Publications

2026

1. 

   MICCAI Conference Open source

   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

   PDF Code DOI arXiv BibTeX

   @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 Journal Open source

   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

   PDF Code DOI BibTeX

   @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 Preprint Open source

   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

   PDF Code DOI BibTeX

   @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 Conference

   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 Journal

   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 Journal

   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 PhD Thesis

   Image analysis of cerebral angiography in ischemic stroke

   Ruisheng Su

   Erasmus University Rotterdam, Apr 2024

2023

1. 

   MICCAI Conference

   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 Journal

   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 Journal

   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 Journal

   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