09:30 to 10:00 | Registration, Tea and Coffee | |||
10:00 to 10:15 | Welcome and Introduction |
John Aston (University of Cambridge), (Cambridge Mathematics of Information in Healthcare) Carola-Bibiane Schönlieb (University of Cambridge), (Cambridge Mathematics of Information in Healthcare) |
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Session 1: (Chair: Carola-Bibiane Schönlieb (Cambridge Mathematics of Information in Healthcare)) | 10:15 to 10:45 | CHIMERA: Collaborative Healthcare Innovation through Mathematics, Engineering and AI. | Nick Ovenden (University College London) | |
10:45 to 11:15 | EPSRC Hub in Quantitative Modelling in Healthcare: Research and Partnerships Activity | Krasimira Tsaneva-Atanasova (EPSRC Hub for Quantitative Modelling in Healthcare, University of Exeter) | ||
11:15 to 11:45 | Emulation and Uncertainty Quantification in Cardiac Modelling | Hao Gao (SofTMech - University of Glasgow) | ||
11:45 to 12:00 | Tea and Coffee Break | |||
Session 2: Elevator Pitches (Chair: John Aston (Cambridge Mathematics of Information in Healthcare)) | 12:00 to 12:05 | Unravelling Heterogeneity in Ovarian Cancer through Image-Directed Interventions | Maria Delgado-Ortet (University of Cambridge) | |
12:05 to 12:10 | Investigating Bias in Full Blood Count Data | Daniel Kreuter (University of Cambridge) | ||
12:10 to 12:15 | Can we Predict the Severity of COVID-19 Using Full Blood Counts? | Samuel Tull (University of Cambridge) | ||
12:15 to 12:20 | Multi-Modal Hypergraph Diffusion Networks for Alzheimer Classification | Angelica I. Aviles-Rivero (University of Cambridge), (University of Cambridge), (Cambridge Mathematics of Information in Healthcare) | ||
12:20 to 12:25 | Nonlinear motion separation via untrained generator networks with disentangled latent space variables and applications to cardiac MRI | Malena Sabaté Landman (Emory University) | ||
12:25 to 12:30 | Spectral Decomposition of Protein Structures in Heterogeneous Cryo-EM | Carlos Esteve Yague (University of Cambridge) | ||
12:30 to 12:35 | Deep Learning for Image Reconstruction in CT | Subhadip Mukherjee (University of Bath) | ||
12:35 to 12:40 | On Image Quality Assessment for Deep Learning in Medical Imaging | Anna Breger (University of Cambridge), (Medical University of Vienna) | ||
12:40 to 12:45 | Federated Deep Learning in Clinical Applications | Josh Kaggie (University of Cambridge) | ||
12:45 to 12:50 | Automated Quality Control of Chest X-rays | Ian Selby (University of Cambridge) | ||
12:50 to 12:55 | Survival analysis-based uncertainty estimation for regression problems | Sören Dittmer (University of Cambridge), (University of Bremen) | ||
12:55 to 13:55 | Questions and Answers | |||
Session 3: (Chair: Houyuan Jiang (Cambridge Judge Business School) | 13:00 to 14:00 | Lunch | ||
14:00 to 14:40 | A Landmarking Approach for the Dynamic Scheduling of Cardiovascular Risk Assessments | Jessica Barrett (MRC Biostatistics Unit) | ||
14:40 to 15:20 | Addressing the Carbon Footprint of Computational Science | Loïc Lannelongue (University of Cambridge) | ||
15:20 to 15:45 | Tea and coffee break | |||
Session 4: (Chair: Marina Romanchikova (National Physical Laboratory)) | 15:45 to 16:15 | Explainability in Machine Learning | Rachael Warrington (The Smith Institute) | |
16:15 to 16:45 | Integrating Genomics and Multi-omics at Population Scale for Disease Insights | Adam Butterworth (University of Cambridge) | ||
16:45 to 17:00 | Next Steps | |||
17:00 to 18:00 | Drinks Reception |