scotland Coronavirus Model (Regression Modelling)Public Health Scotland

Scottish Government

ISARIC4C Long COVID follow up Public Health Scotland

University of Glasgow

Ambulance call-outs for psychiatric emergencies during the COVID-19 pandemic Public Health Scotland

University of Stirling

Clarity IBD Public Health Scotland

Royal Devon and Exeter NHS Foundation Trust

Neurological associations of COVID-19: a descriptive and predictive analysis Public Health Scotland

University of Liverpool

Early Assessment of COVID-19 epidemiology and Vaccine/anti-viral Effectiveness (EAVE II)Public Health Scotland

Public Health Scotland, University of Edinburgh

A clustering analysis of ISARIC4C clinical (Tier 0) and biological (Tier 2) data Public Health Scotland

University of Edinburgh

Early pandemic evaluation and enhanced surveillance of COVID-19 (EAVE II): additional analysis of ethnic inequalities Public Health Scotland

University of Glasgow

Prevalence and impact of pulmonary vascular complications of COVID-19 in PHOSP-COVID Public Health Scotland

University of Cambridge

COVID-19 Infection and Subsequent thromboembolic events Public Health Scotland

University of Glasgow

Plasma steroid profile following infection with SARS-CoV-2 Public Health Scotland

University of Edinburgh

Generation Scotland Public Health Scotland

University of Edinburgh

COVID-19 Clinical Information Network (CO-CIN) (ISARIC)Public Health Scotland

University of Liverpool

The Scotland Coronavirus Model (SCoVMod)Public Health Scotland

University of Edinburgh

Evaluating the kinetics, persistence and prevalence of cell-mediated immunity in COVID-19 Public Health Scotland

University of Leicester

Identifying risk factors for stroke and development of a risk prediction model for stroke following hospitalisation with COVID-19 Public Health Scotland

University of Liverpool

Deaths at home during COVID-19 in 2020 in Scotland Public Health Scotland

Napier University

Cardiac complication in COVID-19: associated characteristics, time-course and clinical significance Public Health Scotland

University of Glasgow

COVID-19 in pregnancy Public Health Scotland

University of Edinburgh

Investigation of an association between clonal haematopoiesis and severe Covid-19 disease Public Health Scotland

University of Cambridge

Integrative analysis of viral variants and host factors in relation to COVID-19 disease outcomes Public Health Scotland

University of Cambridge

HEAL-COVID Public Health Scotland

University of Edinburgh

Measurement of blood viral load and prediction of persistent disease Public Health Scotland

University of Leicester

Evaluation of S/F94 as a proxy for Covid-19 severity Public Health Scotland

University of Edinburgh

16S microbiomics of PHOSP COVID patient sputum and oral rinse samples Public Health Scotland

University of Dundee

Recovery for COVID-19 Public Health Scotland

University of Leicester

Clinical Stratification of COVID-19 Patient's Genomic Data Public Health Scotland

University of Edinburgh

Evaluation of peripheral blood count markers in covid 19 pneumonia Public Health Scotland

University of Edinburgh

CVD-COVID-UK Public Health Scotland

Health Data Research UK

Multi-omics characterisation of patients with persistent breathlessness post COVID-19 hospitalisation Public Health Scotland

University of Leicester

Longitudinal immune responses to SARS-CoV-2 in recovered hospitalised patients Public Health Scotland

University of Liverpool

Generation of autoantibodies in SARS-COV-2 infection Public Health Scotland

University of Birmingham

Analysis of linked PHOSP and IAPT data sets Public Health Scotland

Oxford Health NHS Foundation Trust

Carehomes Analysis Public Health Scotland

Scottish Government

Characterisation of COVID-19 outcomes in a high-risk cohort: Assessment of background levels of autoantibodies as a prognostic marker for severe COVID-19 infection.Public Health Scotland

University of Dundee

Humoral Immune Correlates for COVID19: Defining protective Ab responses and critical readouts for Clinical Trials of Vaccines and Therapeutics Public Health Scotland

Royal Papworth Hospital NHS Foundation Trust

Acute kidney injury in adults hospitalised with Covid-19: Identification of risk factors and study of outcomes Public Health Scotland

University of Glasgow

Are people with multiple long-term conditions at greater risk of poorer outcomes as a result of contracting COVID-19?Public Health Scotland

University of Leicester

UKILD-Post COVID: understanding the burden of interstitial lung disease in long COVID Public Health Scotland

Imperial College London

How can NCS healthcare data be connected with wastewater surveillance of COVID-19 in a privacy-preserving fashion to inform epidemiological models and democratise data access?Public Health Scotland

