2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small data
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xin, Su, Ruisheng, Xie, Weiyi, Wang, Wenjin, Xu, Yi, Mann, Ritse, Han, Jungong, Tan, Tao |
|---|---|
| Format: | Preprint |
| Published: |
2020
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study
by: Tsarouchi, Marialena I., et al.
Published: (2024)
by: Tsarouchi, Marialena I., et al.
Published: (2024)
DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation
by: Liang, Xinglong, et al.
Published: (2025)
by: Liang, Xinglong, et al.
Published: (2025)
Generalizable 3D Gaussian Splatting enabled Semantic Coding for Real-Time Immersive Video Communications
by: Yang, Dingxi, et al.
Published: (2026)
by: Yang, Dingxi, et al.
Published: (2026)
PSTAIC regularization for 2D spatiotemporal image reconstruction
by: Skariah, Deepak G, et al.
Published: (2024)
by: Skariah, Deepak G, et al.
Published: (2024)
PyPeT: A Python Perfusion Tool for Automated Quantitative Brain CT and MR Perfusion Analysis
by: Borghouts, Marijn, et al.
Published: (2025)
by: Borghouts, Marijn, et al.
Published: (2025)
Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI
by: Han, Luyi, et al.
Published: (2024)
by: Han, Luyi, et al.
Published: (2024)
Conformal Lesion Segmentation for 3D Medical Images
by: Tan, Binyu, et al.
Published: (2025)
by: Tan, Binyu, et al.
Published: (2025)
Self-supervised feature learning for cardiac Cine MR image reconstruction
by: Xu, Siying, et al.
Published: (2025)
by: Xu, Siying, et al.
Published: (2025)
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection
by: Han, Luyi, et al.
Published: (2024)
by: Han, Luyi, et al.
Published: (2024)
A solution for co-locating 2D histology images in 3D for histology-to-CT and MR image registration: closing the loop for bone sarcoma treatment planning
by: Phillips, Robert, et al.
Published: (2024)
by: Phillips, Robert, et al.
Published: (2024)
3D Single-pixel imaging with active sampling patterns and learning based reconstruction
by: Ma, Xinyue, et al.
Published: (2022)
by: Ma, Xinyue, et al.
Published: (2022)
Iterative PnP and its application in 3D-2D vascular image registration for robot navigation
by: Song, Jingwei, et al.
Published: (2023)
by: Song, Jingwei, et al.
Published: (2023)
Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation
by: Morano, José, et al.
Published: (2023)
by: Morano, José, et al.
Published: (2023)
Prompt Mechanisms in Medical Imaging: A Comprehensive Survey
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation
by: Zhang, Tongrui, et al.
Published: (2026)
by: Zhang, Tongrui, et al.
Published: (2026)
3D microstructural generation from 2D images of cement paste using generative adversarial networks
by: Zhao, Xin, et al.
Published: (2022)
by: Zhao, Xin, et al.
Published: (2022)
Preserving Vertical Structure in 3D-to-2D Projection for Permafrost Thaw Mapping
by: McMillen, Justin, et al.
Published: (2026)
by: McMillen, Justin, et al.
Published: (2026)
3D Skin Segmentation Methods in Medical Imaging: A Comparison
by: Paccini, Martina, et al.
Published: (2025)
by: Paccini, Martina, et al.
Published: (2025)
UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation
by: Bui-Tran, Quang-Khai, et al.
Published: (2025)
by: Bui-Tran, Quang-Khai, et al.
Published: (2025)
Demons registration for 2D empirical wavelet transforms
by: Lucas, Charles-Gérard, et al.
Published: (2024)
by: Lucas, Charles-Gérard, et al.
Published: (2024)
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart
by: Chen, Tianrun, et al.
Published: (2024)
by: Chen, Tianrun, et al.
Published: (2024)
3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation
by: Wang, Haoshen, et al.
Published: (2024)
by: Wang, Haoshen, et al.
Published: (2024)
Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments
by: Gao, Gan, et al.
Published: (2024)
by: Gao, Gan, et al.
