Frontiers in Radiology

Original Research

Published on 19 Dec 2024

DreamOn: a data augmentation strategy to narrow the robustness gap between expert radiologists and deep learning classifiers

Luc Lerch
Lukas S. Huber
Amith Kamath
Alexander Pöllinger
Aurélie Pahud de Mortanges
Verena C. Obmann
Florian Dammann
Walter Senn
Mauricio Reyes

Frontiers in Radiology

doi 10.3389/fradi.2024.1420545

809 views

Editorial

Published on 17 Dec 2024

Editorial: Advances in artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors

Brandon K. K. Fields
Bino A. Varghese
George R. Matcuk

Frontiers in Radiology

doi 10.3389/fradi.2024.1523389

639 views

Original Research

Published on 16 Dec 2024

Synthesis of MR fingerprinting information from magnitude-only MR imaging data using a parallelized, multi network U-Net convolutional neural network

Kiaran P. McGee
Yi Sui
Robert J. Witte
Ananya Panda
Norbert G. Campeau
Thomaz R. Mostardeiro
Nahil Sobh
Umberto Ravaioli
Shuyue (Lucia) Zhang
Kianoush Falahkheirkhah

Frontiers in Radiology

doi 10.3389/fradi.2024.1498411

785 views

Original Research

Published on 11 Dec 2024

Pneumothorax detection and segmentation from chest X-ray radiographs using a patch-based fully convolutional encoder-decoder network

Jakov Ivan S. Dumbrique
Reynan B. Hernandez
Juan Miguel L. Cruz
Ryan M. Pagdanganan
Prospero C. Naval

Frontiers in Radiology

doi 10.3389/fradi.2024.1424065

827 views

Original Research

Published on 27 Nov 2024

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

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

Frontiers in Radiology

doi 10.3389/fradi.2024.1495181

920 views

Case Report

Published on 25 Nov 2024

Case Report: Diffuse cerebral lymphomatosis with superimposed multifocal primary CNS lymphoma

Elizabeth Huai-Feng Li
Claire Davila
Connor Zuraski
Jennifer Chang
Vanessa Goodwill
Nikdokht Farid

Frontiers in Radiology

doi 10.3389/fradi.2024.1479282

632 views

Original Research

Published on 21 Nov 2024

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

Guotai Wang
Qi Duan
Tian Shen
Shaoting Zhang

Frontiers in Radiology

doi 10.3389/fradi.2024.1460889

812 views

Original Research

Published on 21 Nov 2024

Diffusion-weighted MRI in the identification of renal parenchymal involvement in children with a first episode of febrile urinary tract infection

Lorenzo Anfigeno
Alberto La Valle
Elio Castagnola
Enrico Eugenio Verrina
Giorgio Piaggio
Maria Ludovica Degl'Innocenti
Emanuela Piccotti
Andrea Wolfler
Francesca Maria Lembo
Monica Bodria

Frontiers in Radiology

doi 10.3389/fradi.2024.1452902

520 views

Editorial

Published on 15 Nov 2024

Editorial: Artificial intelligence and multimodal medical imaging data fusion for improving cardiovascular disease care

Saeed Amal
Douglas Sawyer
Arda Könik

Frontiers in Radiology

doi 10.3389/fradi.2024.1412404

810 views

Systematic Review

Published on 31 Oct 2024

Predicting IDH and ATRX mutations in gliomas from radiomic features with machine learning: a systematic review and meta-analysis

Chor Yiu Chloe Chung
Laura Elin Pigott

Frontiers in Radiology

doi 10.3389/fradi.2024.1493824

1,892 views

Review

Published on 07 Oct 2024

CT perfusion imaging in aneurysmal subarachnoid hemorrhage. State of the art

Valentina Elisabetta Lolli
Adrien Guenego
Niloufar Sadeghi
Lise Jodaitis
Boris Lubicz
Fabio Silvio Taccone
Elisa Gouvea Bogossian

Frontiers in Radiology

doi 10.3389/fradi.2024.1445676

2,778 views

Original Research

Published on 01 Oct 2024

Seven-tesla magnetic resonance imaging of the nervus terminalis, olfactory tracts, and olfactory bulbs in COVID-19 patients with anosmia and hypogeusia

Claudia F. E. Kirsch
Syed Ali Khurram
Daniel Lambert
Puneet Belani
Puneet S. Pawha
Akbar Alipour
Shams Rashid
Mackenzie T. Herb
Sera Saju
Yijuan Zhu

Frontiers in Radiology

doi 10.3389/fradi.2024.1322851

1,848 views

Case Report

Published on 27 Sep 2024

Intranodal lymphangiography combined with foam sclerotherapy embolization of thoracic duct in the treatment of postoperative chylous leakage for thyroid carcinoma: a case report and review

RuiJiang Liu
Lei Cao
JingXin Du
Ping Xie

Frontiers in Radiology

doi 10.3389/fradi.2024.1476227

866 views

Perspective

Published on 16 Sep 2024

Photon-counting CT for forensic death investigations—a glance into the future of virtual autopsy

Dominic Gascho

Frontiers in Radiology

doi 10.3389/fradi.2024.1463236

1,808 views
3 citations

Review

Published on 05 Sep 2024

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

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

2,010 views
1 citation

Review

Published on 30 Aug 2024

Radiologic overview of sinonasal lesions

Mohammed U. Syed
Steve J. Stephen
Akm A. Rahman

Frontiers in Radiology

doi 10.3389/fradi.2024.1445701

3,430 views

Navigation group

Volumes

Volume 4 - 2024

DreamOn: a data augmentation strategy to narrow the robustness gap between expert radiologists and deep learning classifiers

Editorial: Advances in artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors

Synthesis of MR fingerprinting information from magnitude-only MR imaging data using a parallelized, multi network U-Net convolutional neural network

Pneumothorax detection and segmentation from chest X-ray radiographs using a patch-based fully convolutional encoder-decoder network

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

Case Report: Diffuse cerebral lymphomatosis with superimposed multifocal primary CNS lymphoma

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

Diffusion-weighted MRI in the identification of renal parenchymal involvement in children with a first episode of febrile urinary tract infection

Editorial: Artificial intelligence and multimodal medical imaging data fusion for improving cardiovascular disease care

Predicting IDH and ATRX mutations in gliomas from radiomic features with machine learning: a systematic review and meta-analysis

CT perfusion imaging in aneurysmal subarachnoid hemorrhage. State of the art

Seven-tesla magnetic resonance imaging of the nervus terminalis, olfactory tracts, and olfactory bulbs in COVID-19 patients with anosmia and hypogeusia

Intranodal lymphangiography combined with foam sclerotherapy embolization of thoracic duct in the treatment of postoperative chylous leakage for thyroid carcinoma: a case report and review

Photon-counting CT for forensic death investigations—a glance into the future of virtual autopsy

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

Radiologic overview of sinonasal lesions