Stefan Winzeck
Microsoft Research (United Kingdom)(GB)
Publications by Year
Research Areas
Traumatic Brain Injury and Neurovascular Disturbances, Traumatic Brain Injury Research, Cardiac Arrest and Resuscitation, Trauma and Emergency Care Studies, Advanced Neuroimaging Techniques and Applications
Most-Cited Works
- → ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI(2016)520 cited
- → ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI(2018)164 cited
- → Post-acute blood biomarkers and disease progression in traumatic brain injury(2022)95 cited
- → Predicting Infarct Core From Computed Tomography Perfusion in Acute Ischemia With Machine Learning: Lessons From the ISLES Challenge(2021)83 cited
- → Big Data Approaches to Phenotyping Acute Ischemic Stroke Using Automated Lesion Segmentation of Multi-Center Magnetic Resonance Imaging Data(2019)78 cited
- → Incidence, Risk Factors, and Effects on Outcome of Ventilator-Associated Pneumonia in Patients With Traumatic Brain Injury(2020)78 cited
- → Algorithmic encoding of protected characteristics in chest X-ray disease detection models(2023)72 cited
- → Risk of Bias in Chest Radiography Deep Learning Foundation Models(2023)62 cited
- → Deep Learning‐Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies(2021)58 cited
- → Ensemble of Convolutional Neural Networks Improves Automated Segmentation of Acute Ischemic Lesions Using Multiparametric Diffusion-Weighted MRI(2019)54 cited