MIUA

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Publications

volume 14122, 2024

Medical Image Understanding and Analysis - 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19-21, 2023, Proceedings MIUA 14122 (2024)

2023

Hao Chen, Taowen Liu, Songyun Hu, Leyang Yu, Yiqi Li, Sihan Tao, Jacqueline Lee, Ahmed E. Fetit
Web-Based AI System for Medical Image Segmentation. MIUA (2023)
Jonathan Campbell, Mitchell Dawson, Andrew Zisserman, Weidi Xie, Christoffer Nellåker
Deep Facial Phenotyping with Mixup Augmentation. MIUA (2023)
Faisal Ahmed, Baris Coskunuzer
ToFi-ML: Retinal Image Screening with Topological Machine Learning. MIUA (2023)
Merna Bibars, Peter E. Salah, Ayman Eldeib, Mustafa A. Elattar, Inas A. Yassine
Cross-Modality Deep Transfer Learning: Application to Liver Segmentation in CT and MRI. MIUA (2023)
Christoph Großbröhmer, Mattias P. Heinrich
Generalised 3D Medical Image Registration with Learned Shape Encodings. MIUA (2023)
Marwan Khaled, Mostafa A. Hammouda, Hesham Ali, Mustafa Elattar, Sahar Selim
Efficient Semantic Segmentation of Nuclei in Histopathology Images Using Segformer. MIUA (2023)
Aakriti Mishra, A. Ramanathan, Vineet Batta, C. Malathy, Soumya Snigdha Kundu, M. Gayathri, D. Vathana, Srinath Kamineni
Harnessing the Potential of Deep Learning for Total Shoulder Implant Classification: A Comparative Study. MIUA (2023)
Nina Jiang, Yupeng Zhuo, Andrew W. Kirkpatrick, Kyle Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica L. McKee, Chad Gorbatkin, Eleanor Birch, Christopher Colombo, Bradley Duerstock, Juan P. Wachs
Baseline Models for Action Recognition of Unscripted Casualty Care Dataset. MIUA (2023)
Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim
A Novel Approach to Breast Cancer Segmentation Using U-Net Model with Attention Mechanisms and FedProx. MIUA (2023)
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks. MIUA (2023)
Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai
Neural Network Pruning for Real-Time Polyp Segmentation. MIUA (2023)
Ziqi Wen, Qingzhong Wang, Jiang Bian, Xuhong Li, Yi Liu, Haoyi Xiong
Context Matters: Cross-Domain Cell Detection in Histopathology Images via Contextual Regularization. MIUA (2023)
Ikboljon Sobirov, Numan Saeed, Mohammad Yaqub
Super Images - A New 2D Perspective on 3D Medical Imaging Analysis. MIUA (2023)
Yupeng Zhuo, Nina Jiang, Andrew W. Kirkpatrick, Kyle Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica McKee, Chad Gorbatkin, Eleanor Birch, Christopher Colombo, Bradley Duerstock, Juan P. Wachs
TON-ViT: A Neuro-Symbolic AI Based on Task Oriented Network with a Vision Transformer. MIUA (2023)
Riddhi Johri, Pankaj Pandey, Krishna Prasad Miyapuram, James Derek Lomas
Decoding Individual and Shared Experiences of Media Perception Using CNN Architectures. MIUA (2023)
Mustapha Zokay, Hicham Saylani
A New Approach for Identifying Skin Diseases from Dermatological RGB Images Using Source Separation. MIUA (2023)
Florent Grélard, Michael Tuck, Elise Cosenza, David Legland, Marléne Durand, Sylvain Miraux, Nicolas Desbenoit
A New Similarity Metric for Deformable Registration of MALDI-MS and MRI Images. MIUA (2023)
Mostafa A. Hammouda, Marwan Khaled, Hesham Ali, Sahar Selim, Mustafa Elattar
Revolutionizing Cancer Diagnosis Through Hybrid Self-supervised Deep Learning: EfficientNet with Denoising Autoencoder for Semantic Segmentation of Histopathological Images. MIUA (2023)
Samiran Dey, Partha Basuchowdhuri, Debasis Mitra, Robin Augustine, Sanjoy Kumar Saha, Tapabrata Chakraborti
BliMSR: Blind Degradation Modelling for Generating High-Resolution Medical Images. MIUA (2023)
Ama Katseena Yawson, Katharina Maria Paul, Cedric Beyer, Stefan Dorsch, Sebastian Klüter, Thomas Welzel, Katharina Seidensaal, Jürgen Debus, Oliver Jäkel, Kristina Giske
Pseudo-SPR Map Generation from MRI Using U-Net Architecture for Ion Beam Therapy Application. MIUA (2023)
Matthew Gil, Craig Dick, Stephen Harrow, Paul Murray, Gabriel Reines March, Stephen Marshall
A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology Images. MIUA (2023)
Théo Sourget, Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean
Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation? MIUA (2023)
Jesse Phitidis, Alison Q. O'Neil, Stewart Wiseman, David Alexander Dickie, Eleni Sakka, Agniete Kampaite, William Whiteley, Miguel O. Bernabeu, Beatrice Alex, Joanna M. Wardlaw, Maria del C. Valdés Hernández
Segmentation of White Matter Hyperintensities and Ischaemic Stroke Lesions in Structural MRI. MIUA (2023)
Peter E. Salah, Merna Bibars, Ayman Eldeib, Ahmed M. Ghanem, Ahmed M. Gharib, Khaled Z. Abd-Elmoniem, Mustafa A. Elattar, Inas A. Yassine
Iterative Refinement Algorithm for Liver Segmentation Ground-Truth Generation Using Fine-Tuning Weak Labels for CT and Structural MRI. MIUA (2023)

2022

volume 13413, 2022

Medical Image Understanding and Analysis - 26th Annual Conference, MIUA 2022, Cambridge, UK, July 27-29, 2022, Proceedings MIUA 13413 (2022)