Citation

BibTex format

@article{Jing:2026:10.1016/j.media.2025.103910,
author = {Jing, P and Lee, K and Zhang, Z and Zhou, H and Yuan, Z and Gao, Z and Zhu, L and Papanastasiou, G and Fang, Y and Yang, G},
doi = {10.1016/j.media.2025.103910},
journal = {MEDICAL IMAGE ANALYSIS},
title = {Reason like a radiologist: Chain-of-thought and reinforcement learning for verifiable report},
url = {http://dx.doi.org/10.1016/j.media.2025.103910},
volume = {109},
year = {2026}
}
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RIS format (EndNote, RefMan)

TY  - JOUR
AU  - Jing,P
AU  - Lee,K
AU  - Zhang,Z
AU  - Zhou,H
AU  - Yuan,Z
AU  - Gao,Z
AU  - Zhu,L
AU  - Papanastasiou,G
AU  - Fang,Y
AU  - Yang,G
DO  - 10.1016/j.media.2025.103910
PY  - 2026///
SN  - 1361-8415
TI  - Reason like a radiologist: Chain-of-thought and reinforcement learning for verifiable report
T2  - MEDICAL IMAGE ANALYSIS
UR  - http://dx.doi.org/10.1016/j.media.2025.103910
VL  - 109
ER  -
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Mary Finnegan
Senior MR Physicist at the Imperial College Healthcare NHS Trust

Pete Lally
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Jan Sedlacik
MR Physicist at the Robert Steiner MR Unit, Hammersmith Hospital Campus