Synthesizing Proton-Density Fat Fraction and $R_2^*$ from 2-point Dixon MRI with Generative Machine Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Anand, Suma, Xu, Kaiwen, O'Dushlaine, Colm, Mukherjee, Sumit |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
7T MRI Synthesization from 3T Acquisitions
by: Cui, Qiming, et al.
Published: (2024)
by: Cui, Qiming, et al.
Published: (2024)
Multi‐Center, Multi‐Vendor Validation of Simultaneous MRI‐Based Proton Density Fat Fraction and R2* Mapping Using a Combined Proton Density Fat Fraction‐R2* Phantom
by: Jitka Starekova, et al.
Published: (2025)
by: Jitka Starekova, et al.
Published: (2025)
Editorial for “Multi‐Center, Multi‐Vendor Validation of Simultaneous MRI‐Based Proton Density Fat Fraction and R2* Mapping Using a Combined Proton Density Fat Fraction‐R2* Phantom”
by: Kathryn E. Keenan
Published: (2025)
by: Kathryn E. Keenan
Published: (2025)
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI
by: Graf, Robert, et al.
Published: (2025)
by: Graf, Robert, et al.
Published: (2025)
ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains
by: Suma, Pavel, et al.
Published: (2026)
by: Suma, Pavel, et al.
Published: (2026)
ViM-Disparity: Bridging the Gap of Speed, Accuracy and Memory for Disparity Map Generation
by: Bora, Maheswar, et al.
Published: (2024)
by: Bora, Maheswar, et al.
Published: (2024)
L2HCount:Generalizing Crowd Counting from Low to High Crowd Density via Density Simulation
by: Xu, Guoliang, et al.
Published: (2025)
by: Xu, Guoliang, et al.
Published: (2025)
SynGen-Vision: Synthetic Data Generation for training industrial vision models
by: Dubey, Alpana, et al.
Published: (2025)
by: Dubey, Alpana, et al.
Published: (2025)
Diffusion MRI with Machine Learning
by: Karimi, Davood, et al.
Published: (2024)
by: Karimi, Davood, et al.
Published: (2024)
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels
by: Ciausu, Cosmin, et al.
Published: (2024)
by: Ciausu, Cosmin, et al.
Published: (2024)
VideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?
by: Wang, Zeqing, et al.
Published: (2025)
by: Wang, Zeqing, et al.
Published: (2025)
Lesion-Aware Post-Training of Latent Diffusion Models for Synthesizing Diffusion MRI from CT Perfusion
by: Lee, Junhyeok, et al.
Published: (2025)
by: Lee, Junhyeok, et al.
Published: (2025)
Linear Image Generation by Synthesizing Exposure Brackets
by: Dai, Yuekun, et al.
Published: (2026)
by: Dai, Yuekun, et al.
Published: (2026)
Synthesizing Environment-Specific People in Photographs
by: Ostrek, Mirela, et al.
Published: (2023)
by: Ostrek, Mirela, et al.
Published: (2023)
Harnessing Machine Learning for Discerning AI-Generated Synthetic Images
by: Wang, Yuyang, et al.
Published: (2024)
by: Wang, Yuyang, et al.
Published: (2024)
Machine Learning Techniques for MRI Data Processing at Expanding Scale
by: Langner, Taro
Published: (2024)
by: Langner, Taro
Published: (2024)
L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning
by: Yang, Pu, et al.
Published: (2022)
by: Yang, Pu, et al.
Published: (2022)
Counting Machine Parts
by: Arockiaraj, Benedict Florance, et al.
Published: (2026)
by: Arockiaraj, Benedict Florance, et al.
Published: (2026)
GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph Generation
by: Hu, Sizhe, et al.
Published: (2024)
by: Hu, Sizhe, et al.
Published: (2024)
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer
by: Gao, Shanghua, et al.
Published: (2023)
by: Gao, Shanghua, et al.
Published: (2023)
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval
by: Suma, Pavel, et al.
Published: (2024)
by: Suma, Pavel, et al.
