Cargando…

Medical Radiation Exposure Reduction in PET via Super-Resolution Deep Learning Model

In positron emission tomography (PET) imaging, image quality correlates with the injected [18F]-fluorodeoxyglucose (FDG) dose and acquisition time. If image quality improves from short-acquisition PET images via the super-resolution (SR) deep learning technique, it is possible to reduce the injected...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yoshimura, Takaaki, Hasegawa, Atsushi, Kogame, Shoki, Magota, Keiichi, Kimura, Rina, Watanabe, Shiro, Hirata, Kenji, Sugimori, Hiroyuki
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9025130/ https://www.ncbi.nlm.nih.gov/pubmed/35453920 http://dx.doi.org/10.3390/diagnostics12040872

Ejemplares similares

Prostatic urinary tract visualization with super-resolution deep learning models
por: Yoshimura, Takaaki, et al.
Publicado: (2023)

Development of Combination Methods for Detecting Malignant Uptakes Based on Physiological Uptake Detection Using Object Detection With PET-CT MIP Images
por: Kawakami, Masashi, et al.
Publicado: (2020)

Voxel based comparison and texture analysis of (18)F-FDG and (18)F-FMISO PET of patients with head-and-neck cancer
por: Kroenke, Markus, et al.
Publicado: (2019)

A Preliminary Study to Use SUVmax of FDG PET-CT as an Identifier of Lesion for Artificial Intelligence
por: Hirata, Kenji, et al.
Publicado: (2021)

Biodistribution and radiation dosimetry of the novel hypoxia PET probe [(18)F]DiFA and comparison with [(18)F]FMISO
por: Watanabe, Shiro, et al.
Publicado: (2019)

Combination of FDG-PET and FMISO-PET as a treatment strategy for patients undergoing early-stage NSCLC stereotactic radiotherapy
por: Watanabe, Shiro, et al.
Publicado: (2019)

Visualizing the urethra by magnetic resonance imaging without usage of a catheter for radiotherapy of prostate cancer
por: Yoshimura, Takaaki, et al.
Publicado: (2021)

Acquisition time reduction in pediatric (99m)Tc‐DMSA planar imaging using deep learning
por: Ichikawa, Shota, et al.
Publicado: (2023)

PET/CT scanning with 3D acquisition is feasible for quantifying myocardial blood flow when diagnosing coronary artery disease
por: Manabe, Osamu, et al.
Publicado: (2017)

Early prediction of treatment outcome for lenvatinib using (18)F-FDG PET/CT in patients with unresectable or advanced thyroid carcinoma refractory to radioiodine treatment: a prospective, multicentre, non-randomised study
por: Takeuchi, Satoshi, et al.
Publicado: (2023)

Ultrafast Ultrasound Imaging for Super-Resolution Preclinical Cardiac PET
por: Perez-Liva, Mailyn, et al.
Publicado: (2020)

Halo artifacts of indwelling urinary catheter by inaccurate scatter correction in (18)F-FDG PET/CT imaging: incidence, mechanism, and solutions
por: Magota, Keiichi, et al.
Publicado: (2020)

Super-resolution analysis of PACSIN2 and EHD2 at caveolae
por: Nishimura, Tamako, et al.
Publicado: (2022)

Reduction of coherent artefacts in super‐resolution fluorescence localisation microscopy
por: GEORGIADES, PANTELIS, et al.
Publicado: (2016)

Estimation of Left and Right Ventricular Ejection Fractions from cine-MRI Using 3D-CNN
por: Inomata, Soichiro, et al.
Publicado: (2023)

Improved Image Fusion in PET/CT Using Hybrid Image Reconstruction and Super-Resolution
por: Kennedy, John A., et al.
Publicado: (2007)

Accelerating cross-validation with total variation and its application to super-resolution imaging
por: Obuchi, Tomoyuki, et al.
Publicado: (2017)

Different prognostic outcomes in two cases of FDG-PET/CT-Positive and -negative cardiac angiosarcoma
por: Yamakuni, Ryo, et al.
Publicado: (2023)

Multicentre analysis of PET SUV using vendor-neutral software: the Japanese Harmonization Technology (J-Hart) study
por: Tsutsui, Yuji, et al.
Publicado: (2018)

Preoperative Texture Analysis Using (11)C-Methionine Positron Emission Tomography Predicts Survival after Surgery for Glioma
por: Manabe, Osamu, et al.
Publicado: (2021)

Photon-free (s)CMOS camera characterization for artifact reduction in high- and super-resolution microscopy
por: Diekmann, Robin, et al.
Publicado: (2022)

A convolutional neural network-based system to classify patients using FDG PET/CT examinations
por: Kawauchi, Keisuke, et al.
Publicado: (2020)

Texture Analysis in the Diagnosis of Primary Breast Cancer: Comparison of High-Resolution Dedicated Breast Positron Emission Tomography (dbPET) and Whole-Body PET/CT
por: Satoh, Yoko, et al.
Publicado: (2020)

Staircase array of inclined refractive multi-lenses for large field of view pixel super-resolution scanning transmission hard X-ray microscopy
por: Mamyrbayev, Talgat, et al.
Publicado: (2021)

Super-resolution provided by the arbitrarily strong superlinearity of the blackbody radiation
por: Graciani, Guillaume, et al.
Publicado: (2019)

Image super-resolution and applications
por: Abd el-Samie, Fathi E, et al.
Publicado: (2013)

Example-based super resolution
por: Salvador, Jordi
Publicado: (2016)

Super resolution of images and video
por: Katsaggelos, Aggelos K, et al.
Publicado: (2007)

Plasmonics and super-resolution imaging
por: Liu, Zhaowei
Publicado: (2017)

Image Super-Resolution and Applications
por: El-Samie, Fathi, et al.
Publicado: (2012)

Focusing super resolution on the cytoskeleton
por: Shelden, Eric A., et al.
Publicado: (2016)

Super-Resolution Microscopy of Chromatin
por: Birk, Udo J.
Publicado: (2019)

Super resolution for root imaging
por: Ruiz‐Munoz, Jose F., et al.
Publicado: (2020)

Super-Resolution Imaging with Graphene
por: Jiang, Xiaoxiao, et al.
Publicado: (2021)

A convolutional neural network-based system to prevent patient misidentification in FDG-PET examinations
por: Kawauchi, Keisuke, et al.
Publicado: (2019)

Super-resolution biomolecular crystallography with low-resolution data
por: Schröder, Gunnar F., et al.
Publicado: (2010)

Spatial Resolution of Coherent Cathodoluminescence Super-Resolution Microscopy
por: Schefold, Joris, et al.
Publicado: (2019)

Engineered fast-dissociating antibody fragments for multiplexed super-resolution microscopy
por: Zhang, Qianli, et al.
Publicado: (2022)

Early prediction of lenvatinib treatment efficacy by using (18)F-FDG PET/CT in patients with unresectable or advanced thyroid carcinoma that is refractory to radioiodine treatment: a protocol for a non-randomized single-arm multicenter observational study
por: Takeuchi, Satoshi, et al.
Publicado: (2018)

Adapting Single-Image Super-Resolution Models to Video Super-Resolution: A Plug-and-Play Approach
por: Wang, Wenhao, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_9alpkj4ikbg8ercu6o3iorubnn