Imperial College London

Circadian disruption in PHOSP Public Health Scotland

University of Manchester

Defining and understanding the longer-term effects of COVID-19: A mixed methods study exploring the frequency, nature, and impact of 'long COVID' in the Scottish population Public Health Scotland

University of Glasgow

Prevalence and associations of fatigue after hospitalisation for COVID-19 Public Health Scotland

King's College London

PHOSP working group parent study Public Health Scotland

Imperial College London

CovPall-Connect. Evaluation of the COVID-19 pandemic response in palliative and end of life care: Connecting to boost impact and data assets Public Health Scotland

King's College London

Investigating the long-term consequences for patients with airways disease following hospital treatment for COVID-19 Public Health Scotland

University of Edinburgh

Diabetes in hospitalised COVID-19 patients Public Health Scotland

University of Leicester

Sarcopenia and frailty in patients discharged from hospital following COVID-19 Public Health Scotland

University of Leicester

Accelerometer-assessed physical behaviours in individuals following discharge from hospital with COVID-19: A descriptive study Public Health Scotland

University of Leicester

Wastewater surveillance project (N-Wesp)Public Health Scotland

University of Edinburgh

National Burden of Paediatric COVID-19 Public Health Scotland

University of Edinburgh

Understanding common mental disorders in patients discharge from hospital having survived COVID Public Health Scotland

University of Leicester

PHOSP Autoantibodies and RNA sequence Public Health Scotland

University of Cambridge

C-MORE study Public Health Scotland

University of Oxford

The potential benefits of remdesivir in averting and/or attenuating the neuro-psychiatric sequelae of COVID-19 in a real-world setting Public Health Scotland

University of Southampton

Prevalence of self-reported audio-vestibular symptoms in hospitalised COVID-19 adults Public Health Scotland

University of Nottingham

PHOSP Thoracic Imaging Public Health Scotland

University College London

UK evaluation of NHS support post-hospitalisation for COVID19 to inform service development and achieve holistic, integrated, equitable and cost-effective services (PHOSP-HSR)Public Health Scotland

London School of Hygiene and Tropical Medicine

COgnitiVe, Imaging, and Deep phenotyping of post-COVID brain fog (COVID Fog)Public Health Scotland

University of Oxford

Characteristics and outcomes of high-risk COVID-19 patients treated with Sotrovimab, oral anti-virals, or no treatment in Scotland Public Health Scotland

University of Edinburgh

Management and clinical outcomes of patients with COVID-19 on oral anticoagulation before hospital admission Public Health Scotland

University of Liverpool

COVID-19 in Pregnancy in Scotland (COPS)Public Health Scotland

University of Edinburgh & Public Health Scotland

Foundational and other evidence base supported biomarkers in PHOSP Public Health Scotland

University of Glasgow

Multi-omics to determine long term biomarkers of COVID infection Public Health Scotland

University of Manchester

Olink 2 Public Health Scotland

University of Leicester

UK-REACH: United Kingdom Research Study into Ethnicity And COVID-19 outcomes in Healthcare workers Public Health Scotland

University of Leicester

Voice, Swallow, Communication and Cognitive impacts of Covid 19 after hospitalisation Public Health Scotland

University Hospitals Birmingham NHS Foundation Trust

Relation of pre-existing cardiovascular disease to symptom and functional recovery in hospitalised patients with COVID-19 Public Health Scotland

University of Leicester

A quantitative evaluation of COVID-19 testing in the health care sector in England Public Health Scotland

University of Oxford

COVIDENCE UK Public Health Scotland

Queen Mary University of London

Impact of COVID-19 pandemic on Scottish Congenital Heart Population Public Health Scotland

University of Glasgow

SARS-CoV-2 mutations and vaccination effectiveness Public Health Scotland

University of Glasgow

The Platform Adaptive trial of NOvel antiviRals for eArly treatMent of COVID-19 In the Community (PANORAMIC)Public Health Scotland

University of Oxford

Better ascertainment of geriatric syndromes in electronic health records using natural language processing: the pilot DataLoch

University of Edinburgh

Performance of a frailty index derived from routine electronic patient records of hospitalised older adults DataLoch

University of Edinburgh

Personalised care for older patients with myocardial infarction (MiRisk)DataLoch

University of Edinburgh

Data driven innovation for chronic obstructive pulmonary disease DataLoch

NHS Lothian

Testing over 70s on admission to hospital for COVID-19 DataLoch

NHS Lothian

Understanding and predicting mortality and significant events in later life using routinely collected data DataLoch

