Sophie Ostmeier

Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model

2023 · 66 Zit. · Stroke

GREEN: Generative Radiology Report Evaluation and Error Notation

2024 · 28 Zit.

USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging

2023 · 27 Zit. · Medical Image Analysis

Random expert sampling for deep learning segmentation of acute ischemic stroke on non-contrast CT

2024 · 10 Zit. · Journal of NeuroInterventional Surgery

Structuring Radiology Reports: Challenging LLMs with Lightweight Models

2025 · 4 Zit.

USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference Annotations

2022 · 1 Zit. · arXiv (Cornell University)

GREEN: Generative Radiology Report Evaluation and Error Notation

2024 · 1 Zit. · arXiv (Cornell University)

Expert-level validation of AI-generated medical text with scalable language models

2025 · 1 Zit. · Research Square

From Detection to Mitigation: Addressing Bias in Deep Learning Models for Chest X-Ray Diagnosis

2025 · 0 Zit.

Attention Head Entropy of LLMs Predicts Answer Correctness

2026 · 0 Zit. · Open MIND

MIRIAD: Augmenting LLMs with millions of medical query-response pairs

2025 · 0 Zit. · Repository for Publications and Research Data (ETH Zurich)

MedVAL: Toward Expert-Level Medical Text Validation with Language Models

2025 · 0 Zit. · arXiv (Cornell University)

Attention Head Entropy of LLMs Predicts Answer Correctness

2026 · 0 Zit. · ArXiv.org