Frontiers in Radiology | Artificial Intelligence in Radiology

Original Research

Published on 14 Oct 2025

YOLOv8-Seg: a deep learning approach for accurate classification of osteoporotic vertebral fractures

in Artificial Intelligence in Radiology

Feng Yang
Yuchen Qian
Heting Xiao
Zhiheng Gao
Xuewen Zhao
Yuwei Chen
Haifu Sun
Yonggang Li
Yu Wang
Lingjie Wang

Frontiers in Radiology

doi 10.3389/fradi.2025.1651798

225 views

Original Research

Accepted on 13 Oct 2025

A Systematic Review and Meta-Analysis of GPT-based Differential Diagnostic Accuracy in Radiological Cases: 2023-2025

in Artificial Intelligence in Radiology

Daniel Nguyen
Isaac Bronson
Ryan Chen
Young Kim

Frontiers in Radiology

doi 10.3389/fradi.2025.1670517

Original Research

Accepted on 08 Oct 2025

Feasibility of artificial intelligence-assisted fast magnetic resonance imaging technology in the ankle joint injury: a comparison of the proton density-weighted image

in Artificial Intelligence in Radiology

SiHan Xu
WenJuan Cao
LuYi Wang
PangXing Guo
Chen Hong Hai
YuHai Cao

Frontiers in Radiology

doi 10.3389/fradi.2025.1673619

185 views

Original Research

Accepted on 06 Oct 2025

High-resolution deep learning reconstructed T2-weighted imaging for improvement of image quality and extraprostatic extension assessment in prostate MRI

in Artificial Intelligence in Radiology

Sebastian Gassenmaier
Franziska Katharina Staber
Stephan Ursprung
Judith Herrmann
Sebastian Werner
Andreas Lingg
Lisa C Adams
Haidara Almansour
Konstantin Nikolaou
Saif Afat

Frontiers in Radiology

doi 10.3389/fradi.2025.1695043

171 views

Opinion

Accepted on 06 Oct 2025

Opinion: The letter to Editor regarding "Automatic segmentation of the maxillary sinus on cone beam computed tomographic images with U-Net deep learning model"

in Artificial Intelligence in Radiology

Jiayi Chen

Frontiers in Radiology

doi 10.3389/fradi.2025.1674455

138 views

Original Research

Accepted on 30 Sep 2025

Integrating Clinical Indications and Patient Demographics for Multi-label Abnormality Classification and Automated Report Generation in 3D Chest CT Scans

in Artificial Intelligence in Radiology

Theo Di Piazza
Carole Lazarus
Olivier Nempont
Loic Boussel

Frontiers in Radiology

doi 10.3389/fradi.2025.1672364

157 views

Original Research

Published on 16 Sep 2025

The evolution of artificial intelligence technology in non-alcoholic fatty liver disease

in Artificial Intelligence in Radiology

Jiawen He
Yao Wu
Zhiyong Lin
Ruohong He
Li Zhuo
Yingying Li

Frontiers in Radiology

doi 10.3389/fradi.2025.1634165

1,556 views

Original Research

Published on 09 Sep 2025

Intervertebral disc anomaly intelligent classification system based on deep learning, IDAICS

in Artificial Intelligence in Radiology

Zhiheng Gao
Yuchen Qian
Rongkang Fan
Yuqing Yang
Yu Wang
Lei Xing
Yu Chen
Yonggang Li
Haifu Sun
Yusen Qiao

Frontiers in Radiology

doi 10.3389/fradi.2025.1646008

810 views

Editorial

Published on 03 Sep 2025

Editorial: Towards precision oncology: assessing the role of radiomics and artificial intelligence

in Artificial Intelligence in Radiology

Salvatore Claudio Fanni
Damiano Caruso
Lorenzo Faggioni
Emanuele Neri
Dania Cioni

Frontiers in Radiology

doi 10.3389/fradi.2025.1676229

755 views

Original Research

Published on 07 Aug 2025

The value of CT texture analysis in predicting mitotic activity and morphological variants of adrenocortical carcinoma

in Artificial Intelligence in Radiology

N. V. Tarbaeva
A. V. Manaev
K. V. Ivashchenko
N. M. Platonova
D. G. Beltsevich
N. V. Pachuashvili
L. S. Urusova
N. G. Mokrysheva

Frontiers in Radiology

doi 10.3389/fradi.2025.1635425

977 views

Review

Published on 05 Aug 2025

Explainable AI in medicine: challenges of integrating XAI into the future clinical routine

in Artificial Intelligence in Radiology

Tim Räz
Aurélie Pahud De Mortanges
Mauricio Reyes

Frontiers in Radiology

doi 10.3389/fradi.2025.1627169

2,715 views

Original Research

Published on 29 Jul 2025

WaveAttention-ResNet: a deep learning-based intelligent diagnostic model for the auxiliary diagnosis of multiple retinal diseases

in Artificial Intelligence in Radiology

Biao Guo
Daqing Wang
Ruiqi Zhang
Jia Hou
Wenchao Liu
YongFei Wu
Xudong Yang
Lijuan Zhang

Frontiers in Radiology

doi 10.3389/fradi.2025.1608052

1,122 views

Editorial

Published on 23 Jul 2025

Editorial: Artificial intelligence in radiology and radiation oncology

in Artificial Intelligence in Radiology

Curtise K. C. Ng
Vincent W. S. Leung

Frontiers in Radiology

doi 10.3389/fradi.2025.1657119

1,627 views

Original Research

Published on 09 Jul 2025

Assessing the consistency of CT-based ventilation imaging under noise reduction processing with simulated quantum noise using a nonrigid alveoli phantom

in Artificial Intelligence in Radiology

Shin Miyakawa
Hiraku Fuse
Kenji Yasue
Norikazu Koori
Masato Takahashi
Hiroki Nosaka
Shunsuke Moriya
Fumihiro Tomita
Tatsuya Fujisaki

Frontiers in Radiology

doi 10.3389/fradi.2025.1567267

893 views

Review

Published on 23 May 2025

Use of artificial intelligence in the management of stroke: scoping review

in Artificial Intelligence in Radiology

Nicolas Melo Sierra
Erwin Hernando Hernández Rincón
Gabriela Alejandra Osorio Betancourt
Paula Andrea Ramos Chaparro
Diana Marcela Diaz Quijano
Samuel David Barbosa
Michel Hernandez Restrepo
Gustavo Uriza Sinisterra

Frontiers in Radiology

doi 10.3389/fradi.2025.1593397

3,543 views
1 citation

Original Research

Published on 09 May 2025

Diagnostic precision of a deep learning algorithm for the classification of non-contrast brain CT reports

in Artificial Intelligence in Radiology

Hamza Eren Güzel
Göktuğ Aşcı
Oytun Demirbilek
Tuğçe Doğa Özdemir
Pelin Berfin Erekli

Frontiers in Radiology

doi 10.3389/fradi.2025.1509377

1,708 views