Julian Schmidt

CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention

Julian Schmidt, Julian Jordan, Franz Gritschneder et al. · 2022 International Conference on Robotics and Automation (ICRA) · 2022 · 74 citations

Computing, Computer Science, Materials Science +17

SCENE: Reasoning About Traffic Scenes Using Heterogeneous Graph Neural Networks

Thomas Monninger, Julian Schmidt, J Rupprecht et al. · IEEE Robotics and Automation Letters · 2023 · 57 citations · Full text

Computing, Computer Science, Computer Vision +15

A systematic pan-cancer study on deep learning-based prediction of multi-omic biomarkers from routine pathology images

Salim Arslan, Julian Schmidt, Cher Bass et al. · Communications Medicine · 2024 · 39 citations · Full text

Medicine, Oncology, Pathology +17

A Framework for Simulative Evaluation and Optimization of Point Cloud-Based Automotive Sensor Sets

Stefan Roos, Tobias Völkel, Julian Schmidt et al. · 2021 · 13 citations

Computing, Automotive Engineering, Autonomous Systems +13

Deep learning can predict multi-omic biomarkers from routine pathology images: A systematic large-scale study

Salim Arslan, Debapriya Mehrotra, Julian Schmidt et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2022 · 13 citations · Full text

Medicine, Oncology, Pathology +17