Medical Imaging
Medical Imaging
In addition to image-processing of images that are microscopical in nature, I have experience with other acquisition modalities like magnetic resonance, computed tomography and x-rays.
Team members:
Riad Ibadulla
City, University of London
Youssef Arafat
City, University of London
Ananda Ananda
City, University of London
Muhammad Moazzam Jawaid
Alumni, City, University of London
Nathan Olliverre
City, University of London
Stephanos Leandrou
City, University of London
Tengfei Yin
Alumni, University of Sussex
Collaborators:
Abhir Bhalerao
Graham Lieschke
Greg Slabaugh
Gillian Tozer
Karen Knapp
Luis Martinez-Lemus
Lucy Collinson
Martin Jones
Stephen A Renshaw
Publications:
 | A multidisciplinary team and multiagency approach for AI implementation: A commentary for medical imaging and radiotherapy key stakeholders Nikolaos Stogiannos, Caitlin Gillan, Helle Precht, Claudia sa dos Reis, Amrita Kumar, Tracy O'Regan, Vanessa Ellis, Anna Barnes, Richard Meades, Michael Pogose, Julien Greggio, Erica Scurr, Shamie Kumar, Graham King, David Rosewarne, Catherine Jones, Kicky G. van Leeuwen, Emma Hyde, Charlotte Beardmore, Juan Gutierrez Alliende, Samar El-Farra, Stamatia Papathanasiou, Jan Beger, Jonathan Nash, Peter van Ooijen, Christiane Zelenyanszki, Barbara Koch, Keith Antony Langmack, Richard Tucker, Vicky Goh, Tom Turmezei, Gerald Lip, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso, Geraldine Dean, Shashivadan P. Hirani, Sofia Torre, Theophilus N. Akudjedu, Benard Ohene-Botwe, Ricardo Khine, Chris O'Sullivan, Yiannis Kyratsis, Mark McEntee, Peter Wheatstone, Yvonne Thackray, James Cairns, Derek Jerome, Andrew Scarsbrook, Christina Malamateniou Published in Journal of Medical Imaging and Radiation Sciences, July 2024 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Microscopy Type: Journal |
 | Editorial: Quantitative imaging methods and analysis in Alzheimer’s disease assessment Stephanos Leandrou1, Deqiang Qiu, Constantino Carlos Reyes-Aldasoro Published in Frontiers in Aging Neuroscience, January 2024 (see publication) Research themes: Medical Imaging Type: Paper |
 | Non-calcified plaque-based coronary stenosis grading in contrast enhanced CT Muhammad Moazzam Jawaid, Sanam Narejo, Farhan Riaz, Constantino Carlos Reyes-Aldasoro, Greg Slabaugh, James Brown Published in Medical Engineering & Physics, May 2023 (see publication) Research themes: Circulation, Medical Imaging Type: Paper |
 | Structural complexity of brain regions in mild cognitive impairment and Alzheimers disease Roni Tibon, Christopher R Madan, Delshad Vaghari, Constantino Carlos Reyes-Aldasoro Published in medRxiv, April 2023 (see publication) Research themes: Medical Imaging Type: Pre-print |
 | Volumetric Semantic Instance Segmentation of the Plasma Membrane of HeLa Cells Azucena Ascencio-Cabral, Constantino Carlos Reyes-Aldasoro" Published in Journal of Imaging, September 2022 (see publication) Research themes: Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Paper |
 | Computational Image Analysis Techniques, Programming Languages and Software Platforms Used in Cancer Research: A Scoping Review Youssef Arafat, Constantino Carlos Reyes-Aldasoro" Published in Lecture Notes in Computer Science, July 2022 (see publication) Research themes: Cancer, Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Paper |
 | Classification and Visualisation of Normal and Abnormal Radiographs; A Comparison between Eleven Convolutional Neural Network Architectures Ananda Ananda, Kwun Ho Ngan, Cefa Karabağ, Aram Ter-Sarkisov, Eduardo Alonso, Constantino Carlos Reyes-Aldasoro Published in Sensors (Basel), September 2021 (see publication) Research themes: Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Journal |