University of Edinburgh

A comparison of English and Scottish electronic frailty index measures DataLoch

University of Edinburgh

An evaluation of administration of Antenatal Corticosteroids (ACS) before planned Caesarean section at early term (<39 weeks gestation)DataLoch

University of Edinburgh

Enabling regional, rapid acute admissions data flows to support vaccine safety and vaccine effectiveness research DataLoch

University of Edinburgh

Describing the clinical characteristics, treatment patterns and outcomes in early breast cancer patients at high risk of recurrence using real-world data DataLoch

University of Edinburgh

Artificial Intelligence and Multimorbidity: Clustering in Individuals, Space and Clinical Context (AIM-CISC) – Hospital Pathways Analysis DataLoch

University of Edinburgh

Evaluation of the effectiveness and safety of early rule out pathways for acute myocardial infarction across the United Kingdom DataLoch

University of Edinburgh

Quality of Life after Brain Tumour Diagnosis DataLoch

University of Edinburgh

MyDiabetes Inpatient Management (MyDIM); improving hospital management of diabetes through design and testing of a data-driven decision support tool DataLoch

NHS Lothian

Treatment Patterns and Outcomes in advanced breast cancer - a Cancer Centre cohort study in collaboration with DATA-CAN DataLoch

University of Edinburgh

Risk assessment and treatment of patients with coronary heart disease DataLoch

University of Edinburgh

Defining multimorbidity in emergency department attendees and its impact on care processes, pathways and outcomes DataLoch

University of Edinburgh

What can routine health data tell us about the need for unplanned emergency department and hospital care over winter?DataLoch

University of Edinburgh

Radiological imaging in patients tested for COVID-19 DataLoch

University of Edinburgh

Energy poverty: How does the home influence the risk and recovery of childhood respiratory infections?DataLoch

University of Edinburgh

UPRN seeding in CHI-addresses DataLoch

University of Edinburgh

Delirium, multimorbidity, and outcomes in acutely hospitalised patients DataLoch

University of Edinburgh

Delirium as an acute brain injury in hospital inpatients: can clinical features and biomarkers predict outcomes?DataLoch

University of Edinburgh

Investigating the regularity of collection of inhaled corticosteroids (ICS) in adults vs children DataLoch

University of Edinburgh

Developing an artificial intelligence tool for dementia risk from routine healthcare data DataLoch

University of Edinburgh

Hepatitis outbreak response DataLoch

University of Edinburgh

Survival extrapolation use case - an OMOP study using the SESCD cancer database DataLoch

University of Edinburgh

Acute Appendicitis In The COVID-19 Era. Management, Outcomes, And Recurrence DataLoch

University of Edinburgh

Understanding the breathlessness clinical pathway and identifying variations and predictors of clinical outcomes DataLoch

University of Edinburgh

Prospective validation of the CoDE-HF algorithm for the diagnosis of acute heart failure (ProVa CoDE-HF)DataLoch

University of Edinburgh

Data-Driven Innovation multi-morbidity report for partner GPs DataLoch

University of Edinburgh

Diabetes and in-hospital mortality in different waves of the Covid-19 pandemic DataLoch

University of Edinburgh

The impact of kidney function on the safety and effectiveness of oral anticoagulants in patients with non-valvular atrial fibrillation DataLoch

University of Edinburgh

Predicting rehabilitation needs and trajectories in older patients DataLoch

University of Edinburgh

External validation of a prediction model estimating the risk of Caesarean Section following induction of labour with an unfavourable cervix DataLoch

NHS Lothian

Understanding and predicting outcomes for patients with hip fracture DataLoch

Red Star

Trial of switching high-sensitivity cardiac troponin assays in suspected acute coronary syndrome: a prospective cohort study (TWITCH)DataLoch

University of Edinburgh

Cause of death in a Lothian population with Parkinson’s disease: Relating it to length and stage of disease and co-morbidities DataLoch

NHS Lothian

Long-term outcomes in cancer survivors DataLoch

University of Edinburgh

Detecting Cancer Early DataLoch

University of Edinburgh

Cardiovascular complications of COVID-19 DataLoch

University of Edinburgh

Validation of a national data linkage approach to understand morbidity and mortality after aortic surgery DataLoch

NHS Lothian

Artificial Intelligence in Acute Cardiac Care (AI-ACC)DataLoch

University of Edinburgh

Impact of frailty on the disease profile of inflammatory bowel diseases (IBD)DataLoch

NHS Lothian

Trial of switching high-sensitivity cardiac troponin assays in suspected acute coronary syndrome: an interrupted time series analysis (TWITCH-ED study)DataLoch

