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DT4Health: Projects

No.	Project Title	Supervisors
1.	Supporting the creation and maintenance of digital twins of healthcare contexts combining heterogeneous data sources	Steffen Zschaler / Emmanuel Akinluyi
2.	Statistical Learning for Multi-Omics Data in Related Samples and Longitudinal Settings	Davide Pigoli / Mario Falchi
3.	Predictive Modelling of Cardiovascular Disease Using Physics-Informed Neural Networks	Oleg Aslanidi / Adelaide De Vecchi
4.	Digital twins for histopathology toward personalised cancer treatment	Heba Sailem / Claire Wells
5.	Digital Twin for a Multi-Field Controlled Soft Catheter	Matthew Howard / Lucas Lindenroth
6.	Digital Twin of a Scalable & Modular Companion Robot for PICU/NICU patients to address Social Isolation	Oya Celiktutan / Andrew Melbourne
7.	Virtual clinical trial populations in motor neuron disease	Ammar Al-Chalabi/ Alfredo Iacoangeli
8.	Fast and Reliable Machine Learning-Based Uncertainty Quantification for Personalized Cardiac Modelling	Marina Riabiz / Martin Bishop
9.	Trustworthy Digital Twins -Maintaining Arguments of Trust for Computational Models of the Heart	Oleg Aslanidi / Steffen Zschaler
10.	Causal Discovery for Large-Scale Analysis of Patient Trajectories from Health Data	Yu Luo / David Watson
11.	Simulation and Deep Learning Approach to Enhance Substrate Ablation of Ventricular Tachycardia	Martin Bishop / Magdi Saba
12.	In silico modelling of monocyte and macrophage molecular regulation in ageing and chronic disease	David Watson / Robert Knight
13.	UAMHE: Urban Atmosphere and Mental Health Effects	Hector Menendez / Yijing Li
14.	Continuous mechanistic modelling of dynamic brain activity in neuropsychiatric disorders	Emma Robinson / Robert Leech
15.	Cardiovascular Digital Twin for the Management of Valvular Heart Disease	Jack Lee / Tiffany Patterson
16.	Mechanistic Modelling and Gaussian Process Emulation for Improving Risk Prediction for Aortic Coarctation in Congenital Heart Diseases	Adelaide de Vecchi / David F A Lloyd
17.	Shared Assistance in Locomotion for Lower-Limb Wearable Robots	Letizia Gionfrida / Irene Di Giulio

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DT4Health@kcl.ac.uk