A generative whole-brain segmentation model for positron emission tomography images

A generative whole-brain segmentation model for positron emission tomography images

Abstract Purpose Whole-brain segmentation via positron emission tomography (PET) imaging is crucial for advancing neuroscience research and clinical medicine, providing essential insights into biological metabolism and activity within different brain regions. However, the low resolution of PET image...

Full description

Saved in:

Bibliographic Details
Main Authors:	Wenbo Li, Zhenxing Huang, Hongyan Tang, Yaping Wu, Yunlong Gao, Jing Qin, Jianmin Yuan, Yang Yang, Yan Zhang, Na Zhang, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu
Format:	Article
Language:	English
Published:	SpringerOpen 2025-02-01
Series:	EJNMMI Physics
Subjects:	Positron emission tomography Brain Generative medical segmentation Cross-attention
Online Access:	https://doi.org/10.1186/s40658-025-00716-9
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MitoSeg: Mitochondria segmentation tool
by: Faris Serdar Taşel, et al.
Published: (2025-05-01)

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

Automatic Segmentation of Abdominal Aortic Aneurysm From Computed Tomography Angiography Using a Patch-Based Dilated UNet Model
by: Merjulah Roby, et al.
Published: (2025-01-01)

Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction
by: Xiang Yu, et al.
Published: (2025-02-01)

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 deep ensemble learning framework for glioma segmentation and grading prediction
by: Liang Wen, et al.
Published: (2025-02-01)

Automatic cervical lymph nodes detection and segmentation in heterogeneous computed tomography images using deep transfer learning
by: Wenjun Liao, et al.
Published: (2025-02-01)

Impact of 68Ga-FAPI positron emission tomography/computed tomography on staging and tumor management in patients with gastric cancer
by: Shunyu Zhang, et al.
Published: (2025-01-01)

Instance-level semantic segmentation of nuclei based on multimodal structure encoding
by: Bo Guan, et al.
Published: (2025-02-01)

Repeated positron emission tomography tracing neutrophil elastase in a porcine intensive-care sepsis model
by: Frida Wilske, et al.
Published: (2025-02-01)

Diagnosis and clinical significance of prostate calcification using computed tomography
by: Seong Cheol Kim, et al.
Published: (2025-02-01)

Segment-based Volatile Organic Compound Emission Characteristics from Different Types of Coking Plants in China
by: Rumei Li, et al.
Published: (2020-06-01)

Multi-detector computer tomography as effective method for Crohn's disease diagnostics
by: A. A. Tikhonov, et al.
Published: (2015-05-01)

ASSESSMENT OF MARKET SEGMENTATION AND PERCEIVED SALES VOLUME OF TOYOTAAND HONDA VEHICLE PRODUCTS IN NIGERIA
by: UMUNNA CAJETAN
Published: (2022-12-01)

Computer-tomography features of hemodynamics in hepatocellular carcinoma foci depend on the stage of histological differentiation
by: U. N. Tumanova, et al.
Published: (2015-12-01)

Use of Vaginal Packing in the Management of Lower Uterine Segment Atony
by: Ihsan Bagli, et al.
Published: (2022-08-01)

Advanced ellipse overlap computation based on segment area of circles
by: Minhye Kim, et al.
Published: (2025-04-01)

Evaluation of composite resin microleakage with using different bonding agents by micro computed tomography
by: Binar Khalis Bilal, et al.
Published: (2021-07-01)

Identification of quantitative trait loci for yield traits and fine-mapping of qGW4 using the chromosome segment substitution line-Z708 and dissected single-segment substitution lines
by: Kai Zhou, et al.
Published: (2025-02-01)

SwinClustering: a new paradigm for landscape character assessment through visual segmentation
by: Tingting Huang, et al.
Published: (2025-02-01)

IM- LTS: An Integrated Model for Lung Tumor Segmentation using Neural Networks and IoMT
by: Jayapradha J, et al.
Published: (2025-06-01)

MLHI-Net: multi-level hybrid lightweight water body segmentation network for urban shoreline detection
by: Jianhua Ye, et al.
Published: (2025-02-01)

Analysis of Risk Factors for Postoperative Progressive Segment Degeneration at the Decompression and Non-decompression Segments after Minimally Invasive Lumbar Decompression Surgery: A 5-year Follow-up Study
by: Hasibullah Habibi, et al.
Published: (2025-01-01)

Breast cancer ultrasound image segmentation using improved 3DUnet++
by: Saba Hesaraki, et al.
Published: (2025-06-01)

Advances in Focal Segmental Glomerulosclerosis Treatment From the Perspective of the Newest Mechanisms of Podocyte Injury
by: Zhu Y, et al.
Published: (2025-02-01)

Micro-computed tomography measurement of the marginal gap of different types of glass-ceramic veneers fabricated by heat-pressed technique.
by: Soma Qadir, et al.
Published: (2022-07-01)

Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a prospective cohort study
by: Zeyan Liu, et al.
Published: (2025-02-01)

A Method for Measuring Strawberry Leaf Area Based on Three-Dimensional Point Cloud Instance Segmentation
by: Zhipeng Li, et al.
Published: (2025-01-01)

The Treatment Effect of Plantago Major on Lung Cancer Based on the Computed Tomography and Pathological Findings: A Case Report Study
by: Saade Abdalkareem Jasim, et al.
Published: (2025-01-01)

Sensitivity Improvement of Optical Computed Tomography Scanners for Scanning Gel Dosimeters
by: Aza Ismael Abdi
Published: (2025-01-01)

Esophagoplasty Using a Jejunum Segment on a Vascular Pedicle
by: D. V. Ruchkin, et al.
Published: (2024-10-01)

A feature extraction method for hydrofoil attached cavitation based on deep learning image semantic segmentation algorithm
by: Yingyuan Liu, et al.
Published: (2025-02-01)

Assessing Mean Change in Retinal Nerve Fiber Layer Thickness on Optical Coherence Tomography in Glaucoma Patients after Trabeculectomy
by: Khizir Hayat, et al.
Published: (2025-02-01)

The clinical value of computed tomography Hounsfield unit for diagnosing palpable inguinal lymph node metastasis in patients with penile cancer
by: Yu Li, et al.
Published: (2025-02-01)

Stroke Lesion Prediction by Bille-Viper-Segmentation with Tandem-MU-net Model
by: Beevi Fathima, N Santhi Dr, N Ramasamy Dr
Published: (2025-03-01)

Combined application of hierarchical and non-hierarchical clustering methods in order to segment the customers in one trade chain
by: Bjelobaba Goran, et al.
Published: (2019-01-01)

Numerical investigation of segmental baffle design in shell and tube heat exchangers with varying inclination angles and spacing
by: A. M. Mohammadzadeh, et al.
Published: (2025-02-01)

Efficient Moving Object Segmentation in LiDAR Point Clouds Using Minimal Number of Sweeps
by: Zoltan Rozsa, et al.
Published: (2025-01-01)

Contrast quality control for segmentation task based on deep learning models—Application to stroke lesion in CT imaging
by: Juliette Moreau, 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)