Alert button
Picture for Daniel Rueckert

Daniel Rueckert

Alert button

A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images

Add code
Bookmark button
Alert button
Dec 03, 2022
Hongwei Bran Li, Chinmay Prabhakar, Suprosanna Shit, Johannes Paetzold, Tamaz Amiranashvili, Jianguo Zhang, Daniel Rueckert, Juan Eugenio Iglesias, Benedikt Wiestler, Bjoern Menze

Figure 1 for A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Figure 2 for A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Figure 3 for A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Figure 4 for A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Viaarxiv icon

How Do Input Attributes Impact the Privacy Loss in Differential Privacy?

Add code
Bookmark button
Alert button
Nov 18, 2022
Tamara T. Mueller, Stefan Kolek, Friederike Jungmann, Alexander Ziller, Dmitrii Usynin, Moritz Knolle, Daniel Rueckert, Georgios Kaissis

Figure 1 for How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
Figure 2 for How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
Figure 3 for How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
Figure 4 for How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
Viaarxiv icon

The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images

Add code
Bookmark button
Alert button
Nov 14, 2022
Philip Müller, Georgios Kaissis, Daniel Rueckert

Figure 1 for The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Figure 2 for The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Figure 3 for The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Figure 4 for The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Viaarxiv icon

Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients

Add code
Bookmark button
Alert button
Nov 08, 2022
Alexander Ziller, Ayhan Can Erdur, Friederike Jungmann, Daniel Rueckert, Rickmer Braren, Georgios Kaissis

Figure 1 for Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients
Figure 2 for Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients
Figure 3 for Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients
Viaarxiv icon

Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias

Add code
Bookmark button
Alert button
Oct 28, 2022
Linus Kreitner, Ivan Ezhov, Daniel Rueckert, Johannes C. Paetzold, Martin J. Menten

Figure 1 for Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Figure 2 for Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Figure 3 for Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Figure 4 for Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Viaarxiv icon

Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens

Add code
Bookmark button
Alert button
Oct 24, 2022
Georgios Kaissis, Alexander Ziller, Stefan Kolek Martinez de Azagra, Daniel Rueckert

Figure 1 for Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens
Figure 2 for Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens
Figure 3 for Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens
Figure 4 for Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens
Viaarxiv icon

Label Noise-Robust Learning using a Confidence-Based Sieving Strategy

Add code
Bookmark button
Alert button
Oct 11, 2022
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Daniel Rueckert, Georgios Kaissis

Figure 1 for Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
Figure 2 for Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
Figure 3 for Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
Figure 4 for Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
Viaarxiv icon

Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning

Add code
Bookmark button
Alert button
Sep 30, 2022
Reza Nasirigerdeh, Javad Torkzadehmahani, Daniel Rueckert, Georgios Kaissis

Figure 1 for Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning
Figure 2 for Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning
Figure 3 for Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning
Figure 4 for Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning
Viaarxiv icon

Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance

Add code
Bookmark button
Alert button
Sep 21, 2022
Chen Qin, Daniel Rueckert

Viaarxiv icon

Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal

Add code
Bookmark button
Alert button
Sep 20, 2022
Michael Tanzer, Sea Hee Yook, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin

Figure 1 for Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal
Figure 2 for Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal
Figure 3 for Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal
Figure 4 for Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal
Viaarxiv icon