Unified Cross-Modal Medical Image Synthesis with Hierarchical Mixture of Product-of-Experts
Fuente:
arXiv
Saved in:
| Main Authors: | Dorent, Reuben, Haouchine, Nazim, Golby, Alexandra, Frisken, Sarah, Kapur, Tina, Wells, William |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound
by: Dorent, Reuben, et al.
Published: (2024)
by: Dorent, Reuben, et al.
Published: (2024)
Spatiotemporal Disentanglement of Arteriovenous Malformations in Digital Subtraction Angiography
by: Baur, Kathleen, et al.
Published: (2024)
by: Baur, Kathleen, et al.
Published: (2024)
A Systematic Review on Data-Driven Brain Deformation Modeling for Image-Guided Neurosurgery
by: Assis, Tiago, et al.
Published: (2026)
by: Assis, Tiago, et al.
Published: (2026)
When Experts Disagree: Characterizing Annotator Variability for Vessel Segmentation in DSA Images
by: Geshvadi, M., et al.
Published: (2025)
by: Geshvadi, M., et al.
Published: (2025)
M$^4$oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts
by: Jiang, Yufeng, et al.
Published: (2024)
by: Jiang, Yufeng, et al.
Published: (2024)
Learning to Match 2D Keypoints Across Preoperative MR and Intraoperative Ultrasound
by: Rasheed, Hassan, et al.
Published: (2024)
by: Rasheed, Hassan, et al.
Published: (2024)
Rapid patient-specific neural networks for intraoperative X-ray to volume registration
by: Gopalakrishnan, Vivek, et al.
Published: (2025)
by: Gopalakrishnan, Vivek, et al.
Published: (2025)
Intraoperative Registration by Cross-Modal Inverse Neural Rendering
by: Fehrentz, Maximilian, et al.
Published: (2024)
by: Fehrentz, Maximilian, et al.
Published: (2024)
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation
by: Płotka, Szymon, et al.
Published: (2025)
by: Płotka, Szymon, et al.
Published: (2025)
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus
by: Gao, Yifan, et al.
Published: (2025)
by: Gao, Yifan, et al.
Published: (2025)
Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)
by: Zhang, Yue, et al.
Published: (2023)
Edge-Aligned Initialization of Kernels for Steered Mixture-of-Experts
by: Determann, Martin, et al.
Published: (2026)
by: Determann, Martin, et al.
Published: (2026)
Introduction of Medical Imaging Modalities
by: Islam, S. K. M Shadekul, et al.
Published: (2023)
by: Islam, S. K. M Shadekul, et al.
Published: (2023)
Deep Biomechanically-Guided Interpolation for Keypoint-Based Brain Shift Registration
by: Assis, Tiago, et al.
Published: (2025)
by: Assis, Tiago, et al.
Published: (2025)
Cross Modality Medical Image Synthesis for Improving Liver Segmentation
by: Rafiq, Muhammad, et al.
Published: (2025)
by: Rafiq, Muhammad, et al.
Published: (2025)
Optimizing Prompt Strategies for SAM: Advancing lesion Segmentation Across Diverse Medical Imaging Modalities
by: Wang, Yuli, et al.
Published: (2024)
by: Wang, Yuli, et al.
Published: (2024)
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis
by: Friedrich, Paul, et al.
Published: (2024)
by: Friedrich, Paul, et al.
Published: (2024)
Machine Learning Interventions for Weed Detection using Multispectral Imagery and Unmanned Aerial Vehicles -- A Systematic Review
by: Goel, Drishti, et al.
Published: (2024)
by: Goel, Drishti, et al.
Published: (2024)
Product of Gaussian Mixture Diffusion Models
by: Zach, Martin, et al.
Published: (2023)
by: Zach, Martin, et al.
Published: (2023)
Unified Medical Image Tokenizer for Autoregressive Synthesis and Understanding
by: Ma, Chenglong, et al.
Published: (2025)
by: Ma, Chenglong, et al.
Published: (2025)
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
by: Zhang, Xinru, et al.
