Echo-DND: A dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography
Fuente:
arXiv
Saved in:
| Main Authors: | Rahman, Abdur, Balraj, Keerthiveena, Ramteke, Manojkumar, Rathore, Anurag Singh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Lightweight image segmentation for echocardiography
by: Kjelsrud, Anders, et al.
Published: (2025)
by: Kjelsrud, Anders, et al.
Published: (2025)
EchoONE: Segmenting Multiple echocardiography Planes in One Model
by: Hu, Jiongtong, et al.
Published: (2024)
by: Hu, Jiongtong, et al.
Published: (2024)
Blue noise for diffusion models
by: Huang, Xingchang, et al.
Published: (2024)
by: Huang, Xingchang, et al.
Published: (2024)
Detecting and refurbishing ground truth errors during training of deep learning-based echocardiography segmentation models
by: Islam, Iman, et al.
Published: (2026)
by: Islam, Iman, et al.
Published: (2026)
A novel attention mechanism for noise-adaptive and robust segmentation of microtubules in microscopy images
by: Laydi, Achraf Ait, et al.
Published: (2025)
by: Laydi, Achraf Ait, et al.
Published: (2025)
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths
by: Teimouri, Reihaneh, et al.
Published: (2024)
by: Teimouri, Reihaneh, et al.
Published: (2024)
Label-efficient multi-organ segmentation with a diffusion model
by: Huang, Yongzhi, et al.
Published: (2024)
by: Huang, Yongzhi, et al.
Published: (2024)
Edge-preserving noise for diffusion models
by: Vandersanden, Jente, et al.
Published: (2024)
by: Vandersanden, Jente, et al.
Published: (2024)
STEAM: Squeeze and Transform Enhanced Attention Module
by: Sabharwal, Rishabh, et al.
Published: (2024)
by: Sabharwal, Rishabh, et al.
Published: (2024)
Comprehensive segmentation of deep grey nuclei from structural MRI data
by: Saranathan, Manojkumar, et al.
Published: (2025)
by: Saranathan, Manojkumar, et al.
Published: (2025)
Benchmarking Post-Hoc Unknown-Category Detection in Food Recognition
by: Rahman, Lubnaa Abdur, et al.
Published: (2025)
by: Rahman, Lubnaa Abdur, et al.
Published: (2025)
Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles
by: Szűcs, Ádám István, et al.
Published: (2024)
by: Szűcs, Ádám István, et al.
Published: (2024)
SegAssess: Panoramic quality mapping for robust and transferable unsupervised segmentation assessment
by: Yang, Bingnan, et al.
Published: (2025)
by: Yang, Bingnan, et al.
Published: (2025)
MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort
by: Yao, Tina, et al.
Published: (2025)
by: Yao, Tina, et al.
Published: (2025)
Excite, Attend and Segment (EASe): Domain-Agnostic Fine-Grained Mask Discovery with Feature Calibration and Self-Supervised Upsampling
by: Singh, Deepank, et al.
Published: (2026)
by: Singh, Deepank, et al.
Published: (2026)
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation
by: Hussain, Mustaffa, et al.
Published: (2023)
by: Hussain, Mustaffa, et al.
Published: (2023)
Open set label noise learning with robust sample selection and margin-guided module
by: Zhao, Yuandi, et al.
Published: (2025)
by: Zhao, Yuandi, et al.
Published: (2025)
LV-Net: Anatomy-aware lateral ventricle shape modeling with a case study on Alzheimer's disease
by: Park, Wonjung, et al.
Published: (2025)
by: Park, Wonjung, et al.
Published: (2025)
Digging into contrastive learning for robust depth estimation with diffusion models
by: Wang, Jiyuan, et al.
Published: (2024)
by: Wang, Jiyuan, et al.
Published: (2024)
LGMSNet: Thinning a medical image segmentation model via dual-level multiscale fusion
by: Dong, Chengqi, et al.
Published: (2025)
by: Dong, Chengqi, et al.
Published: (2025)
InfraDiffusion: zero-shot depth map restoration with diffusion models and prompted segmentation from sparse infrastructure point clouds
by: Jing, Yixiong, et al.
Published: (2025)
by: Jing, Yixiong, et al.
