Alert button
Picture for Amir Alansary

Amir Alansary

Alert button

CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI

May 17, 2022
Liu Li, Qiang Ma, Matthew Sinclair, Antonios Makropoulos, Joseph Hajnal, A. David Edwards, Bernhard Kainz, Daniel Rueckert, Amir Alansary

Viaarxiv icon

Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption

Feb 27, 2022
George-Liviu Pereteanu, Amir Alansary, Jonathan Passerat-Palmbach

Figure 1 for Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption
Figure 2 for Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption
Figure 3 for Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption
Figure 4 for Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption
Viaarxiv icon

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs

Feb 16, 2022
Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary

Figure 1 for CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs
Figure 2 for CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs
Figure 3 for CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs
Figure 4 for CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs
Viaarxiv icon

FedRAD: Federated Robust Adaptive Distillation

Dec 02, 2021
Stefán Páll Sturluson, Samuel Trew, Luis Muñoz-González, Matei Grama, Jonathan Passerat-Palmbach, Daniel Rueckert, Amir Alansary

Figure 1 for FedRAD: Federated Robust Adaptive Distillation
Figure 2 for FedRAD: Federated Robust Adaptive Distillation
Figure 3 for FedRAD: Federated Robust Adaptive Distillation
Figure 4 for FedRAD: Federated Robust Adaptive Distillation
Viaarxiv icon

PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction

Sep 06, 2021
Qiang Ma, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary

Figure 1 for PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction
Figure 2 for PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction
Figure 3 for PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction
Figure 4 for PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction
Viaarxiv icon

Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data

Jul 31, 2021
Loic Le Folgoc, Vasileios Baltatzis, Amir Alansary, Sujal Desai, Anand Devaraj, Sam Ellis, Octavio E. Martinez Manzanera, Fahdi Kanavati, Arjun Nair, Julia Schnabel, Ben Glocker

Figure 1 for Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data
Figure 2 for Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data
Figure 3 for Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data
Figure 4 for Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data
Viaarxiv icon

Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images

Sep 27, 2020
Guy Leroy, Daniel Rueckert, Amir Alansary

Figure 1 for Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images
Figure 2 for Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images
Figure 3 for Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images
Figure 4 for Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images
Viaarxiv icon

Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface

Aug 13, 2020
Vitalis Vosylius, Andy Wang, Cemlyn Waters, Alexey Zakharov, Francis Ward, Loic Le Folgoc, John Cupitt, Antonios Makropoulos, Andreas Schuh, Daniel Rueckert, Amir Alansary

Figure 1 for Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
Figure 2 for Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
Figure 3 for Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
Figure 4 for Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
Viaarxiv icon

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps

Aug 29, 2019
Benjamin Hou, Athanasios Vlontzos, Amir Alansary, Daniel Rueckert, Bernhard Kainz

Figure 1 for Flexible Conditional Image Generation of Missing Data with Learned Mental Maps
Figure 2 for Flexible Conditional Image Generation of Missing Data with Learned Mental Maps
Figure 3 for Flexible Conditional Image Generation of Missing Data with Learned Mental Maps
Figure 4 for Flexible Conditional Image Generation of Missing Data with Learned Mental Maps
Viaarxiv icon