Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction

Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction

Abstract Purpose The aim of this study is to convert low-dose PET (L-PET) images to full-dose PET (F-PET) images based on our Diffused Multi-scale Generative Adversarial Network (DMGAN) to offer a potential balance between reducing radiation exposure and maintaining diagnostic performance. Methods T...

Full description

Saved in:

Bibliographic Details
Main Authors:	Xiang Yu, Daoyan Hu, Qiong Yao, Yu Fu, Yan Zhong, Jing Wang, Mei Tian, Hong Zhang
Format:	Article
Language:	English
Published:	BMC 2025-02-01
Series:	BioMedical Engineering OnLine
Subjects:	Positron emission tomography Deep learning Image reconstruction Low-dose PET
Online Access:	https://doi.org/10.1186/s12938-025-01348-x
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Effectiveness of Contrast Agents and Molecular Indicators in Alzheimer's Diagnosis Through PET and SPECT Imaging on Animal Models
by: Yasaman Abaszadeh, et al.
Published: (2025-01-01)

A generative whole-brain segmentation model for positron emission tomography images
by: Wenbo Li, et al.
Published: (2025-02-01)

Diagnostics of hepatocellular cancer: state-of-the-art
by: T. Yu. Danzanova, et al.
Published: (2014-10-01)

Validation of a data-driven motion-compensated PET brain image reconstruction algorithm in clinical patients using four radiotracers
by: Ole L. Munk, et al.
Published: (2025-02-01)

Phantom-based investigation of block sequential regularised expectation maximisation (BSREM) reconstruction for zirconium-89 PET-CT for varied count levels
by: Lara M. Bonney, et al.
Published: (2025-02-01)

Evaluation of Patients’ Received Doses in Chest CT Scan Protocols for COVID-19 Diagnosis
by: Sadegh Shurche, et al.
Published: (2025-01-01)

Investigation of the Physical Properties of Different Ion Species at Hadron Therapy; A Comprehensive Study
by: Ahmad Esmaili Torshabi
Published: (2025-01-01)

Filters Effect on Image Quality of 177Lu-DOTATATE SPECT Images for Neuro-Endocrine Tumors Scanning
by: Hussein Dakhil, et al.
Published: (2025-01-01)

Discordance between 90Y-PET/CT(MR)-estimated activity and dose calibrator measured administered activity: an international study in SIRT patients treated with resin and glass microspheres
by: Thomas Carlier, et al.
Published: (2025-02-01)

Low-activity [18F]-somatostatin receptor (SSTR) imaging using [18F]SiTATE on a long axial field-of-view PET/CT scanner
by: Nils F. Trautwein, et al.
Published: (2025-02-01)

Local Flaps in Facial Reconstruction /
by: Baker, Shan R.
Published: (2014)

Dose-response relationship between lipids and all-cause mortality in the dialysis population: a meta-analysis
by: Ye Yao, et al.
Published: (2025-02-01)

Structured reporting of neuroendocrine tumors in PET/CT using [18F]SiTATE - impact on interdisciplinary communication
by: Anna Hinterberger, et al.
Published: (2025-02-01)

Case report: Low-dose radiation reverses pembrolizumab resistance in melanoma
by: Ka Hey Agnes Fong, et al.
Published: (2025-02-01)

Is there a role for acromioclavicular (AC) joint capsular repair and reconstruction in high-grade AC separations? A systematic review
by: Al-Achraf Khoriati, et al.
Published: (2025-02-01)

Diagnostic efficacy and necessity of 18F-FDG PET/CT in fever of unknown origin: insights from a retrospective cohort study
by: Xiaoman Yu, et al.
Published: (2025-02-01)

Radioactivity concentration of 14C in the air of 14C urea breath test rooms and the resulting internal dose to medical staff
by: Bei Yu, et al.
Published: (2025-02-01)

Prospective evaluation of the diagnostic accuracy of FDG-PET/CT for the detection of sternal wound infection post-sternotomy
by: Angela Cai, et al.
Published: (2025-02-01)

