Matthijs van der Sluijs

Perfusion Angiography in reperfused ischemic stroke patients: differentiating between favorable and unfavorable outcome Open

Matthijs van der Sluijs, Ruisheng Su, Bridget A. Schoon, Rob A. van de Graaf, Sandra Cornelissen , et al. · 2025

Quantifying DSA perfusion parameters provides additional information about reperfusion status and could contribute in differentiating between favorable and unfavorable functional outcome. The code for producing the quantitative digital sub…

Direct vascular territory segmentation on cerebral digital subtraction angiography Open

Matthijs van der Sluijs, Laura E. Strong, Frank G. te Nijenhuis, Sandra Cornelissen, Pieter‐Jan van Doormaal , et al. · 2025

X-ray digital subtraction angiography (DSA) is frequently used when evaluating minimally invasive medical interventions. DSA predominantly visualizes vessels, and soft tissue anatomy is less visible or invisible in DSA. Visualization of ce…

OccluNet: Spatio-Temporal Deep Learning for Occlusion Detection on DSA Open

Anushka A. Kore, Frank G. te Nijenhuis, Matthijs van der Sluijs, Wim H. van Zwam, Charles B.L.M. Majoie , et al. · 2025

Accurate detection of vascular occlusions during endovascular thrombectomy (EVT) is critical in acute ischemic stroke (AIS). Interpretation of digital subtraction angiography (DSA) sequences poses challenges due to anatomical complexity an…

CLAIRE-DSA: Fluoroscopic Image Classification for Quality Assurance of Computer Vision Pipelines in Acute Ischemic Stroke Open

Cristo J. van den Berg, Frank Gerard te Nijenhuis, Mirre J. Blaauboer, Daan T. W. van Erp, Carlijn M. Keppels , et al. · 2025

Computer vision models can be used to assist during mechanical thrombectomy (MT) for acute ischemic stroke (AIS), but poor image quality often degrades performance. This work presents CLAIRE-DSA, a deep learning--based framework designed t…

Integrating cross-sectional imaging data into functional outcome prediction models for acute ischemic stroke of the anterior circulation Open

Frank Gerard te Nijenhuis, Matthijs van der Sluijs, Pieter‐Jan van Doormaal, Wim H. van Zwam, Jeannette Hofmeijer , et al. · 2025

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

Matthijs van der Sluijs, Ruisheng Su, Sandra Cornelissen, Adriaan C.G.M. van Es, Geert J. Lycklama à Nijeholt , et al. · 2024

Background The extended Thrombolysis in Cerebral Infarction (eTICI) score is used in digital subtraction angiography (DSA) to quantify reperfusion grade in patients with an ischemic stroke who undergo endovascular thrombectomy (EVT). A pre…

CAVE: Cerebral artery–vein segmentation in digital subtraction angiography Open

Ruisheng Su, Matthijs van der Sluijs, Yuan Chen, Sandra Cornelissen, Ruben van den Broek , et al. · 2024

Cerebral X-ray digital subtraction angiography (DSA) is a widely used imaging technique in patients with neurovascular disease, allowing for vessel and flow visualization with high spatio-temporal resolution. Automatic artery-vein segmenta…

Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke Open

Henk van Voorst, Johanna Pitkänen, Laura van Poppel, Lucas de Vries, Mahsa Mojtahedi , et al. · 2024

Clinical consequence of vessel perforations during endovascular treatment of acute ischemic stroke Open

Matthijs van der Sluijs, Ruisheng Su, Sandra Cornelissen, Adriaan C.G.M. van Es, Geert J. Lycklama à Nijeholt , et al. · 2023

Cost-effectiveness of CT perfusion for the detection of large vessel occlusion acute ischemic stroke followed by endovascular treatment: a model-based health economic evaluation study Open

Henk van Voorst, Jan W. Hoving, Miou S. Koopman, Jasper D. Daems, Daan Peerlings , et al. · 2023

Automated image registration of cerebral digital subtraction angiography Open

Vincent J. W. Hellebrekers, Theo van Walsum, Ihor Smal, Sandra Cornelissen, Wim H. van Zwam , et al. · 2023

Purpose Our aim is to automatically align digital subtraction angiography (DSA) series, recorded before and after endovascular thrombectomy. Such alignment may enable quantification of procedural success. Methods Firstly, we examine the in…

Clinical consequence of vessel perforations during endovascular treatment of acute ischemic stroke Open

Matthijs van der Sluijs, Ruisheng Su, Sandra Cornelissen, Adriaan C.G.M. van Es, Geert J. Lycklama à Nijeholt , et al. · 2023

Background Endovascular treatment (EVT) of acute ischemic stroke can be complicated by vessel perforation. We studied the incidence and determinants of vessel perforations. In addition, we studied the association of vessel perforations wit…

Mathematical modelling of haemorrhagic transformation in the human brain Open

Xi Chen, Jiayu Wang, Katinka R. van Kranendonk, Tamás Józsa, Wahbi K. El‐Bouri , et al. · 2023

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

Ruisheng Su, Matthijs van der Sluijs, Sandra Cornelissen, Wim H. van Zwam, Aad van der Lugt , et al. · 2023

Prehospital transdermal glyceryl trinitrate in patients with presumed acute stroke (MR ASAP): an ambulance-based, multicentre, randomised, open-label, blinded endpoint, phase 3 trial Open

Sophie A. van den Berg, Simone M. Uniken Venema, Hendrik Reinink, Jeannette Hofmeijer, Wouter J. Schonewille , et al. · 2022

The Collaboration for New Treatments of Acute Stroke consortium, the Brain Foundation Netherlands, the Ministry of Economic Affairs, Stryker, Medtronic, Cerenovus, and the Dutch Heart Foundation.

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

Ruisheng Su, Matthijs van der Sluijs, Sandra Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer , et al. · 2022

Automatic artery/vein classification in 2D-DSA images of stroke patients Open

Vivian van Asperen, Josefien van den Berg, Fleur Lycklama, Victoria Marting, Sandra Cornelissen , et al. · 2022

To develop an objective system for perfusion assessment in digital subtraction angiography (DSA), artery-vein (A/V) classification is essential. In this study, an automated A/V classification system in 2D DSA images of stroke patients is p…

autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients Open

Ruisheng Su, Sandra Cornelissen, Matthijs van der Sluijs, Adriaan C.G.M. van Es, Wim H. van Zwam , et al. · 2021

The Thrombolysis in Cerebral Infarction (TICI) score is an important metric for reperfusion therapy assessment in acute ischemic stroke. It is commonly used as a technical outcome measure after endovascular treatment (EVT). Existing TICI s…

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