Developing Foundation Models for Universal Segmentation from 3D Whole-Body Positron Emission Tomography
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yichi, Xue, Le, Zhang, Wenbo, Li, Lanlan, Xiao, Feiyang, Liu, Yuchen, Zhang, Xiaohui, Zhang, Hongwei, Wang, Shuqi, Feng, Gang, Peng, Liling, Gao, Xin, Xu, Yuanfan, Qi, Yuan, Shi, Kuangyu, Zhang, Hong, Cheng, Yuan, Tian, Mei, Hu, Zixin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
PETWB-REP: A Multi-Cancer Whole-Body FDG PET/CT and Radiology Report Dataset for Medical Imaging Research
by: Xue, Le, et al.
Published: (2025)
by: Xue, Le, et al.
Published: (2025)
Uncovering Modality Discrepancy and Generalization Illusion for General-Purpose 3D Medical Segmentation
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
PET-F2I: A Comprehensive Benchmark and Parameter-Efficient Fine-Tuning of LLMs for PET/CT Report Impression Generation
by: Liu, Yuchen, et al.
Published: (2026)
by: Liu, Yuchen, et al.
Published: (2026)
Positron Emission Tomography/Computed Tomography in Ovarian Cancer: Current Status and Future Potential
by: Caiyun Xu, et al.
Published: (2025)
by: Caiyun Xu, et al.
Published: (2025)
18F‐Fluoro‐2‐Deoxyglucose Positron Emission Tomography/Computed Tomography Measures of Spatial Heterogeneity for Predicting Platinum Resistance of High‐Grade Serous Ovarian Cancer
by: Xin Zhang, et al.
Published: (2024)
by: Xin Zhang, et al.
Published: (2024)
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
by: Zhang, Yichi, et al.
Published: (2023)
by: Zhang, Yichi, et al.
Published: (2023)
Evidence-based Positron Emission Tomography
Published: (2020)
Published: (2020)
AIRPET: Virtual Positron Emission Tomography
by: Renner, J., et al.
Published: (2026)
by: Renner, J., et al.
Published: (2026)
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography
by: Lieffrig, Eléonore V., et al.
Published: (2025)
by: Lieffrig, Eléonore V., et al.
Published: (2025)
Pulmonary Cryptococcosis With Rapid Growth on Positron Emission Tomography/Computed Tomography
by: Yosuke Fukuda, et al.
Published: (2025)
by: Yosuke Fukuda, et al.
Published: (2025)
PC-UNet: An Enforcing Poisson Statistics U-Net for Positron Emission Tomography Denoising
by: Shi, Yang, et al.
Published: (2025)
by: Shi, Yang, et al.
Published: (2025)
Computed Tomography Dose Index in Computed Tomography (CT), Positron Emission Tomography (PET) and Single Photon Emission Computed Tomography (SPECT)
by: Mahajan, Rahul P
Published: (2025)
by: Mahajan, Rahul P
Published: (2025)
SemiSAM-O1: How far can we push the boundary of annotation-efficient medical image segmentation?
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
Positron Emission Tomography‐Assisted Photothermal Therapy with Gold Nanorods
by: Carlos Renero‐Lecuna, et al.
Published: (2024)
by: Carlos Renero‐Lecuna, et al.
Published: (2024)
A Bis‐Boron Amino Acid for Positron Emission Tomography and Boron Neutron Capture Therapy
by: Junyi Chen, et al.
Published: (2024)
by: Junyi Chen, et al.
Published: (2024)
A Bis‐Boron Amino Acid for Positron Emission Tomography and Boron Neutron Capture Therapy
by: Junyi Chen, et al.
Published: (2024)
by: Junyi Chen, et al.
Published: (2024)
Positron Emission Tomography/Computed Tomography Imaging‐Guided Polydopamine Nanoparticles Attenuate Foam Cell Ferroptosis for Targeted Antiatherosclerotic Therapy
by: Ximei Dai, et al.
Published: (2025)
by: Ximei Dai, et al.
Published: (2025)
Hypoxia Inducible Factor‐1α Specific Probe for Tumor Hypoxia Positron Emission Tomography Imaging
by: Qian Chen, et al.
Published: (2025)
by: Qian Chen, et al.
Published: (2025)
Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification
by: Zhang, Yichi, et al.
Published: (2023)
by: Zhang, Yichi, et al.
