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ORCIDMIUA 2018: Southampton, UK
- Mark S. Nixon, Sasan Mahmoodi, Reyer Zwiggelaar:
Medical Image Understanding and Analysis - 22nd Conference, MIUA 2018, Southampton, UK, July 9-11, 2018, Proceedings. Communications in Computer and Information Science 894, Springer 2018, ISBN 978-3-319-95920-7
Deep Learning in Medical Imaging
- Najah M. Alsubaie, Muhammad Shaban, David R. J. Snead, Syed Ali Khurram, Nasir M. Rajpoot
:
A Multi-resolution Deep Learning Framework for Lung Adenocarcinoma Growth Pattern Classification. 3-11 - Sunita Agarwala, Abhishek Kumar, Debashis Nandi, Ashis Kumar Dhara, Anup K. Sadhu, Sumitra Basu Thakur, Ashok Kumar Bhadra:
Convolutional Neural Networks for Efficient Localization of Interstitial Lung Disease Patterns in HRCT Images. 12-22 - Yassar Almutairi, Tim Cootes, Karl Kadler:
Segmentating Nucleus Membranes in SBFSEM Volume Data with Deep Neural Networks. 23-34
Special Session: Liver Analysis
- Katherine Arndtz, Benjamin Irving, Peter Eddowes, Dan Green, Matthew Kelly, Naomi Jayaratne, Rajarshi Banerjee, Michael Brady, Gideon M. Hirschfield:
Novel Quantitative Magnetic Resonance Imaging Features with Liver Function Tests to Distinguish Parenchymal and Biliary Disease. 37-43 - Benjamin Irving, Chloe Hutton, Katherine Arndtz, Naomi Jayaratne, Matthew Kelly, Rajarshi Banerjee, Gideon M. Hirschfield, J. Michael Brady:
Regional Assessment of Liver Disease Progression and Response to Therapy by Multi-time Point m-SLIC Correspondence. 44-50 - Marta Wojciechowska, Benjamin Irving, Andrea Dennis, Henry R. Wilman, Rajarshi Banerjee, Michael Brady, Matthew Kelly:
Automated Detection of Cystic Lesions in Quantitative T1 Liver Images. 51-56 - Ged Ridgway, Kamil Janowski, Andrea Dennis, Velicia Bachtiar, John McGonigle, Chris Everitt, Angela Darekar, David Breen, Dan Green, Stefan Neubauer, Rajarshi Banerjee, Piotr Socha, Michael Brady:
Voxel-Wise Analysis of Paediatric Liver MRI. 57-62
Medical Image Analysis
- Elham Abouei, Anthony M. D. Lee, Geoffrey Hohert, Pierre Lane, Stephen Lam, Calum MacAulay:
Quantitative Evaluation of Correction Methods and Simulation of Motion Artifacts for Rotary Pullback Imaging Catheters. 65-73 - Zobia Suhail, Arif Mahmood, Liping Wang, Paul N. Malcolm, Reyer Zwiggelaar:
A Voting-Based Encoding Technique for the Classification of Gleason Score for Prostate Cancers. 74-83 - Abhishek Kumar, Sunita Agarwala, Ashis Kumar Dhara, Debashis Nandi, Sumitra Basu Thakur, Ashok Kumar Bhadra, Anup K. Sadhu:
Segmentation of Lung Field in HRCT Images Using U-Net Based Fully Convolutional Networks. 84-93 - Vanessa Azzopardi, Matthew Guy, Emma Lewis:
Identifying Shape-Based Biomarkers for Diagnosis of Parkinson's Disease from Ioflupane (123I) SPECT Data. 94-105 - Miao Fan, Jared Vicory, Sarah McGill, Stephen M. Pizer, Julian G. Rosenman:
Features for the Detection of Flat Polyps in Colonoscopy Video. 106-117 - Ramakrishnan Mukundan:
Feature Analysis of Biomarker Descriptors for HER2 Classification of Histology Slides. 118-129 - Jo Verhoeven, Naomi Rachel Miller, Constantino Carlos Reyes-Aldasoro:
Analysis of the Symmetry of Electrodes for Electropalatography with Cone Beam CT Scanning. 130-139
Texture and Image Analysis
- Minu George, Reyer Zwiggelaar:
