Machine learning for medical image translation: A systematic review
Background: CT scans are often the first and only form of brain imaging that is performed to
inform treatment plans for neurological patients due to its time-and cost-effective nature …
inform treatment plans for neurological patients due to its time-and cost-effective nature …
[HTML][HTML] Challenges and opportunities in the development and clinical implementation of artificial intelligence based synthetic computed tomography for magnetic …
F Villegas, R Dal Bello, E Alvarez-Andres… - Radiotherapy and …, 2024 - Elsevier
Synthetic computed tomography (sCT) generated from magnetic resonance imaging (MRI)
can serve as a substitute for planning CT in radiation therapy (RT), thereby removing …
can serve as a substitute for planning CT in radiation therapy (RT), thereby removing …
Synthetic MRI Generation from CT Scans for Stroke Patients
CT scans are currently the most common imaging modality used for suspected stroke
patients due to their short acquisition time and wide availability. However, MRI offers …
patients due to their short acquisition time and wide availability. However, MRI offers …
A systematic literature review: deep learning techniques for synthetic medical image generation and their applications in radiotherapy
MK Sherwani, S Gopalakrishnan - Frontiers in Radiology, 2024 - frontiersin.org
The aim of this systematic review is to determine whether Deep Learning (DL) algorithms
can provide a clinically feasible alternative to classic algorithms for synthetic Computer …
can provide a clinically feasible alternative to classic algorithms for synthetic Computer …
Healthcare in the Era of Generative AI
N Labib, S Gharib - Industry 5.0 for Smart Healthcare …, 2024 - taylorfrancis.com
Recently, generative artificial intelligence (AI) has revolutionized many sectors and
industries, including healthcare. It is a type of AI technology that applies algorithms to …
industries, including healthcare. It is a type of AI technology that applies algorithms to …
sCT and Dose Calculation
E Alvarez-Andres, F Villegas, A Barateau… - A Practical Guide to MR …, 2024 - Springer
Magnetic resonance imaging (MRI) has recently established itself as a new standard in
radiatiotherapy, owing to its high soft tissue contrast enabling a significantly more accurate …
radiatiotherapy, owing to its high soft tissue contrast enabling a significantly more accurate …
[HTML][HTML] Synthetic computed tomography for low-field magnetic resonance-only radiotherapy in head-and-neck cancer using residual vision transformers
Background and purpose Synthetic computed tomography (sCT) scans are necessary for
dose calculation in magnetic resonance (MR)-only radiotherapy. While deep learning (DL) …
dose calculation in magnetic resonance (MR)-only radiotherapy. While deep learning (DL) …
[HTML][HTML] ESTRO 2023 survey on the use of synthetic computed tomography for magnetic resonance Imaging-only radiotherapy: Current status and future steps
M Fusella, EA Andres, F Villegas, L Milan… - Physics and Imaging in …, 2024 - Elsevier
Background and purpose The emergence of synthetic CT (sCT) in MR-guided radiotherapy
(MRgRT) represents a significant advancement, supporting MR-only workflows and online …
(MRgRT) represents a significant advancement, supporting MR-only workflows and online …