| | Radiography Classification: A Comparison between Eleven Convolutional Neural Networks Ananda Ananda, Cefa Karabağ, Aram Ter-Sarkisov, Eduardo Alonso, Constantino Carlos Reyes-Aldasoro Published in Fourth International Conference on Multimedia Computing, Networking and Applications (MCNA), October 2020 (see publication) Research themes: Medical Imaging Type: Conference |
 | The relationship between Fully Connected Layers and number of classes for the analysis of retinal images Ajna Ram, Constantino Carlos Reyes-Aldasoro Published in arXiv, March 2020 (see publication) Research themes: Image Processing, Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Pre-print |
 | A machine learning approach for Colles’ fracture treatment diagnosis Kwun Ho Ngan, Artur d’Avila Garcez, Karen M. Knapp, Andy Appelboam, Constantino Carlos Reyes-Aldasoro Published in bioRxiv, March 2020 (see publication) Research themes: Medical Imaging Type: Pre-print |
| | Making densenet interpretable a case study in clinical radiology Kwun Ho Ngan, Artur d’Avila Garcez, Karen M. Knapp, Andy Appelboam, Constantino Carlos Reyes-Aldasoro Published in medRxiv, December 2019 (see publication) Research themes: Medical Imaging Type: Pre-print |
 | Segmentation And Modelling of HeLa Nuclear Envelope C. Karabağ, M.L. Jones, C.J. Peddie, A.E. Weston, L.M. Collinson, C.C. Reyes-Aldasoro Published in ISBI, April 2019 (see publication) Research themes: Cancer, Medical Imaging Type: Conference |
 | Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10–13, 2019, Proceedings Constantino Carlos Reyes-Aldasoro, A Janowczyk, M Veta, P Bankhead, K Sirinukunwattana. Published in ECDP2019, January 2019 (see publication) Research themes: Medical Imaging Type: Book Chapter |
 | Guest Editorial: Computer Vision in Cancer Data Analysis Greg Slabaugh, Constantino Carlos Reyes-Aldasoro Published in IET Computer Vision, November 2018 (see publication) Research themes: Cancer, Medical Imaging Type: Editorial |
 | Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-linear and Deep Learning Models Nathan Olliverre, Guang Yang, Greg Slabaugh, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso Published in MICCAI Sashimi, September 2018 (see publication) Research themes: Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Conference |
| | Hippocampal and entorhinal cortex volume changes in Alzheimer’s disease patients and mild cognitive impairment subjects S. Leandrou, I. Mamais, S. Petroudi, P. A. Kyriacou, Constantino Carlos Reyes-Aldasoro, C.S. Pattichis Published in IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), March 2018 (see publication) Research themes: Medical Imaging Type: Conference |
 | Quantitative MRI Brain Studies in Mild Cognitive Impairment and Alzheimer’s Disease A Methodological Review Stephanos Leandrou, Styliani Petroudi, Panayiotis A. Kyriacou, Constantino Carlos Reyes-Aldasoro, Constantinos S. Pattichis Published in IEEE reviews in biomedical engineering, January 2018 (see publication) Research themes: Medical Imaging Type: Paper |
 | Automated Quantification of Non-Calcified Coronary Plaques in Cardiac CT Angiographic Imagery M. Moazzam Jawaid, Sanam Narejo, Nasrullah Pirzada, Junaid Baloch, C. C. Reyes-Aldasoro, Greg Slabaugh Published in International Journal of Advanced Computer Science and Applications (IJACSA), January 2018 (see publication) Research themes: Circulation, Medical Imaging Type: Paper |
 | Framework for detection and localization of coronary non-calcified plaques in cardiac CTA using mean radial profiles Muhammad Moazzam Jawaid, Atif Riaz, Ronak Rajani, Constantino Carlos Reyes-Aldasoro, Greg Slabaugh Published in Computers in Biology and Medicine, October 2017 (see publication) Research themes: Circulation, Medical Imaging Type: Paper |
 | A hybrid energy model for region based curve evolution - Application to CTA coronary segmentation Muhammad Moazzam Jawaid, Ronak Rajani, Panos Liatsis, Constantino Carlos Reyes-Aldasoro, Greg Slabaugh Published in Computer Methods and Programs in Biomedicine, June 2017 (see publication) Research themes: Circulation, Medical Imaging Type: Paper |