Published: (2025)
Generative augmentations for improved cardiac ultrasound segmentation using diffusion models
by: Van De Vyver, Gilles, et al.
Published: (2025)
by: Van De Vyver, Gilles, et al.
Published: (2025)
Activation Function Optimization Scheme for Image Classification
by: Rahman, Abdur, et al.
Published: (2024)
by: Rahman, Abdur, et al.
Published: (2024)
DFU: scale-robust diffusion model for zero-shot super-resolution image generation
by: Havrilla, Alex, et al.
Published: (2023)
by: Havrilla, Alex, et al.
Published: (2023)
Insert In Style: A Zero-Shot Generative Framework for Harmonious Cross-Domain Object Composition
by: Chittersu, Raghu Vamsi, et al.
Published: (2025)
by: Chittersu, Raghu Vamsi, et al.
Published: (2025)
ONRW: Optimizing inversion noise for high-quality and robust watermark
by: Ding, Xuan, et al.
Published: (2026)
by: Ding, Xuan, et al.
Published: (2026)
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter
by: Lee, Dongmyoung, et al.
Published: (2024)
by: Lee, Dongmyoung, et al.
Published: (2024)
Dynamically evolving segment anything model with continuous learning for medical image segmentation
by: Liu, Zhaori, et al.
Published: (2025)
by: Liu, Zhaori, et al.
Published: (2025)
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise
by: Ban, Yuanhao, et al.
Published: (2024)
by: Ban, Yuanhao, et al.
Published: (2024)
Ensemble learning of foundation models for precision oncology
by: Luo, Xiangde, et al.
Published: (2025)
by: Luo, Xiangde, et al.
Published: (2025)
Towards Blind and Low-Vision Accessibility of Lightweight VLMs and Custom LLM-Evals
by: Baghel, Shruti Singh, et al.
Published: (2025)
by: Baghel, Shruti Singh, et al.
Published: (2025)
Robust Cross-Domain Adaptation in Texture Features Transferring for Wood Chip Moisture Content Prediction
by: Rahman, Abdur, et al.
Published: (2025)
by: Rahman, Abdur, et al.
Published: (2025)
A SAM based Tool for Semi-Automatic Food Annotation
by: Rahman, Lubnaa Abdur, et al.
Published: (2024)
by: Rahman, Lubnaa Abdur, et al.
Published: (2024)
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models
by: Ren, Tianyi, et al.
Published: (2024)
by: Ren, Tianyi, et al.
Published: (2024)
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation
by: Hejrati, Behzad, et al.
Published: (2025)
by: Hejrati, Behzad, et al.
Published: (2025)
HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction
by: Rathore, Shaurya Singh, et al.
Published: (2025)
by: Rathore, Shaurya Singh, et al.
Published: (2025)
CATS v2: Hybrid encoders for robust medical segmentation
by: Li, Hao, et al.
Published: (2023)
by: Li, Hao, et al.
Published: (2023)
Shape-intensity knowledge distillation for robust medical image segmentation
by: Dong, Wenhui, et al.
Published: (2024)
by: Dong, Wenhui, et al.
Published: (2024)
Echo-Path: Pathology-Conditioned Echo Video Generation
by: Muhammad, Kabir Hamzah, et al.
Published: (2025)
by: Muhammad, Kabir Hamzah, et al.
Published: (2025)
Malaria Cell Detection Using Deep Neural Networks
by: Sawant, Saurabh, et al.
Published: (2024)
by: Sawant, Saurabh, et al.
Published: (2024)
Similar Items
-
Lightweight image segmentation for echocardiography
by: Kjelsrud, Anders, et al.
Published: (2025) -
EchoONE: Segmenting Multiple echocardiography Planes in One Model
by: Hu, Jiongtong, et al.
Published: (2024) -
Blue noise for diffusion models
by: Huang, Xingchang, et al.
Published: (2024) -
Detecting and refurbishing ground truth errors during training of deep learning-based echocardiography segmentation models
by: Islam, Iman, et al.
Published: (2026) -
A novel attention mechanism for noise-adaptive and robust segmentation of microtubules in microscopy images
by: Laydi, Achraf Ait, et al.
Published: (2025)