Ambient Atmospheric Aerosol Extinction Coefficient Reconstruction from PM2.5 Mass Concentrations and Application to Haze Identification in China
by: Lina Gao, et al.
Published: (2021-02-01)

Discrepancy evaluation of social reconstruction-based curriculum implementation at Sekolah Rimba Indonesia
by: Rika Yustikarini
Published: (2023-12-01)

Evaluation Effective Dose for Patients Undergoing Dental X-Ray Examination
by: Edrees M. Tahir Nury, et al.
Published: (2018-12-01)

Uptake and hesitancy of the second booster dose of COVID-19 vaccine among the general population in China after the surge period of the COVID-19 pandemic: a large-scale national study
by: Xin Liu, et al.
Published: (2025-02-01)

Traffic-related-air-pollutant PM2.5 Caused Toxicity on Caenorhabditis elegans with Cotreatment of High-dose Glucose and Tempeh
by: Jian-He Lu, et al.
Published: (2022-12-01)

The dose–effect relationship between acupuncture and its effect on primary insomnia: a systematic review and meta-analysis
by: Xiaoni Zhang, et al.
Published: (2025-02-01)

Scan-to-BIM-to-Sim: Automated reconstruction of digital and simulation models from point clouds with applications on bridges
by: Yunping Fang, et al.
Published: (2025-03-01)

Reducing lead requirements for wearable ECG: Chest lead reconstruction with 1D-CNN and Bi-LSTM
by: Kazuki Hebiguchi, et al.
Published: (2025-01-01)

Proximal Fibular Autograft Reconstruction after Resection Giant Cell Tumor Distal Fibula
by: Mujaddid Idulhaq, et al.
Published: (2021-09-01)

Synthesis and in vitro evaluation of spirobenzovesamicols as potential 11C-PET tracer alternatives to [18F]FEOBV for vesicular acetylcholine transporter (VAChT) imaging
by: Hugo Helbert, et al.
Published: (2025-02-01)

Method for improving voltage sag tolerance of dual power supply PET based on inter-port power coordination
by: ZHANG Tengfei, et al.
Published: (2025-01-01)

Psychometric validation of the Danish BREAST-Q reconstruction module
by: Cecilie Balslev Willert, et al.
Published: (2025-02-01)

Anterolateral Thigh Flap for Abdominal Wall Reconstruction: A Lifesaving Procedure—A Case Report
by: N. Nagaprasad, et al.

Comprehensive analysis of peripheral dose in electron beam therapy with a Varian TrueBeam Linac
by: Kapil Dev Maharaj, et al.
Published: (2025-02-01)

Prediksi Penuaan Wajah Manusia Berbasis Generative Adversarial Network
by: Beladina Elfitri, et al.
Published: (2024-02-01)

Association of only-child status and household pet ownership with attention-deficit/hyperactivity disorder among Chinese preschool children: a population-based study
by: Yuying Zhang, et al.
Published: (2025-02-01)

Analysis of the efficacy of multidisciplinary integration based on 3D reconstruction technology for the treatment of gout stone
by: Shizhe Zhou, et al.
Published: (2025-02-01)

18F-FDG PET/CT assessment of metabolic tumor burden predicts survival in patients with metastatic posterior uveal melanoma
by: Tine Gadegaard Hindso, et al.
Published: (2025-02-01)

Dose-dependent effects of hydroquinone on liver injury and lipid dysregulation based on SCD1/AMPK signaling pathway in C57BL/6 mice
by: Lijun Zou, et al.
Published: (2025-01-01)

Anterior Cruciate Ligament Allograft Reconstruction Outcome Independent of Patient’s Age
by: Parimal Rana, et al.
Published: (2024-01-01)

Reconstructive surgery to preserve ankle function in a 5-year-old girl with bilobed distal tibia in an unclassified case of tibial hemimelia: a case report
by: Alireza Ghaznavi, et al.
Published: (2025-02-01)

Image quality, contrast enhancement and radiation dose of electrocardiograph- versus non-electrocardiograph-triggered computed tomography angiography of the aorta
by: Ying Mei Wong, et al.
Published: (2024-02-01)