Article

Astra: a generalizable report generation foundation model for 3D computed tomography

2026-08-05

Abstract excerpt

<title>Abstract</title> <p>Interpreting computed tomography (CT) requires review of hundreds of volumetric slices and remains time-intensive and expertise-dependent. Automated CT report generation offers a promising route to improving clinical efficiency, yet the field still lacks a generalizable CT report generation foundation model that supports multi-region reporting and remains robust across external real-wor...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 6180ec5b-1e3e-580c-82b4-d76eab4cbfbd
DOI: 10.21203/rs.3.rs-10034289/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Astra: a generalizable report generation foundation model for 3D computed tomographyDOI 10.21203/rs.3.rs-10034289/v1Read

Current Landscape of Automatic Radiology Report Generation with Deep Learning: An Exploratory Systematic ReviewSemantic proximity Read

Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generationSemantic proximity Read

Automating Radiology Report Generation: A Systematic Review of Deep Learning MethodsSemantic proximity Read

IHRAS: Automated Medical Report Generation from Chest X-rays via Classification, Segmentation, and LLMsSemantic proximity Read

Towards Generalist Foundation Model for RadiologySemantic proximity Read

MRG-R3: Retrieval-Reflection-Reward via Multimodal LLMs Advances Clinical Automated Medical Report GenerationSemantic proximity Read

SlideFlame: A data-efficient vision-language model for anatomically grounded pathology reportingSemantic proximity Read

Merlin: A Vision Language Foundation Model for 3D Computed TomographySemantic proximity Read

RadStructAgent: Agentic Structuring of Free-Text Chest X-ray Reports with Small Language ModelsSemantic proximity Read

MedSAM2-CXR: A Box-Latent Framework for Chest X-ray Classification and Report GenerationSemantic proximity Read

AI-Assisted Pneumonia Detection, Localisation and Report Generation from Chest X-raysSemantic proximity Read

An MRI Foundation Model for Versatile Clinical Applications in Gynecological Cancer via Report Metadata LearningSemantic proximity Read