Agisilaos Chartsias

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Incremental Learning

Image Segmentation

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Kit Mills Bransby, Woo-Jin Cho Kim, Jorge Oliveira, Alexander Thorley, Arian Beqiri, Alberto Gómez, Agisilaos Chartsias
Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography. CoRR (2024)
Kit Mills Bransby, Arian Beqiri, Woo-Jin Cho Kim, Jorge Oliveira, Agisilaos Chartsias, Alberto Gómez
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision. CoRR (2024)
Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gómez, Agisilaos Chartsias, Pierre-Marc Jodoin
Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. MICCAI (3) (2023)
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agisilaos Chartsias, Arian Beqiri, Pierre-Marc Jodoin
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. MICCAI (8) (2022)
Agisilaos Chartsias, Shan Gao, Angela Mumith, Jorge Oliveira, Kanwal K. Bhatia, Bernhard Kainz, Arian Beqiri
Contrastive Learning for View Classification of Echocardiograms. ASMUS@MICCAI (2021)
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation. IEEE Trans. Medical Imaging 40 (3) (2021)
Xiao Liu, Spyridon Thermos, Gabriele Valvano, Agisilaos Chartsias, Alison Q. O'Neil, Sotirios A. Tsaftaris
Measuring the Biases and Effectiveness of Content-Style Disentanglement. BMVC (2021)
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris, Alzheimer's Disease Neuroimaging Initiative
Learning to synthesise the ageing brain without longitudinal data. Medical Image Anal. 73 (2021)
Agisilaos Chartsias, Shan Gao, Angela Mumith, Jorge Oliveira, Kanwal K. Bhatia, Bernhard Kainz, Arian Beqiri
Contrastive Learning for View Classification of Echocardiograms. CoRR (2021)
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning. CoRR (2020)
Haochuan Jiang, Chengjia Wang, Agisilaos Chartsias, Sotirios A. Tsaftaris
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling. CoRR (2020)
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning. Medical Image Anal. 64 (2020)
Haochuan Jiang, Agisilaos Chartsias, Xinheng Zhang, Giorgos Papanastasiou, Scott Semple, Mark R. Dweck, David Semple, Rohan Dharmakumar, Sotirios A. Tsaftaris
Semi-supervised Pathology Segmentation with Disentangled Representations. DART/DCL@MICCAI (2020)
Xiao Liu, Spyridon Thermos, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris
Disentangled Representations for Domain-generalized Cardiac Segmentation. CoRR (2020)
Haochuan Jiang, Chengjia Wang, Agisilaos Chartsias, Sotirios A. Tsaftaris
Max-Fusion U-Net for Multi-modal Pathology Segmentation with Attention and Dynamic Resampling. MyoPS@MICCAI (2020)
Haochuan Jiang, Agisilaos Chartsias, Xinheng Zhang, Giorgos Papanastasiou, Scott Semple, Mark R. Dweck, David Semple, Rohan Dharmakumar, Sotirios A. Tsaftaris
Semi-supervised Pathology Segmentation with Disentangled Representations. CoRR (2020)
Xiao Liu, Spyridon Thermos, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris
Disentangled Representations for Domain-Generalized Cardiac Segmentation. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Xiao Liu, Spyridon Thermos, Gabriele Valvano, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris
Metrics for Exposing the Biases of Content-Style Disentanglement. CoRR (2020)
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Disentangle, align and fuse for multimodal and zero-shot image segmentation. CoRR (2019)
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization. MIDL (2019)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Disentangled representation learning in cardiac image analysis. Medical Image Anal. 58 (2019)
Chengjia Wang, Giorgos Papanastasiou, Agisilaos Chartsias, Grzegorz Jacenkow, Sotirios A. Tsaftaris, Heye Zhang
FIRE: Unsupervised bi-directional inter-modality registration using deep networks. CoRR (2019)
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization. CoRR (2019)
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris
Consistent Brain Ageing Synthesis. MICCAI (4) (2019)
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris
Learning to synthesise the ageing brain without longitudinal data. CoRR (2019)
Gabriele Valvano, Agisilaos Chartsias, Andrea Leo, Sotirios A. Tsaftaris
Temporal Consistency Objectives Regularize the Learning of Disentangled Representations. CoRR (2019)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Factorised Representation Learning in Cardiac Image Analysis. CoRR (2019)
Gabriele Valvano, Agisilaos Chartsias, Andrea Leo, Sotirios A. Tsaftaris
Temporal Consistency Objectives Regularize the Learning of Disentangled Representations. DART/MIL3ID@MICCAI (2019)
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Colin Stirrat, Scott Semple, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Multimodal Cardiac Segmentation Using Disentangled Representation Learning. STACOM@MICCAI (2019)
Agisilaos Chartsias, Thomas Joyce, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Multimodal MR Synthesis via Modality-Invariant Latent Representation. IEEE Trans. Medical Imaging 37 (3) (2018)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Factorised spatial representation learning: application in semi-supervised myocardial segmentation. CoRR (2018)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation. MICCAI (2) (2018)
Agisilaos Chartsias, Thomas Joyce, Rohan Dharmakumar, Sotirios A. Tsaftaris
Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data. SASHIMI@MICCAI (2017)
Thomas Joyce, Agisilaos Chartsias, Sotirios A. Tsaftaris
Robust Multi-modal MR Image Synthesis. MICCAI (3) (2017)