 | Arterial Stiffening in Western Diet-Fed Mice Is Associated with Increased Vascular Elastin, Transforming Growth Factor-β, and Plasma Neuraminidase Christopher A. Foote, Jorge A. Castorena-Gonzalez, Francisco I. Ramirez-Perez, Guanghong Jia, Michael A. Hill, Constantino C. Reyes-Aldasoro, James R. Sowers, Luis A. Martinez-Lemus, Published in Frontiers in Physiology, January 2016 (see publication) Research themes: Circulation, Medical Imaging Type: Paper |
 | Special issue: medical image understanding and analysis Constantino Carlos Reyes-Aldasoro, Greg Slabaugh Published in Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, November 2015 (see publication) Research themes: Medical Imaging Type: Editorial |
 | Biomedical Image Analysis Recipes in MATLAB: For Life Scientists and Engineers C. C. Reyes-Aldasoro Published in Wiley, June 2015 (see publication) Research themes: Image Processing, Medical Imaging Type: Book |
 | A Robust and Artifact Resistant Algorithm of Ultrawideband Imaging System for Breast Cancer Detection Tengfei Yin, Falah H. Ali, Constantino Carlos Reyes-Aldasoro Published in IEEE transactions on bio-medical engineering, June 2015 (see publication) Research themes: Cancer, Image Processing, Medical Imaging Type: Paper |
| | Automatic segmentation of focal adhesions from mouse embryonic fibroblasts Constantino Carlos Reyes-Aldasoro, Muruj Barri, Majid Hafezparast Published in ISBI, April 2015 (see publication) Research themes: Cell Migration, Medical Imaging Type: Conference |
 | Medical Image Understanding and Analysis - MIUA 2014. 18th Annual Conference Greg Slabaugh, Constantino Carlos Reyes-Aldasoro Published in miua2014, July 2014 (see publication) Research themes: Medical Imaging Type: Book Chapter |
| | Local affine texture tracking for serial registration of zebrafish images Abhir Bhalerao, Luke Pase, Graham Lieschke, Stephen Renshaw, Constantino Carlos Reyes-Aldasoro Published in ISBI, May 2012 (see publication) Research themes: Cell Migration, Medical Imaging, Texture Type: Conference |
| | CAIMAN an online algorithm repository for Cancer Image Analysis Constantino Carlos Reyes-Aldasoro, Michael K. Griffiths, Deniz Savas, Gillian M. Tozer Published in Computer Methods and Programs in Biomedicine, August 2011 (see publication) Research themes: Cancer, Circulation, Medical Imaging Type: Paper |
 | Volumetric Texture Analysis in Biomedical Imaging Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing, January 2011 (see publication) Research themes: Medical Imaging, Texture Type: Book Chapter |
 | Retrospective shading correction algorithm based on signal envelope estimation C.C. Reyes-Aldasoro Published in Electronics Letters, April 2009 (see publication) Research themes: Medical Imaging Type: Paper |
 | Volumetric texture segmentation by discriminant feature selection and multiresolution classification Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in IEEE Transactions on Medical Imaging, January 2007 (see publication) Research themes: Medical Imaging, Texture Type: Paper |
 | The Bhattacharyya space for feature selection and its application to texture segmentation Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in Pattern Recognition, May 2006 (see publication) Research themes: Medical Imaging, Texture Type: Paper |
 | Volumetric texture description and discriminant feature selection for MRI Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in Information Processing in Medical Imaging, July 2003 (see publication) Research themes: Medical Imaging, Texture Type: Conference |
 | A combined algorithm for image segmentation using neural networks and 3D surface reconstruction using dynamic meshes Constantino Carlos Reyes-Aldasoro, M. E. Algorri Published in Revista Mexicana de Ingeniería Biomédica, January 2000 (see publication) Research themes: Machine Learning, AI, Deep Learning, Medical Imaging, Microscopy Type: Paper |