[HTML][HTML] Applications of artificial intelligence in the radiology roundtrip: process streamlining, workflow optimization, and beyond

K Pierre, AG Haneberg, S Kwak, KR Peters… - Seminars in …, 2023 - Elsevier
There are many impactful applications of artificial intelligence (AI) in the electronic radiology
roundtrip and the patient's journey through the healthcare system that go beyond diagnostic …

[HTML][HTML] Artificial intelligence applications for workflow, process optimization and predictive analytics

L Letourneau-Guillon, D Camirand, F Guilbert… - Neuroimaging Clinics of …, 2020 - Elsevier
In addition to the use of artificial intelligence (AI) for medical image analysis for diagnostic
classification and interpretation tasks, there are many additional important applications as it …

Reconstruction of three‐dimensional tomographic patient models for radiation dose modulation in CT from two scout views using deep learning

JC Montoya, C Zhang, Y Li, K Li, GH Chen - Medical physics, 2022 - Wiley Online Library
Background A tomographic patient model is essential for radiation dose modulation in x‐ray
computed tomography (CT). Currently, two‐view scout images (also known as topograms) …

Organ doses from CT localizer radiographs: development, validation, and application of a Monte Carlo estimation technique

J Hoye, S Sharma, Y Zhang, W Fu, F Ria… - Medical …, 2019 - Wiley Online Library
Purpose The purpose of this study was to simulate and validate organ doses from different
computed tomography (CT) localizer radiograph geometries using Monte Carlo methods for …

Dynamic fluence field modulation in computed tomography using multiple aperture devices

GJ Gang, A Mao, W Wang… - Physics in Medicine …, 2019 - iopscience.iop.org
A novel beam filter consisting of multiple aperture devices (MADs) has been developed for
dynamic fluence field modulation (FFM) in CT. Each MAD achieves spatial modulation of x …

Task-driven optimization of CT tube current modulation and regularization in model-based iterative reconstruction

GJ Gang, JH Siewerdsen… - Physics in Medicine & …, 2017 - iopscience.iop.org
Tube current modulation (TCM) is routinely adopted on diagnostic CT scanners for dose
reduction. Conventional TCM strategies are generally designed for filtered-backprojection …

An investigation of low-dose 3D scout scans for computed tomography

J Gomes, GJ Gang, A Mathews… - Proceedings of SPIE …, 2017 - pmc.ncbi.nlm.nih.gov
Purpose Commonly 2D scouts or topograms are used prior to CT scan acquisition. However,
low-dose 3D scouts could potentially provide additional information for more effective patient …

[HTML][HTML] Identification of Vertebrae in CT Scans for Improved Clinical Outcomes Using Advanced Image Segmentation

Sushmitha, M Kanthi, V Kedlaya K, T Parupudi… - Signals, 2024 - mdpi.com
This study proposes a comprehensive framework for the segmentation and identification of
vertebrae in CT scans using a combination of deep learning and traditional machine …

The synthetic localizer radiograph–a new CT scan planning method

P Nowik, G Poludniowski, A Svensson, R Bujila… - Physica Medica, 2019 - Elsevier
Objective To investigate if the conventional localizer radiograph (LR) can be replaced by a
synthetic LR (SLR), generated from a low-dose spiral CT scan, for CT scan planning with …

Experimental demonstration of a dynamic bowtie for region-based CT fluence optimization

V Robinson, W Smith, X Rui, Z Yin… - … 2016: Physics of …, 2016 - spiedigitallibrary.org
Technology development in Computed Tomography (CT) is driven by clinical needs, for
example the need for image quality sufficient for the clinical task, and the need to obtain the …