Comparison of the Impact of Deep Learning Techniques on Low-noise Head CT Images

While DL techniques reduce image noise, there are differences in CT values and visual impression, especially white matter-gray matter contrast, so care should be taken when using it.

Authors

Publication Details

Journal
Japanese Journal of Radiological Technology
Published
2025-01-01
DOI
https://doi.org/10.6009/jjrt.25-1537
Primary Topic
Advanced X-ray and CT Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparison of the Impact of Deep Learning Techniques on Low-noise Head CT Images

Takuro Tahara, Seigo Yoshida
Japanese Journal of Radiological Technology
Advanced X-ray and CT Imaging
article

Comparison of the Impact of Deep Learning Techniques on Low-noise Head CT Images

Takuro Tahara, Seigo Yoshida
article en

Abstract

While DL techniques reduce image noise, there are differences in CT values and visual impression, especially white matter-gray matter contrast, so care should be taken when using it.

Japanese Journal of Radiological TechnologyVol. 81(5)
Quality Education
Openalex Percentile: Top 94%
Advanced X-ray and CT Imaging
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.

Comparison of the Impact of Deep Learning Techniques on Low-noise Head CT Images — Takuro Tahara, Seigo Yoshida · Japanese Journal of Radiological Technology (2025) | TGRS Research Map | TGRS