Sophie Ostmeier
Stanford Medicine(US)Artificial Intelligence in Medicine (Canada)(CA)Stanford University(US)
Publications by Year
Research Areas
Artificial Intelligence in Healthcare and Education, Radiomics and Machine Learning in Medical Imaging, Topic Modeling, Acute Ischemic Stroke Management, Advanced X-ray and CT Imaging
Most-Cited Works
- → Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model(2023)58 cited
- → Merlin: A Vision Language Foundation Model for 3D Computed Tomography(2024)57 cited
- → GREEN: Generative Radiology Report Evaluation and Error Notation(2024)24 cited
- → USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging(2023)23 cited
- → Prediction of Ischemic Stroke Functional Outcomes from Acute-Phase Noncontrast CT and Clinical Information(2024)12 cited
- → Iodine concentration of healthy lymph nodes of neck, axilla, and groin in dual-energy computed tomography(2020)12 cited
- → Non-inferiority of deep learning ischemic stroke segmentation on non-contrast CT within 16-hours compared to expert neuroradiologists(2023)11 cited
- → Prediction of delayed cerebral ischemia after cerebral aneurysm rupture using explainable machine learning approach(2023)10 cited
- → Random expert sampling for deep learning segmentation of acute ischemic stroke on non-contrast CT(2024)9 cited
- → Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset(2024)9 cited