Alert button
Picture for Chinmay Prabhakar

Chinmay Prabhakar

Alert button

Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images

Aug 31, 2023
Chinmay Prabhakar, Hongwei Bran Li, Johannes C. Paetzold, Timo Loehr, Chen Niu, Mark Mühlau, Daniel Rueckert, Benedikt Wiestler, Bjoern Menze

Figure 1 for Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images
Figure 2 for Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images
Figure 3 for Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images
Figure 4 for Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images
Viaarxiv icon

Link Prediction for Flow-Driven Spatial Networks

Mar 25, 2023
Bastian Wittmann, Johannes C. Paetzold, Chinmay Prabhakar, Daniel Rueckert, Bjoern Menze

Figure 1 for Link Prediction for Flow-Driven Spatial Networks
Figure 2 for Link Prediction for Flow-Driven Spatial Networks
Figure 3 for Link Prediction for Flow-Driven Spatial Networks
Figure 4 for Link Prediction for Flow-Driven Spatial Networks
Viaarxiv icon

ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations

Jan 18, 2023
Chinmay Prabhakar, Hongwei Bran Li, Jiancheng Yang, Suprosana Shit, Benedikt Wiestler, Bjoern Menze

Figure 1 for ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
Figure 2 for ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
Figure 3 for ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
Figure 4 for ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
Viaarxiv icon

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

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

Differentially Private Graph Classification with GNNs

Feb 08, 2022
Tamara T. Mueller, Johannes C. Paetzold, Chinmay Prabhakar, Dmitrii Usynin, Daniel Rueckert, Georgios Kaissis

Figure 1 for Differentially Private Graph Classification with GNNs
Figure 2 for Differentially Private Graph Classification with GNNs
Figure 3 for Differentially Private Graph Classification with GNNs
Figure 4 for Differentially Private Graph Classification with GNNs
Viaarxiv icon

Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph)

Aug 30, 2021
Johannes C. Paetzold, Julian McGinnis, Suprosanna Shit, Ivan Ezhov, Paul Büschl, Chinmay Prabhakar, Mihail I. Todorov, Anjany Sekuboyina, Georgios Kaissis, Ali Ertürk, Stephan Günnemann, Bjoern H. Menze

Figure 1 for Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph)
Figure 2 for Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph)
Figure 3 for Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph)
Figure 4 for Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph)
Viaarxiv icon