Benjamin Irving
Orcid: 0000-0003-3879-2050
According to our database1,
Benjamin Irving
authored at least 24 papers
between 2011 and 2024.
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Bibliography
2024
HEalthRecordBERT (HERBERT): Leveraging Transformers on Electronic Health Records for Chronic Kidney Disease Risk Stratification.
ACM Trans. Comput. Heal., July, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2022
Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients.
CoRR, 2022
2020
Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients.
CoRR, 2020
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units.
CoRR, 2020
2019
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images.
IEEE Trans. Medical Imaging, 2019
Comparison of Multi-atlas Segmentation and U-Net Approaches for Automated 3D Liver Delineation in MRI.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
2018
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
Regional Assessment of Liver Disease Progression and Response to Therapy by Multi-time Point m-SLIC Correspondence.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
Novel Quantitative Magnetic Resonance Imaging Features with Liver Function Tests to Distinguish Parenchymal and Biliary Disease.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks.
CoRR, 2017
Deep Quantitative Liver Segmentation and Vessel Exclusion to Assist in Liver Assessment.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
2016
Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation.
Medical Image Anal., 2016
Myocardial Scar Quantification Using SLIC Supervoxels - Parcellation Based on Tissue Characteristic Strains.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
2015
Filling Large Discontinuities in 3D Vascular Networks Using Skeleton- and Intensity-Based Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
2014
Computer assisted detection of abnormal airway variation in CT scans related to paediatric tuberculosis.
Medical Image Anal., 2014
Automated Colorectal Tumour Segmentation in DCE-MRI Using Supervoxel Neighbourhood Contrast Characteristics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
Personalised Estimation of the Arterial Input Function for Improved Pharmacokinetic Modelling of Colorectal Cancer Using dceMRI.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Segmentation of obstructed airway branches in CT using airway topology and statistical shape analysis.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011