Published: (2023)
Advancing Positron Emission Tomography Image Quantification: Artificial Intelligence-Driven Methods, Clinical Challenges, and Emerging Opportunities in Long-Axial Field-of-View Positron Emission Tomography/Computed Tomography Imaging
by: Yousefirizi, Fereshteh, et al.
Published: (2025)
by: Yousefirizi, Fereshteh, et al.
Published: (2025)
An Open Multi-Center Whole-Body FDG PET/CT Foundation Model for Tumor Segmentation
by: Liu, Xiaofeng, et al.
Published: (2026)
by: Liu, Xiaofeng, et al.
Published: (2026)
A Conditional Generative Framework for Synthetic Data Augmentation in Segmenting Thin and Elongated Structures in Biological Images
by: Liu, Yi, et al.
Published: (2025)
by: Liu, Yi, et al.
Published: (2025)
Primary Duodenal Squamous Cell Carcinoma on 18F‐Flurodeoxyglucose Positron Emission Tomography/Computed Tomography
by: Yinting Hu, et al.
Published: (2025)
by: Yinting Hu, et al.
Published: (2025)
TRAECR: A Tool for Preprocessing Positron Emission Tomography Imaging for Statistical Modeling
by: Ambekar, Akhil, et al.
Published: (2025)
by: Ambekar, Akhil, et al.
Published: (2025)
Radiolabelled Cyclodextrins for the Positron Emission Tomography Imaging of Breast Cancer: Preclinical Perspectives
by: Tamás Sass, et al.
Published: (2025)
by: Tamás Sass, et al.
Published: (2025)
In Vivo Positron Emission Tomography Imaging of α‐Synuclein: A Major Breakthrough
by: Sirine Hassen, et al.
Published: (2025)
by: Sirine Hassen, et al.
Published: (2025)
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
An analytical framework to assess static versus dynamic triggering of fault-slip rockbursts
by: Pan, Wenbo, et al.
Published: (2025)
by: Pan, Wenbo, et al.
Published: (2025)
Zhang, Charlie Yi.Dreadful desires: the uses of love in neoliberal China. 280 pp., bibliogr. Durham, N.C.: Duke University Press, 2022. $27.95 (paper)
by: Yichi Zhang
Published: (2026)
by: Yichi Zhang
Published: (2026)
FocusVLA: Focused Visual Utilization for Vision-Language-Action Models
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography
by: Xu, Murong, et al.
Published: (2025)
by: Xu, Murong, et al.
Published: (2025)
Clinical Application of Positron Emission Tomography/Magnetic Resonance Imaging in Pelvic Malignant Tumors
by: Hui Yang, et al.
Published: (2025)
by: Hui Yang, et al.
Published: (2025)
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models
by: Shi, Yuyan, et al.
Published: (2024)
by: Shi, Yuyan, et al.
Published: (2024)
Assessment of Orthopedic Surgical Implants in Dogs Using 18F‐Sodium Fluoride Positron Emission Tomography and Computed Tomography
by: Anna Vincek, et al.
Published: (2025)
by: Anna Vincek, et al.
Published: (2025)
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise
by: Yuan, Yunlong, et al.
Published: (2025)
by: Yuan, Yunlong, et al.
Published: (2025)
A Survey of Behavior Foundation Model: Next-Generation Whole-Body Control System of Humanoid Robots
by: Yuan, Mingqi, et al.
Published: (2025)
by: Yuan, Mingqi, et al.
Published: (2025)
Integration of Circulating Tumor DNA and Metabolic Parameters on 18F‐Fludeoxyglucose Positron Emission Tomography for Outcome Prediction in Unresectable Locally Advanced Non‐Small Cell Lung Cancer
by: Leilei Wu, et al.
Published: (2025)
by: Leilei Wu, et al.
Published: (2025)
Similar Items
-
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images
by: Zhang, Yichi, et al.
Published: (2025) -
PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography
by: Zhang, Yichi, et al.
Published: (2025) -
PETWB-REP: A Multi-Cancer Whole-Body FDG PET/CT and Radiology Report Dataset for Medical Imaging Research
by: Xue, Le, et al.
Published: (2025) -
Uncovering Modality Discrepancy and Generalization Illusion for General-Purpose 3D Medical Segmentation
by: Zhang, Yichi, et al.
Published: (2026) -
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models
by: Zhang, Yichi, et al.
Published: (2025)