University of Edinburgh

Risk factors and outcome for stroke due to intracerebral haemorrhage: community-based study DataLoch

University of Edinburgh

Is heavy menstrual bleeding an early predictor for future cardiovascular events?DataLoch

University of Edinburgh

Using Routinely Collected Data to Detect Antimicrobial-Induced Liver Injury DataLoch

University of Edinburgh

Practical application of Outcomes-Based Pricing in Scotland: a retrospective data quality and feasibility study in Non-Hodgkin’s Lymphoma DataLoch

University of Edinburgh

Remote Asthma Management Service DataLoch

NHS Lothian

Sepsis identification DataLoch

NHS Lothian

Health and Social Care Partnership Frailty and Multimorbidity Analysis DataLoch

University of Edinburgh

Epidemiology of human metapneumovirus associated respiratory tract infections DataLoch

University of Edinburgh

Predicting Respiratory Exacerbations in Primary Care DataLoch

University of Edinburgh

Linked healthcare data to determine outcomes for patients referred to rapid access chest pain service DataLoch

University of Edinburgh

The effect of zoster vaccination on cardiovascular and neurodegenerative disease DataLoch

Stanford University

Improving multimorbidity acute care using data analytics DataLoch

NHS Lothian

RedUcing risk of stroke and demeNtia in patients with COVert cERebrovascular disease: a pilot and development study (UNCOVER)DataLoch

University of Edinburgh

A six-month audit on the implementation of Group A Streptococcus PCR test in NHS Lothian DataLoch

NHS Lothian

Trends in cardiac troponin use in children and young adults: observational cohort study DataLoch

University of Edinburgh

Defining multimorbidity in critical care admissions and its impact on care processes, care transitions and outcomes DataLoch

University of Edinburgh

Deriving depression and treatment response phenotypes in electronic health records DataLoch

University of Edinburgh

Lothian Observatory for Cardiovascular Impact of Telemonitoring study (LOCIT)DataLoch

Edinburgh Napier University

Severe mental illness and monitoring of cardiovascular risk factors DataLoch

University of Edinburgh

Inequalities in asthma care and outcomes in Scotland: 12-year cohort study DataLoch

University of Edinburgh

Investigating RSV infection in children and its association with asthma development DataLoch

University of Edinburgh

Frailty changes in the pre-pandemic and periods in Scotland: retrospective cohort analysis of longitudinal data DataLoch

University of Manchester

Risk assessment and preventative treatment of individuals without cardiovascular disease DataLoch

University of Edinburgh

Socio-economic status, body mass index and incident type 2 diabetes DataLoch

University of Edinburgh

SteatoSITE DataLoch

University of Edinburgh

Adverse drug events in people with multimorbidity, polypharmacy and frailty DataLoch

University of Edinburgh

Safety and real-world effectiveness of advanced treatments used in rheumatology and bone disease DataLoch

University of Edinburgh

Uncovering Risk Factors, Disease Subgroups, and the Life-Long Health Impacts of Myalgic Encephalomyelitis DataLoch

University of Edinburgh

COPD risk prediction tool evaluation DataLoch

NHS Lothian

Associated analysis scripts & software(1)

Federated Data Sharing Appliance (FDSA)Alzheimer’s Disease Data Initiative

Eoghan Forde

Associated publications(2)

Comparative effectiveness of the BNT162b2 and ChAdOx1 vaccines against Covid-19 in people over 50.

Xie J, Feng S, Li X, Gea-Mallorquí E, Prats-Uribe A, Prieto-Alhambra D.

A Harmonised Approach to Curating Research-Ready Datasets for Asthma, Chronic Obstructive Pulmonary Disease (COPD) and Interstitial Lung Disease (ILD) in England, Wales and Scotland Using Clinical Practice Research Datalink (CPRD), Secure Anonymised Information Linkage (SAIL) Databank and DataLoch.Health Data Research UK

Hatam S, Scully ST, Cook S, Evans HT, Hume A, Kallis C, Farr I, Orton C, Sheikh A, Quint JK.

Collections(5)

HIC - Health Informatics Centre, University of Dundee

DataLoch

West of Scotland Safe Haven

NEURii

Scottish Brain Health Collection

Associated collections(8)

Alleviate

Inflammation and Immunity

Alzheimer's Disease Data Initiative - Data Pilots

Dementia Trials Accelerator

Cancer Data-Driven Detection (CD3) Programme

UK Population Cohort Directory

Research Study Cohorts on the Gateway

Scottish National Safe Haven