MIUA Day 1: Wednesday, 24th July 2019
| 08:30 | Registration |
| 09:00 | Welcome Professor Malcolm Jackson, Associate Pro-Vice Chancellor for Research and Impact, Faculty of Health and Life Sciences, University of Liverpool Professor Ke Chen, Professor of Mathematics, Director of CMIT and LCMH, School of Physical Sciences Dr Yalin Zheng, Reader in Ophthalmic Imaging, Director of CRiA, Institute of Ageing and Chronic Disease |
| 09:20 | Keynote Talk: Modelling Ambiguities and Uncertainty in Medical Image Analysis Prof Dr Olaf Ronneberger, Google DeepMind and Albert-Ludwigs-Universität Freiburg |
| 10:05 | Break |
| 10:25 | Oral Session 1: Oncology and Tumour Imaging Chair: Dr Maria Valdes Hernandez, University of Edinburgh |
| Tissue Classification to Support Local Active Delineation of Brain Tumors Albert Comelli, Alessandro Stefano, Samuel Bignardi, Claudia Coronnello, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Anthony Yezzi |
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| Using a conditional Generative Adversarial Network (cGAN) for Prostate Segmentation Amelie Grall, Azam Hamidinekoo, Paul Malcolm, Reyer Zwiggelaar |
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| A Novel Application of Multifractal Features for Detection of Microcalcifications in Digital Mammograms Haipeng Li, Ramakrishnan Mukundan, Shelley Boyd |
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| Wilms’ Tumor in Childhood: Can Pattern Recognition Help for Classification? Sabine Mueller, Joachim Weickert, Norbert Graf |
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| Multi-scale Tree-based Topological Modelling and Classification of Micro-calcifications Zobia Suhail, Reyer Zwiggelaar |
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| 11:40 | Oral Session 2: Lesion, Wound and Ulcer Analysis Chair: Dr Yalin Zheng, University of Liverpool |
| Automated Mobile Image Acquisition of Skin Wounds using Real-Time Deep Neural Networks José Faria, João Almeida, Maria Vasconcelos, Luis Rosado |
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| Hyperspectral imaging combined with machine learning classifiers for diabetic foot ulcer assessment – A case study Mihaela Antonina Calin, Sorin Viorel Parasca, Dragos Manea |
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| Classification of Ten Skin Lesion Classes: Hierarchical KNN versus Deep Net Robert Fisher, Jonathan Rees, Antoine Bertrand |
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| 12:25 | Lunch |
| 13:25 | Keynote Talk: From shallow to deep learning for inverse imaging problems: some recent approaches Prof Carola-Bibiane Schönlieb, University of Cambridge |
| 14:10 | Oral Session 3: Biostatistics Chair: Prof Carola-Bibiane Schönlieb, University of Cambridge |
| Multilevel Models of Age-Related Changes in Facial Shape in Adolescents Damian Farnell, Jennifer Galloway, Alexei Zhurov, Stephen Richmond |
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| Spatial modelling of retinal thickness in images from patients with diabetic macular oedema Wenyue Zhu, Jae Yee Ku, Yalin Zheng, Paul Knox, Simon Harding, Ruwanthi Kolamunnage-Dona, Gabriela Czanner |
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| 14:40 | Break |
| 15:00 | Tutorial |
| 19:00 | Welcome Drinks @ The Victoria Gallery and Museum |
MIUA Day 2: Thursday, 25th July 2019
| 09:00 | Registration |
| 09:30 | Keynote Talk: Machine learning + Knowledge Modeling for Medical Image Analysis and AI Prof Kevin Zhou, Chinese Academy of Sciences |
| 10:15 | Break |
| 10:35 | Oral Session 4: Fetal Imaging Chair: Prof Xujiong Ye, University of Lincoln |
| Incremental learning of fetal heart anatomies using interpretable saliency maps Arijit Patra, Alison Noble |
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| Improving Fetal Head Contour Detection by Object Localisation with Deep Learning Baidaa Al-Bander, Theiab Alzahrani, Saeed Alzahrani, Bryan Williams, Yalin Zheng |
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| Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete |
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| Multi-task CNN for structural semantic segmentation in 3D fetal brain ultrasound Lorenzo Venturini, Alison Noble, Ana I.L. Namburete |
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| Towards Capturing Sonographic Experience: Cognition-Inspired Ultrasound Video Saliency Prediction Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Alison Noble |
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| 11:50 | Poster Session |
| 12:20 | Lunch |
| 13:50 | Oral Session 5: Enhancement and Reconstruction Chair: Prof Ke Chen, University of Liverpool |
| A novel deep learning based OCTA de-striping method Dongxu Gao, Numan Celik, Xiyin Wu, Bryan Williams, Amira Stylianides, Yalin Zheng |
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| Edge enhancement for image segmentation using RKHS Liam Burrows, Weihong Guo, Ke Chen, Francesco Torella |
