Shadows and reflections on radiology and artificial intelligence.

Eur Radiol

Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.

Published: June 2025


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Download full-text PDF

Source
http://dx.doi.org/10.1007/s00330-025-11782-zDOI Listing

Publication Analysis

Top Keywords

shadows reflections
4
reflections radiology
4
radiology artificial
4
artificial intelligence
4
shadows
1
radiology
1
artificial
1
intelligence
1

Similar Publications

Urbanization cast a shadow over bacterial community in river sediment: Insights from community diversity, assembly processes and network interactions.

J Environ Manage

September 2025

State Key Laboratory of Regional Environment and Sustainability, School of Environment, Beijing Normal University, Beijing,100875, China. Electronic address:

Rivers reflect natural-anthropogenic interactions, yet how urbanization affects riverine bacterial communities along rural-urban gradients is poorly understood. This study examined bacterial diversity and assembly mechanisms along such a gradient of river sediments. Results showed that bacterial diversity significantly decreased with increasing urban influence.

View Article and Find Full Text PDF

Background: Operating room (OR) shadowing allows nursing students to observe high-stakes teamwork and clinical decision-making. However, the emotional and professional impact of such experiences on novice nurses remains underexplored.

Methods: This qualitative study explored how a single episode of OR shadowing during undergraduate clinical training influenced novice nurses' emotional responses and professional development.

View Article and Find Full Text PDF

Background: The transparent jellyfish body is often difficult to see underwater, as its refractive index is similar to that of seawater, resulting in a low light reflectance on the body surface. Nevertheless, the outlines of jellyfish can be recognized by the slight reflection of light from their body surfaces. In some jellyfish species, the epidermis covering the body surface has an array of microvilli, nanostructures that can potentially reduce light reflection.

View Article and Find Full Text PDF

: While Asian American individuals are well represented in medical schools in the United States, their advancement to senior positions within the field of orthopaedic surgery is disproportionately low. This underrepresentation not only limits diversity in leadership but also constrains the development of people-centred systems that reflect the needs of an increasingly diverse patient population. : This study systematically examines Asian American representation across the orthopaedic surgery professional pipeline, focusing on disparities between training-level representation and advancement into both faculty and leadership positions.

View Article and Find Full Text PDF

Background: In order to explore the correlation between retinal microangiopathy and SARS-COV-2 infection, the clinical characteristics were summarized.

Methods: A retrospective cross-sectional study was conducted including outpatients who visited in the First Affiliated Hospital of Harbin Medical University in China from December 10, 2022 to January 31, 2023.Subjects underwent fundus color photography and macular optical correlation tomography to determine retinal microangiopathy.

View Article and Find Full Text PDF