Chinmay Prabhakar

Structured Knowledge Graphs for Classifying Unseen Patterns in Radiographs

Bjoern H Menze, B. Menze, A. Sekuboyina, 2022, GeoMedIA.

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

Stephan Günnemann, Bjoern H. Menze, Bjoern H Menze, 2021, NeurIPS Datasets and Benchmarks.

Graflow: A Neural Blood Flow Solver for Vascular Graph

Bjoern H Menze, Johannes C. Paetzold, M. Menten, 2022 .

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

Bjoern H Menze, Johannes C. Paetzold, Mihail I. Todorov, 2021, ArXiv.

Link Prediction for Flow-Driven Spatial Networks

Bjoern H Menze, Johannes C. Paetzold, D. Rueckert, 2023, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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

Bjoern H Menze, Johannes C. Paetzold, J. E. Iglesias, 2022, ArXiv.

Differentially Private Graph Neural Networks for Whole-Graph Classification

D. Rueckert, Dmitrii Usynin, Tamara T. Mueller, 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

Bjoern H Menze, Mihail I. Todorov, Stephan Günnemann, 2021, NeurIPS Datasets and Benchmarks.

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

Bjoern H Menze, Jiancheng Yang, B. Wiestler, 2023, MIDL.

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

Bjoern H Menze, D. Rueckert, B. Wiestler, 2023, MICCAI.

GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes

Bjoern H Menze, A. Sekuboyina, Sarthak Pati, 2023, 2305.16037.