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[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 …
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 …
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
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) …
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
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 …
computed tomography (CT) localizer radiograph geometries using Monte Carlo methods for …
Dynamic fluence field modulation in computed tomography using multiple aperture devices
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 …
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
Tube current modulation (TCM) is routinely adopted on diagnostic CT scanners for dose
reduction. Conventional TCM strategies are generally designed for filtered-backprojection …
reduction. Conventional TCM strategies are generally designed for filtered-backprojection …
An investigation of low-dose 3D scout scans for computed tomography
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 …
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
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 …
vertebrae in CT scans using a combination of deep learning and traditional machine …
The synthetic localizer radiograph–a new CT scan planning method
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 …
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
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 …
example the need for image quality sufficient for the clinical task, and the need to obtain the …