Frontiers in Radiology | Artificial Intelligence in Radiology

Original Research

Published on 27 Nov 2024

Language task-based fMRI analysis using machine learning and deep learning

in Artificial Intelligence in Radiology

Elaine Kuan
Viktor Vegh
John Phamnguyen
Kieran O’Brien
Amanda Hammond
David Reutens

Frontiers in Radiology

doi 10.3389/fradi.2024.1495181

3,136 views

Original Research

Published on 21 Nov 2024

SenseCare: a research platform for medical image informatics and interactive 3D visualization

in Artificial Intelligence in Radiology

Guotai Wang
Qi Duan
Tian Shen
Shaoting Zhang

Frontiers in Radiology

doi 10.3389/fradi.2024.1460889

2,059 views
2 citations

Review

Published on 05 Sep 2024

Artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors

in Artificial Intelligence in Radiology

Paniz Sabeghi
Ketki K. Kinkar
Gloria del Rosario Castaneda
Liesl S. Eibschutz
Brandon K. K. Fields
Bino A. Varghese
Dakshesh B. Patel
Ali Gholamrezanezhad

Frontiers in Radiology

doi 10.3389/fradi.2024.1332535

3,625 views
4 citations

Original Research

Published on 29 Aug 2024

Modular GAN: positron emission tomography image reconstruction using two generative adversarial networks

in Artificial Intelligence in Radiology

Rajat Vashistha
Viktor Vegh
Hamed Moradi
Amanda Hammond
Kieran O’Brien
David Reutens

Frontiers in Radiology

doi 10.3389/fradi.2024.1466498

2,011 views
1 citation

Original Research

Published on 05 Jul 2024

ChatGPT yields low accuracy in determining LI-RADS scores based on free-text and structured radiology reports in German language

in Artificial Intelligence in Radiology

Philipp Fervers
Robert Hahnfeldt
Jonathan Kottlors
Anton Wagner
David Maintz
Daniel Pinto dos Santos
Simon Lennartz
Thorsten Persigehl

Frontiers in Radiology

doi 10.3389/fradi.2024.1390774

3,167 views
11 citations

Original Research

Published on 04 Jun 2024

Automated intracranial vessel segmentation of 4D flow MRI data in patients with atherosclerotic stenosis using a convolutional neural network

in Artificial Intelligence in Radiology

Patrick Winter
Haben Berhane
Jackson E. Moore
Maria Aristova
Teresa Reichl
Julian Wollenberg
Adam Richter
Kelly B. Jarvis
Abhinav Patel
Fan Z. Caprio

Frontiers in Radiology

doi 10.3389/fradi.2024.1385424

3,919 views
2 citations

Original Research

Published on 22 May 2024

Standardized evaluation of the extent of resection in glioblastoma with automated early post-operative segmentation

in Artificial Intelligence in Radiology

Lidia Luque
Karoline Skogen
Bradley J. MacIntosh
Kyrre E. Emblem
Christopher Larsson
David Bouget
Ragnhild Holden Helland
Ingerid Reinertsen
Ole Solheim
Till Schellhorn

Frontiers in Radiology

doi 10.3389/fradi.2024.1357341

3,391 views
5 citations

Original Research

Published on 21 May 2024

Multi-centre benchmarking of deep learning models for COVID-19 detection in chest x-rays

in Artificial Intelligence in Radiology

Rachael Harkness
Alejandro F. Frangi
Kieran Zucker
Nishant Ravikumar

Frontiers in Radiology

doi 10.3389/fradi.2024.1386906

1,613 views

Systematic Review

Published on 09 Apr 2024

A systematic review of artificial intelligence tools for chronic pulmonary embolism on CT pulmonary angiography

in Artificial Intelligence in Radiology

Lojain Abdulaal
Ahmed Maiter
Mahan Salehi
Michael Sharkey
Turki Alnasser
Pankaj Garg
Smitha Rajaram
Catherine Hill
Christopher Johns
Alex Matthew Knox Rothman

Frontiers in Radiology

doi 10.3389/fradi.2024.1335349

6,440 views
7 citations

Original Research

Published on 05 Apr 2024

Fusion of biomedical imaging studies for increased sample size and diversity: a case study of brain MRI

in Artificial Intelligence in Radiology

Matias Aiskovich
Eduardo Castro
Jenna M. Reinen
Shreyas Fadnavis
Anushree Mehta
Hongyang Li
Amit Dhurandhar
Guillermo A. Cecchi
Pablo Polosecki

Frontiers in Radiology

doi 10.3389/fradi.2024.1283392

1,713 views

Systematic Review

Published on 27 Mar 2024

A systematic literature review: deep learning techniques for synthetic medical image generation and their applications in radiotherapy

in Artificial Intelligence in Radiology

Moiz Khan Sherwani
Shyam Gopalakrishnan

Frontiers in Radiology

doi 10.3389/fradi.2024.1385742

8,166 views
17 citations

Review

Published on 23 Feb 2024

Surviving ChatGPT in healthcare

in Artificial Intelligence in Radiology

Zhengliang Liu
Lu Zhang
Zihao Wu
Xiaowei Yu
Chao Cao
Haixing Dai
Ninghao Liu
Jun Liu
Wei Liu
Quanzheng Li

Frontiers in Radiology

doi 10.3389/fradi.2023.1224682

9,623 views
24 citations

Original Research

Published on 19 Feb 2024

Deep-learning for automated detection of MSU deposits on DECT: evaluating impact on efficiency and reader confidence

in Artificial Intelligence in Radiology

Shahriar Faghani
Soham Patel
Nicholas G. Rhodes
Garret M. Powell
Francis I. Baffour
Mana Moassefi
Katrina N. Glazebrook
Bradley J. Erickson
Christin A. Tiegs-Heiden

Frontiers in Radiology

doi 10.3389/fradi.2024.1330399

1,751 views
2 citations

Editorial

Published on 19 Feb 2024

Editorial: Radiomics and AI for clinical and translational medicine

in Artificial Intelligence in Radiology

Eros Montin
Valentina D. A. Corino
Dimitri Martel
Giuseppe Carlucci
Davide Scaramuzza

Frontiers in Radiology

doi 10.3389/fradi.2024.1375443

1,488 views
4 citations

Original Research

Published on 15 Feb 2024

Beyond images: an integrative multi-modal approach to chest x-ray report generation

in Artificial Intelligence in Radiology

Nurbanu Aksoy
Serge Sharoff
Selcuk Baser
Nishant Ravikumar
Alejandro F. Frangi

Frontiers in Radiology

doi 10.3389/fradi.2024.1339612

3,995 views
5 citations

Original Research

Published on 18 Jan 2024

Using a generative adversarial network to generate synthetic MRI images for multi-class automatic segmentation of brain tumors

in Artificial Intelligence in Radiology

P. Raut
G. Baldini
M. Schöneck
L. Caldeira

Frontiers in Radiology

doi 10.3389/fradi.2023.1336902

3,916 views
8 citations