Sophie Ostmeier

7 papers · 2024–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive

Venues

ACL (2) EMNLP (2) CVPR (1) ICML (1) MIDL (1)

Top co-authors

Curtis Langlotz (5) Maya Varma (5) Christian Bluethgen (4) Akshay S Chaudhari (4) Zhihong Chen (3) Justin Xu (3) Jean-Benoit Delbrouck (3) Asfandyar Azhar (2) Louis Blankemeier (2) Johannes Moll (2)

Research topics

Healthcare & Medicine (6) Clinical (6) Deep Learning (5) Machine Learning (4) Artificial Intelligence (3) Computer Vision (3) Natural Language Processing (3) Application Areas (3) Core AI (3) Domain-Specific (3) Learning Types (3) Applications (2) Architectures (2) Core Methods (1) Generation (1)

Keywords

medical imaging (4) radiology report (3) large language model (3) report generation (2) radiology report generation (2) chest x-ray (2) medical image (2) error detection (1) natural language understanding (1) text generation (1) lightweight model (1) self-supervised pretraining (1) reward overoptimization (1) mild cognitive impairment (1) image reconstruction (1) clinical text (1) encoder-decoder model (1) vision-language model (1) medical evaluation (1) latent representation (1)

Papers

Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE) CVPR 2026 Automated Structured Radiology Report Generation ACL 2025 CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025 LieRE: Lie Rotational Positional Encodings ICML 2025 MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders MIDL 2025 Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024