International Workshop on Mathematical Imaging and AI Algorithms
incorporating the 5th “International Workshop on Image Processing Techniques and Applications"
following the recent and 4th IPTA.
Date: Wednesday 18 and Thursday 19 December 2024
Venue: LT908, Department of Mathematics and Statistics,
Livingstone Tower, 26 Richmond Street, Glasgow, G1 1XH
Poster Submission: send an abstract to ma-ipta2024@strath.ac.uk by 1 December 2024
Registration Deadline: 2 December 2024
(Non-speaker registration fee includes lunch and refreshments)
Aims
This international workshop aims to bring together:
- mathematicians who design new methods and find theories
- computer scientists to lead latest AI developments
- bio-scientists and engineers who lead imaging work in applications
- industrialists who lead imaging work for products and medicine development
to provide a unique opportunity to gain specialist knowledge and some practical experience in this evolving field, in which new or outstanding problems are tackled and more theories are found to explain various successes. By sharing knowledge and exchanging ideas, much can be gained from the networking and knowledge-building opportunities for professionals and researchers working in the exciting field, to better prepare us for emerging challenges from NHS and industries alike.
Organisers
- Prof Ken Chen, MS, Chair of IPTA2024: Imaging and AI
- Prof Will Shu, BME: Bio-engineering and digital twins
- Prof Roma Maguire, MBE, CiS: Medical AI
- Prof Paul Murray, EEE: Hyper-spectral imaging
If you require further information, please email ma-ipta2024@strath.ac.uk.
Draft Programme
Day 1: Wednesday 18 December 2024
University of Strathclyde, LT908, Livingstone Tower, 26 Richmond Street, Glasgow, G1 1XH
|
Time |
Speaker |
Chair |
|
09:00 – 09:20 |
Registration
|
|
|
09:20 – 09.30 |
Welcome and Introduction Professor Tim Bedford, Associate Principal for Research and Innovation, University of Strathclyde |
Professor Ken Chen |
|
09:30 – 10:05 |
Learned Forward and Inverse Problems for PDEs in imaging Professor Simon Arridge, University College London |
Professor Paul Murray |
|
10:05 – 10:40 |
On Trials and Tribulations: In Silico Technologies for Better, Safer, Faster, and More Sustainable Medical Devices and Equitable Care Professor Alejandro Frangi, University of Manchester |
|
|
10:40 – 11:10 |
Break – Refreshments available in LT911
|
|
|
11:10 – 11:45 |
Computational Applications in Pharmaceutical R&D Dr Phil Scordis, UCB |
Professor Simon Arridge |
|
11:45 – 12.00 |
Biomedical Imaging Across Multiple Length Scales Using Advanced Light Microscopy Professor Gail McConnell, University of Strathclyde |
|
|
12:00 – 12:35 |
The Advantages of Sparse Sampling and Inpainting for High Resolution, In-situ and Ultrafast Electron Microscopy Professor Nigel Browning, University of Liverpool |
|
|
12:35 – 13:35 |
Lunch – Selection of food available in LT911
|
|
|
13:35 – 14:10 |
Evaluating Virtual Staining Professor Iain Styles, Queen’s University Belfast |
Professor Will Shu |
|
14:10 – 14:45 |
AI-Driven Histopathological Insights: application to Inflammatory Bowel Disease Dr Azam Hamidinekoo, AstraZeneca |
|
|
14:45 – 15:00 |
An overview of CeSIP: The Centre for Signal and Image Processing Professor Paul Murray, University of Strathclyde |
|
|
15:00 – 15:30 |
Break – Refreshments available in LT911
|
|
|
15:30 – 16:05 |
Solving inverse problems with neural networks as forward problems Professor Martin Benning, University College London |
Professor Ronald Lui |
|
16:05 – 16:20 |
AI-Driven Segmentation and Smart Microscopy for Biomedical Imaging and Stem-Cell Engineering Professor Giuseppe Di Caprio, University of Strathclyde |
|
|
16:20 – 16:35 |
Counterfactual Medical Images Generation Using Probabilistic Causal Models Professor Feng Dong, University of Strathclyde |
|
|
16:35 - 16:50 |
Dealing with contradictions in biomedical text Dr Jake Lever, University of Glasgow |
|
|
16:55 – 17:00 |
Closing Remarks
|
|
Day 2: Thursday 19 December 2024
University of Strathclyde, LT908, Livingstone Tower, 26 Richmond Street, Glasgow, G1 1XH
|
09:20 – 09:30 |
Welcome: Day 2
|
|
|
09:30 – 10:05 |
Conformal-prediction-based error quantification for image reconstruction with learned priors Professor Martin Holler, University of Graz |
Professor Des Higham |
|
10:05 – 10:40 |
2DSig-Detect: a semi-supervised framework for anomaly detection on image data Dr Yue Wu, University of Strathclyde |
|
|
10:40 – 11:25 |
Break – Refreshments available in LT911 Poster and networking session |
|
|
|
|
|
|
11:25 – 12.00 |
Adapting MIMO video restoration networks to low latency constraints Professor Gabriele Facciolo, ENS Paris-Saclay |
Professor Carole Le Guyader |
|
12:00 – 12:35 |
Oriented Landmarks in Image Registration Professor Jan Modersitzki, University of Luebeck |
|
|
12:35 – 13:30 |
Lunch – Selection of food available in LT911
|
|
|
13:30 – 14:05 |
Deceptive Diffusion: Attacking with Generative AI Professor Des Higham, University of Edinburgh |
Professor Andreas Alpers |
|
14:05 – 14:40 |
Recent advances of computational quasiconformal geometry in imaging Professor Ronald Lui, Chinese University of Hong Kong |
|
|
14:40 – 15:10 |
Break – Refreshments available in LT911
|
|
|
15:10 – 15:45 |
Geometric Superpixel Clustering and Segmentation Professor Andreas Alpers, University of Liverpool |
Professor Gabriele Facciolo |
|
15:45 – 16:00 |
Artificial Intelligence for the Automated Classification of Special Nuclear Materials through X-ray Radiography Dr Jamie Zabalza, University of Strathclyde |
|
|
16:00 – 16:05 |
Concluding Remarks Professor Roma Maguire, University of Strathclyde |
Professor Ken Chen |