Breast Tissue Classification Using Local Binary Pattern Variants: A Comparative Study. 143-152 - Yasseen Almakady, Sasan Mahmoodi, Joy Conway, Michael J. Bennett:
Volumetric Texture Analysis Based on Three-Dimensional Gaussian Markov Random Fields for COPD Detection. 153-164 - Oleksii Leonovych, Mohammad Rami Koujan, Ahsan R. Akram, Jody Westerfeld, David Wilson, Kevin Dhaliwal, Steve McLaughlin, Antonios Perperidis:
Texture Descriptors for Classifying Sparse, Irregularly Sampled Optical Endomicroscopy Images. 165-176 - Damian J. J. Farnell, Jennifer Galloway, Alexei I. Zhurov, Stephen Richmond, Pertti Pirttiniemi, Raija Lähdesmäki:
What's in a Smile? Initial Results of Multilevel Principal Components Analysis of Facial Shape and Image Texture. 177-188 - Abdullah Alfahaid, Tim Morris:
An Automated Age-Related Macular Degeneration Classification Based on Local Texture Features in Optical Coherence Tomography Angiography. 189-200
MRI: Applications and Techniques
- Finn Lennartsson, Angela Darekar, Koushik Maharatna, Daniel Konn, David Allen, Jacques-Donald Tournier, John Broulidakis, Brigitte Vollmer:
Developing a Framework for Studying Brain Networks in Neonatal Hypoxic-Ischemic Encephalopathy. 203-216 - Mikael Brudfors, Yaël Balbastre, Parashkev Nachev, John Ashburner:
MRI Super-Resolution Using Multi-channel Total Variation. 217-228 - Paul Stroe, Xianghua Xie, Adeline Paiement:
Manifold Modeling of the Beating Heart Motion. 229-238
Segmentation in Medical Images
- Cefa Karabag, Martin L. Jones, Christopher J. Peddie, Anne E. Weston, Lucy M. Collinson, Constantino Carlos Reyes-Aldasoro:
Automated Segmentation of HeLa Nuclear Envelope from Electron Microscopy Images. 241-250 - Nashid Alam, Arnau Oliver, Erika R. E. Denton, Reyer Zwiggelaar:
Automatic Segmentation of Microcalcification Clusters. 251-261 - José Alonso Solís-Lemus, Brian Stramer, Greg G. Slabaugh, Constantino Carlos Reyes-Aldasoro:
Analysis of the Interactions of Migrating Macrophages. 262-273
CT: Learning and Planning
- Lorenz Berger, Eoin Hyde, M. Jorge Cardoso, Sébastien Ourselin:
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation. 277-286 - Matthew Daykin, Mathini Sellathurai, Ian Poole:
A Comparison of Unsupervised Abnormality Detection Methods for Interstitial Lung Disease. 287-298 - Ludovic Blache, Fredrik Nysjö, Filip Malmberg, Andreas Thor, Andrés Rodríguez Lorenzo, Ingela Nyström:
SoftCut: A Virtual Planning Tool for Soft Tissue Resection on CT Images. 299-310
Special Session: Ocular Imaging Analysis
- Maryam Badar, Muhammad Shahzad, M. M. Fraz:
Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network. 313-324 - Ying Xu, Bryan M. Williams, Baidaa Al-Bander, Zheping Yan, Yaochun Shen, Yalin Zheng:
Improving the Resolution of Retinal OCT with Deep Learning. 325-332 - Xiayu Xu, Tao Tan, Feng Xu:
An Improved U-Net Architecture for Simultaneous Arteriole and Venule Segmentation in Fundus Image. 333-340
Applications of Medical Image Analysis
- Elisabeth Kugler, Timothy Chico, Paul A. Armitage:
Image Analysis in Light Sheet Fluorescence Microscopy Images of Transgenic Zebrafish Vascular Development. 343-353 - Nur Fatihah Binti Azmi, Frank Delbressine, Loe M. G. Feijs, Sidarto Bambang Oetomo:
Color Correction of Baby Images for Cyanosis Detection. 354-370 - Ruqayya Awan, Nasir M. Rajpoot:
Deep Autoencoder Features for Registration of Histology Images. 371-378
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