Publications

Assessing the value of incorporating a polygenic risk score with non-genetic factors for predicting breast cancer diagnosis in the UK Biobank.

Collister JA. et al, (2024), Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology

Decoding 2.3 Million ECGs: Interpretable Deep Learning for Advancing Cardiovascular Diagnosis and Mortality Risk Stratification

LU L. et al, (2024), European Journal of Digital Health

Mitigating Machine Learning Bias Between High Income and Low-Middle Income Countries for Enhanced Model Fairness and Generalizability

Yang J. et al, (2024)

Assessing the importance of primary care diagnoses in the UK Biobank.

Clifton L. et al, (2024), European journal of epidemiology

Lightweight transformers for clinical natural language processing

Rohanian O. et al, (2024), Natural Language Engineering

A medical multimodal large language model for future pandemics.

Liu F. et al, (2023), NPJ digital medicine, 6

DrugGPT: A Knowledge-Grounded Collaborative Large Language Model for Evidence-based Drug Analysis

Liu F. et al, (2023)

Kidney function, albuminuria, and their modification by genetic factors and risk of incident dementia in UK Biobank.

Yeh T-S. et al, (2023), Alzheimer's research & therapy, 15

Independent external validation of the QRISK3 cardiovascular disease risk prediction model using UK Biobank.

Parsons RE. et al, (2023), Heart (British Cardiac Society)

Combining machine learning with Cox models to identify predictors for incident post-menopausal breast cancer in the UK Biobank.

Liu X. et al, (2023), Scientific reports, 13

Polygenic Risk of Prediabetes, Undiagnosed Diabetes, and Incident Type 2 Diabetes Stratified by Diabetes Risk Factors.

Liu X. et al, (2023), Journal of the Endocrine Society, 7

Incidence of fractures in people with intellectual disabilities over the life course: a retrospective matched cohort study.

Frighi V. et al, (2022), EClinicalMedicine, 52

An independent external validation of the QRISK3 cardiovascular risk prediction model applied to UK Biobank participants

Parsons RE. et al, (2022)

Assessing agreement between different polygenic risk scores in the UK Biobank.

Clifton L. et al, (2022), Scientific reports, 12

Are polygenic risk scores for systolic blood pressure and LDL-cholesterol associated with treatment effectiveness, and clinical outcomes among those on treatment?

Tapela NM. et al, (2022), European journal of preventive cardiology, 29, 925 - 937

Hypertension, a dementia polygenic risk score, APOE genotype, and incident dementia.

Littlejohns TJ. et al, (2022), Alzheimer's & dementia : the journal of the Alzheimer's Association

Speech-in-noise hearing impairment is associated with an increased risk of incident dementia in 82,039 UK Biobank participants.

Stevenson JS. et al, (2022), Alzheimer's & dementia : the journal of the Alzheimer's Association, 18, 445 - 456

Assessing agreement between different polygenic risk scores in the UK Biobank

Clifton L. et al, (2022)

Calculating Polygenic Risk Scores (PRS) in UK Biobank: A Practical Guide for Epidemiologists.

Collister JA. et al, (2022), Frontiers in genetics, 13

Clinical Prediction Models in Epidemiological Studies: Lessons from the Application of QRISK3 to UK Biobank Data

Parsons RE. et al, (2022), Journal of Data Science, 1 - 13

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Publications