Influence of deep learning image reconstruction algorithm for reducing radiation dose and image noise compared to iterative reconstruction and filtered back projection for head and chest computed tomography examinations: a systematic review.

Obhuli Chandran M Saikiran Pendem Priya P SCijo ChackoPriyanka -Kadavigere Rajagopal

Published in: F1000Research (2024)

DLIR algorithm have demonstrated a noted enhancement in IQ with reduced IN for CT Head and Chest examinations at lower dose compared with IR and FBP. DLIR showed potential for enhancing patient care by reducing radiation risks and increasing diagnostic accuracy.

Keyphrases

deep learning
image quality
computed tomography
dual energy
artificial intelligence
convolutional neural network
optic nerve
machine learning
human health
positron emission tomography
magnetic resonance imaging
air pollution
contrast enhanced
risk assessment
neural network