BiomedParse-V : Scaling Foundation Model for Universal Text-guided...
Aug 8, 2025 · Our method features a novel Fractal Volumetric Encoding (FVE) scheme, which hierarchically compresses volumetric data by capturing self-similarity across slices into a compact …
What can Mamba do for 3D Volumetric Medical Image Segmentation?
Sep 24, 2024 · What can Mamba do for 3D Volumetric Medical Image Segmentation? Chaohan Wang, Qi Chen, Yuyin Zhou, Qi Wu, Yutong Xie
VoMP: Predicting Volumetric Mechanical Property Fields
Sep 9, 2025 · Experiments show that VoMP estimates accurate volumetric properties and can convert 3D objects into simulation-ready assets, resulting in realistic deformable simulations and far …
MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric ...
Sep 15, 2025 · TL;DR: MedGMAE replaces traditional voxel-level reconstruction in medical volumetric data pre-training with 3D Gaussian primitives prediction, enabling more effective anatomical …
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing...
Feb 1, 2023 · In this work, we propose a lightweight volumetric ConvNet, termed 3D UX-Net, which adapts the hierarchical transformer using ConvNet modules for robust volumetric segmentation.
Learning General-purpose Biomedical Volume Representations using ...
Jan 22, 2025 · This work proposes a pre-training approach for downstream tasks related to fine-grained volumetric medical data: image registration and semantic segmentation. The authors propose to …
6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric ...
Jan 22, 2025 · This paper presents 6D Gaussian Splatting (6DGS), an advanced method for volumetric rendering that enhances traditional 3D Gaussian splatting (3DGS) by incorporating view-dependent …
Volumetric Disentanglement for 3D Scene Manipulation
Sep 22, 2022 · We propose a framework for disentangling a 3D scene into a foreground and background volumetric representations and show a variety of downstream applications involving 3D manipulation.
RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric...
Sep 18, 2025 · RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2 Bin Xie, Hao Tang, Yan Yan, Gady Agam
etitive Dice scores with reduced computational com-537 plexity. These findings underscore the potential of Mamba-based architectures to push the bound-538 aries of volumetric medical image segmentation,