[HTML][HTML] Deep learning based synthesis of MRI, CT and PET: Review and analysis
Medical image synthesis represents a critical area of research in clinical decision-making,
aiming to overcome the challenges associated with acquiring multiple image modalities for …
aiming to overcome the challenges associated with acquiring multiple image modalities for …
Artificial general intelligence for radiation oncology
The emergence of artificial general intelligence (AGI) is transforming radiation oncology. As
prominent vanguards of AGI, large language models (LLMs) such as GPT-4 and PaLM 2 can …
prominent vanguards of AGI, large language models (LLMs) such as GPT-4 and PaLM 2 can …
Image-guided proton therapy: A comprehensive review
SA Lane, JM Slater, GY Yang - Cancers, 2023 - mdpi.com
Simple Summary In proton therapy, there is a sharp peak in the delivered dose followed by a
rapid falloff, known as the Bragg peak, which is not present in photons. This allows for …
rapid falloff, known as the Bragg peak, which is not present in photons. This allows for …
ICRU REPORT 97: MRI-guided radiation therapy using MRI-linear accelerators
The International Commission on Radiation Units and Measurements (ICRU), since its
inception in 1925, has had as its principal objective the development of internationally …
inception in 1925, has had as its principal objective the development of internationally …
Generating high-resolution synthetic CT from lung MRI with ultrashort echo times: initial evaluation in cystic fibrosis
A Longuefosse, J Raoult, I Benlala… - Radiology, 2023 - pubs.rsna.org
Background Lung MRI with ultrashort echo times (UTEs) enables high-resolution and
radiation-free morphologic imaging; however, its image quality is still lower than that of CT …
radiation-free morphologic imaging; however, its image quality is still lower than that of CT …
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] Synthetic computed tomography for low-field magnetic resonance-guided radiotherapy in the abdomen
M Lapaeva, ALG Saint-Esteven, P Wallimann… - Physics and imaging in …, 2022 - Elsevier
Background and purpose The requirement of computed tomography (CT) for radiotherapy
planning may be bypassed by synthetic CT (sCT) generated from magnetic resonance (MR) …
planning may be bypassed by synthetic CT (sCT) generated from magnetic resonance (MR) …
Distortion‐corrected image reconstruction with deep learning on an MRI‐Linac
Purpose MRI is increasingly utilized for image‐guided radiotherapy due to its outstanding
soft‐tissue contrast and lack of ionizing radiation. However, geometric distortions caused by …
soft‐tissue contrast and lack of ionizing radiation. However, geometric distortions caused by …
[HTML][HTML] Patient-specific quality assurance strategies for synthetic computed tomography in magnetic resonance-only radiotherapy of the abdomen
Background and purpose The superior tissue contrast of magnetic resonance (MR)
compared to computed tomography (CT) led to an increasing interest towards MR-only …
compared to computed tomography (CT) led to an increasing interest towards MR-only …
Artificial intelligence applied to image-guided radiation therapy (IGRT): a systematic review by the Young Group of the Italian Association of Radiotherapy and Clinical …
L Boldrini, A D'Aviero, F De Felice, I Desideri… - La radiologia …, 2024 - Springer
Introduction The advent of image-guided radiation therapy (IGRT) has recently changed the
workflow of radiation treatments by ensuring highly collimated treatments. Artificial …
workflow of radiation treatments by ensuring highly collimated treatments. Artificial …