Current state evaluation of challenges and opportunities in standardized nomenclature and artificial intelligence adoption in Canadian radiation oncology practice

This current state analysis informs and directs future initiatives to improve standardized nomenclature implementation and support informed AI adoption within RT, with the goal of ultimately improving RT quality and safety. Canada is well-positioned to lead data standardization efforts and serve as a case study to potentially provide guidance at an international level to equal partners.

Authors

Institutions

Publication Details

Journal
Journal of medical imaging and radiation sciences
Published
2025-12-27
DOI
https://doi.org/10.1016/j.jmir.2025.102170
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Current state evaluation of challenges and opportunities in standardized nomenclature and artificial intelligence adoption in Canadian radiation oncology practice

Annie Hsu, Emma Brown, Caitlin Gillan, Brian Liszewski et al.
Journal of medical imaging and radiation sciences
Artificial Intelligence in Healthcare and Education
article

Current state evaluation of challenges and opportunities in standardized nomenclature and artificial intelligence adoption in Canadian radiation oncology practice

Annie Hsu, Emma Brown, Caitlin Gillan, Brian Liszewski, Amanda Caissie, Michelle Nielsen, Heather Donaldson, Fariah Humaira Rahman
article en

Abstract

This current state analysis informs and directs future initiatives to improve standardized nomenclature implementation and support informed AI adoption within RT, with the goal of ultimately improving RT quality and safety. Canada is well-positioned to lead data standardization efforts and serve as a case study to potentially provide guidance at an international level to equal partners.

Journal of medical imaging and radiation sciencesVol. 57(2)
Sunnybrook Health Science Centre (CA), Cancer Care Ontario (CA), Canadian Centre for Applied Research in Cancer Control (CA), Artificial Intelligence in Medicine (Canada) (CA)
Partnerships for the goals
Openalex Percentile: Top 39%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Current state evaluation of challenges and opportunities in standardized nomenclature and artificial intelligence adoption in Canadian radiation oncology practice — Annie Hsu, Emma Brown, et al. · Journal of medical imaging and radiation sciences (2025) | TGRS Research Map | TGRS