IDProject TitleLead Supervisor(s)Co-supervisor(s)
1Deep Learning for the automated prediction of diabetic retinopathy progressionChristos BergelesTimothy Jackson
2Developing a novel approach for combining OMICs and clinical data for patient stratification in cancerMieke Van HemelrijckShahram Kordasti
3An investigation to explore the morbidity and mortality of prescribed opioids in the UKKim WolffCaroline Copeland
4The immune mechanisms leading to long-COVID: a clinical and cellular studyCarmine M. ParianteFrances Williams, Alessandra Borsini
5Genetic and environmental epidemiology of ageing-related muscle weakeningSimon M HughesNick Dand
6Do lower blood pressure cut-offs in pregnancy identify women at greater risk of adverse maternal and perinatal outcomes?Laura A. MageePeter von Dadelszen
7Blood pressure (BP) variability and pregnancy outcomesLaura A. MageePeter von Dadelszen
8Disentangled knowledge representations for patient stratification in heart failureAndrew KingReza Razavi, Bram Ruijsink, Esther Puyol Anton
9Women's Heart and Pregnancy Outcomes: Modified novel prediction toolsSalma AyisN Kametas
10Applying machine learning techniques to multi-dimensional data to understand the role of mitochondria in complex diseaseAlan Hodgkinson
11A computational approach to study inherited cancer-using genetics to guide predicted outcomesRebecca OakeyCynthia Andoniadou, Louise Izatt
12Social factors as predictors and outcomes of psychological treatment for anxiety and depression: a collaboration between KCL and Ieso Digital HealthThalia EleyEwan Carr
13AI-based image analyses to detect metastatic deposits in lymph node of head and neck patientsAnita GrigoriadisSelvam Thavaraj
14Narcotovigilance: Investigation of narcotic drug-drug/disease interactionsCaroline CopelandOana Cocarascu
15Putting more Data Science in Implementation Science : Novel application of causal analysis methods to implementation science hybrid effectiveness-implementation clinical trialsKimberley GoldsmithNick Sevdalis, Jane Sandall
16Integrating electronic health records and genetics to dissect depression heterogeneity and treatment response Cathryn LewisJonathan Coleman
17Developing and assessing novel remote monitoring technology for adults with attention deficit hyperactivity disorder Jonna KuntsiRichard Dobson
18A life course approach to characterize the immune and inflammatory modulation of the population cancer risk Shahram KordastiAida Santaolalla, Sophia N Karagiannis
19Knowledge graphs for mining the Immune Mediated Inflammatory Disease (IMID) spectrum Mansoor SaqiAngus Roberts
20Investigating the presence of shared genetic and pathophysiological mechanisms between Major Depressive Disorder and Alzheimer's DiseasePetroula ProitsiCathryn Lewis
21Comprehensive genomic analysis and biomarker analysis of primary and recurrent head and neck squamous cell carcinoma from patients treated with immunotherapy Anthony KongAnita Grigoriadis
22Artificial Intelligence for the clinical and therapeutic stratification of psoriasisMagnus LynchCatherine Smith, Satveer Mahil
23New machine learning algorithms for risk stratification in glaucomaCynthia Yu-Wai-ManChristopher Hammond
24Machine Learning Techniques to Predict Deterioration of Patients with Cirrhosis in Hospital WardsMark McPhailZina Ibrahim
25The impact of linguistic bias on models learned from labelled electronic health record textAngus RobertsRina Dutta
26Life Course Impact of Common Conditions Experienced In Childhood on Health Outcomes and CostsIngrid WolfeMarina Soley-Bori, Raghu Lingam
27Identification of older adults at risk of post-discharge medication-related harm: implementation of a prognosic model in electronic health recordsJennifer StevensonAbdel Douiri, Kia-Chong Chua, Graham Davies
28High throughput identification of risk phenotypes and mechanisms of disease deterioration in liver failureMark McPhailZina Ibrahim
29Investigate the use of AI for longitudinal evaluation of prostate cancer patients on active surveillance (AS) Sebastien OurselinVicky Goh, Prokar Dasgupta, Michela Antonelli
30The Digital Twin in Heart Failure towards its optimal longitudinal managementPablo LamataGerald Carr-white
31A multi-omics approach to identify biochemical pathways associated with Alzheimer Disease Petroula ProitsiDaniel Stahl, Cristina Legido-Quigley
32Can clinical decision making in oesophageal pre-cancer surveillance and therapy be automated? A study using natural language processing of gastrointestinal endoscopy reportsAngus RobertsSebastian Zeki,
33A germline variant by somatic mutation (G×M) association study for Clonal HaematopoiesisMohammad Mahdi KarimiEric So
34Use of power of machine learning (ML) to predict and improve medication adherence in patients with cardiovascular disease (CVD)Sophia Tsoka, Mohamed A Alhna, Henry Fok, Albert FerroJohn Weinman
35An artificial intelligence-powered prescribing aid for cardiovascular risk (CVD) prevention Sophia Tsoka, Mohamed A Alhna, Henry Fok, Albert FerroJohn Weinman
36Drivers and Mediators of Parkinson's and Overlap and Related Diseases: Black Box Deconstruction & Rational RebuildSteven GilmourJohn Dobbs, Sylvia Dobbs, André Charlett
37Postnatal care following complicated pregnancy – healthcare utilisation and opportunities for health promotionSara L White, Laura A MageeAngela Flynn, Lucilla Poston, Peter von Dadelszen
38Improving Healthcare for All - Realising Value from Health DataIngrid Wolfe Jeremy Yates
39Improving outcomes for children with long-term conditions using a Learning Health System approachIngrid WolfeElizabeth Cecil
40Digital interventions for early detection and prevention of cardiovascular disease (CVD) through community-primary care partnershipsMariam Molokhia, Seeromanie HardingSalma Ayis, Clare Coultas
41Using machine learning to predict treatment pathways in end stage kidney disease (ESKD)Mariam Molokhia, Katie Vinen, Claire SharpeKathleen Steinhöfel, Dorothea Nitsch
42Towards a better understanding of the natural history of the inherited metabolic liver disease and cardiorespiratory comorbiditiesMariam Molokhia, Richard Thompson Mary Bythell, Steven Hardy, Tamir Rashid
43Mental health consequences of air pollution over the life courseIoannis BakolisHelen Fisher, Ian Mudway
44Bridging the gap between trials of health interventions and impact on patients: generalizing trial findings using electronic case records systemsSabine LandauJohnny Downs
45Trialling personalised treatment recommendations within IAPT services using causal inference and artificial intelligenceSabine LandauJorge Cardoso
46Moving objective measurement of child emotions and behaviours from the lab to real world settingsJohnny DownsPetr Slovak, Oya Celiktutan
47Design, development and validation of wearable system to collect in-situ measurements of mood, anxiety and stress for children aged 6-12 yearsPetr SlovakJohnny Downs, Edmund Sonuga-Barke