Published: (2024)
Enhancing Transformer-Based Vision Models: Addressing Feature Map Anomalies Through Novel Optimization Strategies
by: Mamtani, Sumit
Published: (2025)
by: Mamtani, Sumit
Published: (2025)
Generalized W-Net: Arbitrary-style Chinese Character Synthesization
by: Jiang, Haochuan, et al.
Published: (2024)
by: Jiang, Haochuan, et al.
Published: (2024)
Arcee: Differentiable Recurrent State Chain for Generative Vision Modeling with Mamba SSMs
by: Chavan, Jitesh, et al.
Published: (2025)
by: Chavan, Jitesh, et al.
Published: (2025)
pix2gestalt: Amodal Segmentation by Synthesizing Wholes
by: Ozguroglu, Ege, et al.
Published: (2024)
by: Ozguroglu, Ege, et al.
Published: (2024)
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation
by: Huang, Linyan, et al.
Published: (2025)
by: Huang, Linyan, et al.
Published: (2025)
R2RGEN: Real-to-Real 3D Data Generation for Spatially Generalized Manipulation
by: Xu, Xiuwei, et al.
Published: (2025)
by: Xu, Xiuwei, et al.
Published: (2025)
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning
by: Diao, Haiwen, et al.
Published: (2024)
by: Diao, Haiwen, et al.
Published: (2024)
Density-aware global-local attention network for point cloud segmentation
by: Li, Chade, et al.
Published: (2024)
by: Li, Chade, et al.
Published: (2024)
MIFO: Learning and Synthesizing Multi-Instance from One Image
by: Su, Kailun, et al.
Published: (2025)
by: Su, Kailun, et al.
Published: (2025)
Scaling Federated Learning Solutions with Kubernetes for Synthesizing Histopathology Images
by: Preda, Andrei-Alexandru, et al.
Published: (2025)
by: Preda, Andrei-Alexandru, et al.
Published: (2025)
Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos
by: Thomas, Xavier, et al.
Published: (2025)
by: Thomas, Xavier, et al.
Published: (2025)
Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models
by: Wang, Qingyi, et al.
Published: (2025)
by: Wang, Qingyi, et al.
Published: (2025)
LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection
by: Ren, Jing, et al.
Published: (2025)
by: Ren, Jing, et al.
Published: (2025)
Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty
by: Luo, Róisín, et al.
Published: (2025)
by: Luo, Róisín, et al.
Published: (2025)
Large Scale Unsupervised Brain MRI Image Registration Solution for Learn2Reg 2024
by: Zhang, Yuxi, et al.
Published: (2024)
by: Zhang, Yuxi, et al.
Published: (2024)
When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation
by: Zhu, Xi, et al.
Published: (2024)
by: Zhu, Xi, et al.
Published: (2024)
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis
by: Yadav, Shivangi, et al.
Published: (2024)
by: Yadav, Shivangi, et al.
Published: (2024)
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model
by: Shi, Yiming, et al.
Published: (2024)
by: Shi, Yiming, et al.
Published: (2024)
L2RDaS: Synthesizing 4D Radar Tensors for Model Generalization via Dataset Expansion
by: Jung, Woo-Jin, et al.
Published: (2025)
by: Jung, Woo-Jin, et al.
Published: (2025)
Similar Items
-
7T MRI Synthesization from 3T Acquisitions
by: Cui, Qiming, et al.
Published: (2024) -
Multi‐Center, Multi‐Vendor Validation of Simultaneous MRI‐Based Proton Density Fat Fraction and R2* Mapping Using a Combined Proton Density Fat Fraction‐R2* Phantom
by: Jitka Starekova, et al.
Published: (2025) -
Editorial for “Multi‐Center, Multi‐Vendor Validation of Simultaneous MRI‐Based Proton Density Fat Fraction and R2* Mapping Using a Combined Proton Density Fat Fraction‐R2* Phantom”
by: Kathryn E. Keenan
Published: (2025) -
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI
by: Graf, Robert, et al.
Published: (2025) -
ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains
by: Suma, Pavel, et al.
Published: (2026)