Published: (2024)
by: Zhang, Xinru, et al.
Published: (2024)
MoRE: A Mixture-of-Experts-Based Task-Adaptive End-to-End Network for Multimodal MRI Reconstruction
by: Li, Yuyang, et al.
Published: (2026)
by: Li, Yuyang, et al.
Published: (2026)
Active Learning on Medical Image
by: Biswas, Angona, et al.
Published: (2023)
by: Biswas, Angona, et al.
Published: (2023)
M$^3$AD: Multi-task Multi-gate Mixture of Experts for Alzheimer's Disease Diagnosis with Conversion Pattern Modeling
by: Jiang, Yufeng, et al.
Published: (2025)
by: Jiang, Yufeng, et al.
Published: (2025)
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation
by: Berian, Alex, et al.
Published: (2025)
by: Berian, Alex, et al.
Published: (2025)
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning
by: Ding, Jun-En, et al.
Published: (2024)
by: Ding, Jun-En, et al.
Published: (2024)
Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025)
by: Chen, Bowen, et al.
Published: (2025)
A Hybrid Approach for Unified Image Quality Assessment: Permutation Entropy-Based Features Fused with Random Forest for Natural-Scene and Screen-Content Images for Cross-Content Applications
by: Baqar, Mohtashim, et al.
Published: (2025)
by: Baqar, Mohtashim, et al.
Published: (2025)
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET
by: Moon, Junho, et al.
Published: (2024)
by: Moon, Junho, et al.
Published: (2024)
Registration of Longitudinal Spine CTs for Monitoring Lesion Growth
by: Sanhinova, Malika, et al.
Published: (2024)
by: Sanhinova, Malika, et al.
Published: (2024)
IMIL: Interactive Medical Image Learning Framework
by: Rao, Adrit, et al.
Published: (2024)
by: Rao, Adrit, et al.
Published: (2024)
Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction
by: Liang, Shijun, et al.
Published: (2024)
by: Liang, Shijun, et al.
Published: (2024)
FlashGMM: Fast Gaussian Mixture Entropy Model for Learned Image Compression
by: Murai, Shimon, et al.
Published: (2025)
by: Murai, Shimon, et al.
Published: (2025)
Semantic-Enhanced Feature Matching with Learnable Geometric Verification for Cross-Modal Neuron Registration
by: Li, Wenwei, et al.
Published: (2025)
by: Li, Wenwei, et al.
Published: (2025)
Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer
by: Salmanpour, Mohammad R., et al.
Published: (2024)
by: Salmanpour, Mohammad R., et al.
Published: (2024)
Sparse Mixture-of-Experts for Non-Uniform Noise Reduction in MRI Images
by: Deng, Zeyun, et al.
Published: (2025)
by: Deng, Zeyun, et al.
Published: (2025)
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation
by: Lyu, Pengfei, et al.
Published: (2025)
by: Lyu, Pengfei, et al.
Published: (2025)
Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges
by: Hansen, Lasse, et al.
Published: (2025)
by: Hansen, Lasse, et al.
Published: (2025)
DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching
by: Wang, Ruixiong, et al.
Published: (2024)
by: Wang, Ruixiong, et al.
Published: (2024)
Versatile Volumetric Medical Image Coding for Human-Machine Vision
by: Chen, Jietao, et al.
Published: (2024)
by: Chen, Jietao, et al.
Published: (2024)
Similar Items
-
Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound
by: Dorent, Reuben, et al.
Published: (2024) -
Spatiotemporal Disentanglement of Arteriovenous Malformations in Digital Subtraction Angiography
by: Baur, Kathleen, et al.
Published: (2024) -
A Systematic Review on Data-Driven Brain Deformation Modeling for Image-Guided Neurosurgery
by: Assis, Tiago, et al.
Published: (2026) -
When Experts Disagree: Characterizing Annotator Variability for Vessel Segmentation in DSA Images
by: Geshvadi, M., et al.
Published: (2025) -
M$^4$oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts
by: Jiang, Yufeng, et al.
Published: (2024)