Sophie Ostmeier
6 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(23)
π£
Hot Topic Early Bird
Conferences
ACL (2)
EMNLP (2)
ICML (1)
MIDL (1)
Top co-authors
Keywords
medical imaging
(4)
radiology report
(3)
large language model
(3)
radiology report generation
(2)
chest x-ray
(2)
report generation
(2)
medical image
(2)
vision-language model
(1)
lightweight model
(1)
reward overoptimization
(1)
encoder-decoder model
(1)
clinical text
(1)
medical evaluation
(1)
clinical nlp
(1)
reward optimization
(1)
disease classification
(1)
structured report
(1)
preference fine-tuning
(1)
chest x-ray radiology
(1)
factual correctness
(1)
Papers
Automated Structured Radiology Report Generation
ACL 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
ACL 2025
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
EMNLP 2025
LieRE: Lie Rotational Positional Encodings
ICML 2025
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
MIDL 2025
GREEN: Generative Radiology Report Evaluation and Error Notation
EMNLP 2024