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| A Neural Network Approach for Image Reconstruction from a Single X-ray Projection Samiha Rouf, Chenyang Shen, Yan Cao, Conner Davis, Xun Jia, Yifei Lou |
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| Deep Vectorization Convolution Neutral Networks for Denoising in Mammogram Using Enhanced Image Varakorn Kidsumran, Yalin Zheng |
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| 14:50 | Group Photo and Break |
| 15:15 | Keynote Talk: Image-guided neurosurgical treatment of epilepsy Prof Sebastien Ourselin, Kings College London |
| 16:00 | Oral Session 6: Diagnosis, Classification and Treatment Chair: Prof S. Kevin Zhou, Chinese Academy of Sciences |
| A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images Abdullah Alfahaid, Tim Morris, Timothy F. Cootes, Pearse A Keane, Hagar Khalid, Nikolas Pontikos, Panagiotis Sergouniotis, Konstantinos Balaskas |
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| Automatic Glaucoma Assessment Using a Semi-supervised Learning Method Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro Frangi |
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| MicroRNA-Drug Association Prediction by Known Nearest Neighbour Algorithm & Label Propagation using Linear Neighbourhood Similarities Gill Varghese Sajan |
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| Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed |
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| 19:00 | Conference Dinner |
MIUA Day 3: Friday, 26th July 2019
| 09:00 | Registration |
| 09:30 | Oral Session 7: Vessel and Nerve Analysis Chair: Dr Tryphon Lambrou, University of Lincoln |
| Automated Quantification of Retinal Microvasculature from OCT Angiography using Dictionary-Based Vessel Segmentation Astrid Engberg, Jesper Erichsen, Birgit Sander, Line Kessel, Anders Dahl, Vedrana Dahl |
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| Validating Segmentation of the Zebrafish Vasculature Elisabeth Kugler, Timothy Chico, Paul Armitage |
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| Analysis of spatial spectral features of dynamic contrast-enhanced brain magnetic resonance images for studying small vessel disease Jose Bernal, Maria Valdes Hernandez, Javier Escudero, Paul Armitage, Stephen Makin, Rhian Touyz, Joanna Wardlaw |
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| Segmentation of Arteriovenous Malformation Based on Weighted Breadth-first Search of Vascular Skeleton Zonghan Wu, Baochang Zhang, Shoujun Zhou, Na Li |
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| 10:30 | Break |
| 10:50 | Oral Session 8: Image Registration Chair: Prof Ke Chen, University of Liverpool |
| A Variational Joint Segmentation And Registration Framework For Multimodal Images Adela Ademaj, Lavdie Rada, Mazlinda Ibrahim, Ke Chen |
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| An Unsupervised Deep Learning Method For Diffeomorphic Mono-And Multi-Modal Image Registration Anis Theljani, Ke Chen |
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| Automatic Detection and Visualisation of Metastatic Bone Disease Nathan Sjoquist, Tristan Barrett, David Thurtle, Vincent Gnanapragasam, Ken Poole, Graham Treece |
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| High-Order Markov Random Field Based Image Registration for Pulmonary CT Peng Xue, Enqing Dong, Huizhong Ji |
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| 11:50 | Poster Session |
| 12:20 | Lunch |
| 13:40 | Oral Session 9: Image Segmentation Chair: Dr Yalin Zheng, University of Liverpool |
| A Fully Automated Segmentation System of Positron Emission Tomography Studies Albert Comelli, Alessandro Stefano |
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| A General Framework for Localizing and Locally Segmenting Correlated Objects – A Case Study on Intervertebral Discs in Multi-Modality MR Images Alexander Oliver Mader, Cristian Lorenz, Carsten Meyer |
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| Polyp Segmentation with Fully Convolutional Deep Dilation Neural Network Evaluation Study Yunbo Guo, Bogdan Matuszewski |
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| 14:25 | Break |
| 15:00 | Keynote Talk: Personalising screening and image analysis in diabetic retinopathy Prof Simon Peter Harding, University of Liverpool |
| 15:45 | Oral Session 10: Ophthalmic Imaging Chair: Prof Simon Harding, University of Liverpool |
| Convolutional attention on images for locating macular edema Maximilian Bryan, Jonas Nathanael Philipp, Gerhard Heyer, Matus Rehak, Peter Wiedemann |
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| Optic disc and fovea localisation in ultra-widefield scanning laser ophthalmoscope images captured in multiple modalities Peter Wakeford, Enrico Pellegrini, Gavin Robertson, Michael Verhoek, Alan Flemming, Jano van Hemert, Ik Heng |
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| Joint Destriping and Segmentation of OCTA Images Xiyin Wu, Dongxu Gao, Bryan Williams, Amira Stylianides, Yalin Zheng, Zhong Jin |
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| 16:30 | Prizes and Close |
MIUA 2019 