Multimodal Transformer Fusion of Clinical Information, Medical Text, and Pituitary MRI 2.5D Deep Learning Features for Differentiating Growth Hormone Deficiency and Idiopathic Short Stature.

Zhang K, Jia J, Lin J, Hu J, Zhu Y, Wu Z, Yang L, Huang C.

Open source

DOI
10.1016/j.acra.2026.08.015
Published
2026-08-21
Container
Acad Radiol
Publisher
Not recorded
Open access
no

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1016/j.acra.2026.08.015,
  title = {Multimodal Transformer Fusion of Clinical Information, Medical Text, and Pituitary MRI 2.5D Deep Learning Features for Differentiating Growth Hormone Deficiency and Idiopathic Short Stature.},
  author = {Zhang K and  Jia J and  Lin J and  Hu J and  Zhu Y and  Wu Z and  Yang L and  Huang C.},
  year = {2026},
  journal = {Acad Radiol},
  doi = {10.1016/j.acra.2026.08.015},
  url = {https://doi.org/10.1016/j.acra.2026.08.015}
}

RIS

TY  - JOUR
TI  - Multimodal Transformer Fusion of Clinical Information, Medical Text, and Pituitary MRI 2.5D Deep Learning Features for Differentiating Growth Hormone Deficiency and Idiopathic Short Stature.
AU  - Zhang K
AU  -  Jia J
AU  -  Lin J
AU  -  Hu J
AU  -  Zhu Y
AU  -  Wu Z
AU  -  Yang L
AU  -  Huang C.
PY  - 2026
JO  - Acad Radiol
DO  - 10.1016/j.acra.2026.08.015
UR  - https://doi.org/10.1016/j.acra.2026.08.015
ER  - 

APA

K, Z., J, J., J, L., J, H., Y, Z., Z, W., L, Y., & C., H. (2026). Multimodal Transformer Fusion of Clinical Information, Medical Text, and Pituitary MRI 2.5D Deep Learning Features for Differentiating Growth Hormone Deficiency and Idiopathic Short Stature.. Acad Radiol. https://doi.org/10.1016/j.acra.2026.08.015

Source records