Published: (2024)
UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation
by: Zhang, Xubei, et al.
Published: (2025)
by: Zhang, Xubei, et al.
Published: (2025)
Discriminating Distal Ischemic Stroke from Seizure-Induced Stroke Mimics Using Dynamic Susceptibility Contrast MRI
by: Borghouts, Marijn, et al.
Published: (2025)
by: Borghouts, Marijn, et al.
Published: (2025)
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge
by: Wang, Ching-Wei, et al.
Published: (2024)
by: Wang, Ching-Wei, et al.
Published: (2024)
Comparative Analysis of 2D and 3D ResNet Architectures for IDH and MGMT Mutation Detection in Glioma Patients
by: Elyassirad, Danial, et al.
Published: (2024)
by: Elyassirad, Danial, et al.
Published: (2024)
KDPhys: An Attention Guided 3D to 2D Knowledge Distillation for Real-time Video-Based Physiological Measurement
by: Sahoo, Nicky Nirlipta, et al.
Published: (2026)
by: Sahoo, Nicky Nirlipta, et al.
Published: (2026)
SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation
by: Wang, Jia, et al.
Published: (2025)
by: Wang, Jia, et al.
Published: (2025)
Introducing Learning Rate Adaptation CMA-ES into Rigid 2D/3D Registration for Robotic Navigation in Spine Surgery
by: Zhang, Zhirun, et al.
Published: (2024)
by: Zhang, Zhirun, et al.
Published: (2024)
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model
by: Hu, Yuyang, et al.
Published: (2023)
by: Hu, Yuyang, et al.
Published: (2023)
Quality assessment of brain structural MR images: Comparing generalization of deep learning versus hand-crafted feature-based machine learning methods to new sites
by: Kaur, Prabhjot, et al.
Published: (2026)
by: Kaur, Prabhjot, et al.
Published: (2026)
Generative Data-engine Foundation Model for Universal Few-shot 2D Vascular Image Segmentation
by: Ge, Rongjun, et al.
Published: (2026)
by: Ge, Rongjun, et al.
Published: (2026)
Online 4D Ultrasound-Guided Robotic Tracking Enables 3D Ultrasound Localisation Microscopy with Large Tissue Displacements
by: Yan, Jipeng, et al.
Published: (2024)
by: Yan, Jipeng, et al.
Published: (2024)
3D-TDA -- Topological feature extraction from 3D images for Alzheimer's disease classification
by: Ahmed, Faisal, et al.
Published: (2025)
by: Ahmed, Faisal, et al.
Published: (2025)
Single picture single photon single pixel 3D imaging through unknown thick scattering medium
by: Pan, Long, et al.
Published: (2024)
by: Pan, Long, et al.
Published: (2024)
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
by: Wang, Shanshan, et al.
Published: (2024)
by: Wang, Shanshan, et al.
Published: (2024)
Conditioning 3D Diffusion Models with 2D Images: Towards Standardized OCT Volumes through En Face-Informed Super-Resolution
by: de Vente, Coen, et al.
Published: (2024)
by: de Vente, Coen, et al.
Published: (2024)
4D-ACFNet: A 4D Attention Mechanism-Based Prognostic Framework for Colorectal Cancer Liver Metastasis Integrating Multimodal Spatiotemporal Features
by: Li, Zesheng, et al.
Published: (2025)
by: Li, Zesheng, et al.
Published: (2025)
Similar Items
-
Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study
by: Tsarouchi, Marialena I., et al.
Published: (2024) -
DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation
by: Liang, Xinglong, et al.
Published: (2025) -
Generalizable 3D Gaussian Splatting enabled Semantic Coding for Real-Time Immersive Video Communications
by: Yang, Dingxi, et al.
Published: (2026) -
PSTAIC regularization for 2D spatiotemporal image reconstruction
by: Skariah, Deepak G, et al.
Published: (2024) -
PyPeT: A Python Perfusion Tool for Automated Quantitative Brain CT and MR Perfusion Analysis
by: Borghouts, Marijn, et al.
Published: (2025)