Matthew D. Blackledge

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Diffusion Weighted Mri

Magnetic Resonance Spectroscopy

Spatial Context

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

COMPAY/OMIA@MICCAI

Publications

Antonio Candito, Richard Holbrey, Ana Ribeiro, Alina Dragan, Christina Messiou, Nina Tunariu, Matthew D. Blackledge, Dow-Mu Koh
Deep learning assisted atlas-based delineation of the skeleton from Whole-Body Diffusion Weighted MRI in patients with malignant bone disease. Biomed. Signal Process. Control. 92 (2024)
Reza Kalantar, Sebastian Curcean, Jessica M. Winfield, Gigin Lin, Christina Messiou, Matthew D. Blackledge, Dow-Mu Koh
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging. CoRR (2023)
Konstantinos Zormpas-Petridis, Nina Tunariu, David J. Collins, Christina Messiou, Dow-Mu Koh, Matthew D. Blackledge
Deep-learned estimation of uncertainty in measurements of apparent diffusion coefficient from whole-body diffusion-weighted MRI. Comput. Biol. Medicine 149 (2022)
Timothy Sum Hon Mun, Simon J. Doran, Paul Huang, Christina Messiou, Matthew D. Blackledge
Multi Modal Fusion for Radiogenomics Classification of Brain Tumor. BrainLes@MICCAI (1) (2021)
Konstantinos Zormpas-Petridis, Henrik Failmezger, Ioannis Roxanis, Matthew D. Blackledge, Yann Jamin, Yinyin Yuan
Capturing global spatial context for accurate cell classification in skin cancer histology. CoRR (2018)
Konstantinos Zormpas-Petridis, Henrik Failmezger, Ioannis Roxanis, Matthew D. Blackledge, Yann Jamin, Yinyin Yuan
Capturing Global Spatial Context for Accurate Cell Classification in Skin Cancer Histology. COMPAY/OMIA@MICCAI (2018)
Lin Cheng, Matthew D. Blackledge, David J. Collins, Matthew R. Orton, Neil P. Jerome, Thorsten Feiweier, Mihaela Rata, Veronica Morgan, Nina Tunariu, Martin O. Leach, Dow-Mu Koh
-adjusted computed diffusion-weighted imaging: A novel method to enhance tumour visualisation. Comput. Biol. Medicine 79 (2016)
Matthew D. Blackledge, David J. Collins, Dow-Mu Koh, Martin O. Leach
Rapid development of image analysis research tools: Bridging the gap between researcher and clinician with pyOsiriX. Comput. Biol. Medicine 69 (2016)