Publications

2026

1. MICCAI

   StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-contrast CT

   Weiru Wang, Susanne GH Olthuis, Elizaveta Lavrova, and 4 more authors

   In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2026

   DOI arXiv Bib PDF Code Website

   @inproceedings{wang2026stroketimer,
     title = {StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-contrast CT},
     author = {Wang, Weiru and Olthuis, Susanne GH and Lavrova, Elizaveta and van Oostenbrugge, Robert J and Majoie, Charles BLM and van Zwam, Wim H and Su, Ruisheng},
     booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention},
     year = {2026},
     organization = {Springer},
     doi = {10.48550/arXiv.2606.04722},
   }

2025

1. IJCARS

   perfDSA: Automatic Perfusion Imaging in Cerebral Digital Subtraction Angiography

   Ruisheng Su, P Matthijs Sluijs, Flavius-Gabriel Marc, and 8 more authors

   International journal of computer assisted radiology and surgery, 2025

   DOI Bib PDF Code Website

   @article{su2025perfdsa,
     title = {perfDSA: Automatic Perfusion Imaging in Cerebral Digital Subtraction Angiography},
     author = {Su, Ruisheng and van der Sluijs, P Matthijs and Marc, Flavius-Gabriel and Te Nijenhuis, Frank and Cornelissen, Sandra AP and Roozenbeek, Bob and van Zwam, Wim H and van der Lugt, Aad and Ruijters, Danny and Pluim, Josien and others},
     journal = {International journal of computer assisted radiology and surgery},
     pages = {1--9},
     year = {2025},
     publisher = {Springer},
     doi = {10.1007/s11548-025-03359-4},
   }

2. ArXiv

   PyPeT: A Python Perfusion Tool for Automated Quantitative Brain CT and MR Perfusion Analysis

   Marijn Borghouts, and Ruisheng Su

   arXiv preprint arXiv:2511.13310, 2025

   DOI Bib PDF Code Website

   @article{borghouts2025pypet,
     title = {PyPeT: A Python Perfusion Tool for Automated Quantitative Brain CT and MR Perfusion Analysis},
     author = {Borghouts, Marijn and Su, Ruisheng},
     journal = {arXiv preprint arXiv:2511.13310},
     year = {2025},
     doi = {10.48550/arXiv.2511.13310},
   }

3. SWITCH

   Discriminating Distal Ischemic Stroke from Seizure-Induced Stroke Mimics Using Dynamic Susceptibility Contrast MRI

   Marijn Borghouts, Richard McKinley, Manuel Köstner, and 3 more authors

   In Stroke Workshop on Imaging and Treatment Challenges, 2025

2024

1. CMIG

   CAVE: Cerebral artery–vein segmentation in digital subtraction angiography

   Ruisheng Su, P Matthijs Sluijs, Yuan Chen, and 7 more authors

   Computerized Medical Imaging and Graphics, 2024
2. JNIS

   Assessment of automated TICI scoring during endovascular treatment in patients with an ischemic stroke

   P Matthijs Sluijs, Ruisheng Su, Sandra Cornelissen, and 7 more authors

   Journal of NeuroInterventional Surgery, 2024
3. PhD Thesis

   Image analysis of cerebral angiography in ischemic stroke

   Ruisheng Su

   Erasmus University Rotterdam, Apr 2024

2023

1. MICCAI

   AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography

   Ruisheng Su, Matthijs Sluijs, Sandra Cornelissen, and 6 more authors

   In International Conference on Medical Image Computing and Computer-Assisted Intervention, Apr 2023
2. MedPhys

   Towards quantitative digital subtraction perfusion angiography: An animal study

   Ruisheng Su, P Matthijs Sluijs, Joaquim Bobi, and 6 more authors

   Medical Physics, Apr 2023

2022

1. MedIA

   Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy

   Ruisheng Su, Matthijs Sluijs, Sandra AP Cornelissen, and 8 more authors

   Medical image analysis, Apr 2022

2021

1. IEEE TMI

   autoTICI: automatic brain tissue reperfusion scoring on 2D DSA images of acute ischemic stroke patients

   Ruisheng Su, Sandra AP Cornelissen, Matthijs Sluijs, and 8 more authors

   IEEE transactions on medical imaging, Apr 2021