Purpose: This Australian study explores the effects of an educational intervention on first-year medical radiation sciences (MRS) students by examining eye-tracking metrics while they attempted to detect breast lesions on radiologic images before and after an e-learning tutorial. The study also analyzes performance using receiver operating characteristic methodology.

Methods: Fourteen first-year MRS students were equally and randomly assigned to a control or experiment group to participate in 2 image-detection sessions. The experiment group completed an online e-learning tutorial between sessions. Eighty mammographic breast images from 20 cases were obtained from a validated online image bank. Of those 20 cases, 30% were normal and 70% demonstrated a single-lesion abnormality.

Results: The experiment group demonstrated a 45% increase in the mean number of fixations per case (P = .047), with a 30% increase in sensitivity (P = .022) following the tutorial. The experiment group also demonstrated improved lesion detection overall and a 49% decrease in mean time to first fixation on the lesion (P = .016).

Discussion: This study demonstrates that increased lesion detection is possible after a brief e-learning tutorial. Early changes in the viewing patterns of less-experienced technologists are intriguing, and explanation may be gained from our current understanding of radiologic perception and cognitive neuroscience. The task for the first-year MRS students in this study was only to positively detect a lesion, and we recognize that a higher level of visual processing would be required to critique image quality. Exposure to the brief tutorial, however, might have triggered some learning-related neural changes at an early level of visual processing, representing stimuli relating to task performance.

Conclusion: Participants in the experiment group improved their ability to identify breast lesions, which coincided with changes in eye position metrics and error type analysis. The data presented here suggest that the intervention resulted in a significant improvement in detection by the experiment group.

Download full-text PDF

Source

Publication Analysis

Top Keywords

experiment group
24
e-learning tutorial
12
breast lesions
8
first-year students
8
group demonstrated
8
lesion detection
8
level visual
8
visual processing
8
experiment
6
group
6

Similar Publications

This study explored the early diagnosis and prognostic value of copeptin in non-ST-segment elevation acute coronary syndrome (NSTE-ACS). 171 patients with chest pain or myocardial ischemia symptoms were enrolled. Patients with NSTE-ACS were further divided into the non-ST-elevation myocardial infarction (NSTEMI) and unstable angina (UA).

View Article and Find Full Text PDF

Heat stress (HS) is an impactful condition in ruminants that negatively affects their physiological and rumen microbial composition. However, a fundamental understanding of metabolomic and metataxonomic mechanisms in goats under HS conditions is lacking. Here, we analyzed the rumen metabolomics, metataxonomics, and serum metabolomics of goats (n = 10, body weight: 41.

View Article and Find Full Text PDF

Autism spectrum disorder (ASD) is a neurodevelopmental disorder emerging during early childhood. However, the mechanism underlying the pathogenesis of ASD remains unclear. This study investigated the alterations of elements in serum and prefrontal cortex of BTBR T + tf/J (BTBR) mice and potential mechanisms.

View Article and Find Full Text PDF

Vehicle re-identification with multiple discriminative features based on non-local-attention block.

Sci Rep

December 2024

Weifang Education Investment Group Co., Ltd., Weifang, 261108, China.

Vehicle re-identification (re-id) technology refers to a vehicle matching under a non-overlapping domain, that is, to confirm whether the vehicle target taken by cameras in different positions at different times is the same vehicle. Different identities of the same type of vehicles are one of the most challenging factors in the field of vehicle re-identification. The key to solve this difficulty is to make full use of the multiple discriminative features of vehicles.

View Article and Find Full Text PDF

Cadmium pollution in water is becoming increasingly serious. Thus, the effective removal of Cd(II) from water has garnered attention. Aluminum hydroxide-modified attapulgite (ATP-AC) was prepared from basic aluminum acetate through a coprecipitation method that could efficiently adsorb Cd(II) in aqueous solution.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!