PULSE: A Unified Multi-Task Architecture for Cardiac Segmentation, Diagnosis, and Few-Shot Cross-Modality Clinical Adaptation
Fuente:
arXiv
Saved in:
| Main Authors: | Ghouse, Hania, Alsharqi, Maryam, Nezami, Farhad R., Behzad, Muzammil |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation
by: Ghouse, Hania, et al.
Published: (2025)
by: Ghouse, Hania, et al.
Published: (2025)
Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images
by: Ghouse, Hania, et al.
Published: (2025)
by: Ghouse, Hania, et al.
Published: (2025)
Scaling Down to Scale Up: Towards Operationally-Efficient and Deployable Clinical Models via Cross-Modal Low-Rank Adaptation for Medical Vision-Language Models
by: Alzubaidi, Thuraya, et al.
Published: (2025)
by: Alzubaidi, Thuraya, et al.
Published: (2025)
XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models
by: Alzubaidi, Thuraya, et al.
Published: (2026)
by: Alzubaidi, Thuraya, et al.
Published: (2026)
Spatio-Semantic Expert Routing Architecture with Mixture-of-Experts for Referring Image Segmentation
by: Dalaq, Alaa, et al.
Published: (2026)
by: Dalaq, Alaa, et al.
Published: (2026)
Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition
by: Behzad, Muzammil
Published: (2025)
by: Behzad, Muzammil
Published: (2025)
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model
by: Dalaq, Alaa, et al.
Published: (2025)
by: Dalaq, Alaa, et al.
Published: (2025)
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
by: Behzad, Muzammil
Published: (2025)
by: Behzad, Muzammil
Published: (2025)
Facial Emotion Learning with Text-Guided Multiview Fusion via Vision-Language Model for 3D/4D Facial Expression Recognition
by: Behzad, Muzammil
Published: (2025)
by: Behzad, Muzammil
Published: (2025)
Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation
by: Nie, Jiahao, et al.
Published: (2026)
by: Nie, Jiahao, et al.
Published: (2026)
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement
by: Shaahid, Afrah, et al.
Published: (2025)
by: Shaahid, Afrah, et al.
Published: (2025)
AquaDiff: Diffusion-Based Underwater Image Enhancement for Addressing Color Distortion
by: Shaahid, Afrah, et al.
Published: (2025)
by: Shaahid, Afrah, et al.
Published: (2025)
Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model
by: Behzad, Muzammil, et al.
Published: (2025)
by: Behzad, Muzammil, et al.
Published: (2025)
GAMORA: A Gesture Articulated Meta Operative Robotic Arm for Hazardous Material Handling in Containment-Level Environments
by: Wasay, Farha Abdul, et al.
Published: (2025)
by: Wasay, Farha Abdul, et al.
Published: (2025)
Textual and Visual Guided Task Adaptation for Source-Free Cross-Domain Few-Shot Segmentation
by: Liu, Jianming, et al.
Published: (2025)
by: Liu, Jianming, et al.
Published: (2025)
Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model
by: AlJunaid, Reem, et al.
Published: (2025)
by: AlJunaid, Reem, et al.
Published: (2025)
Generative Adversarial Synthesis and Deep Feature Discrimination of Brain Tumor MRI Images
by: Ali, Md Sumon, et al.
Published: (2025)
by: Ali, Md Sumon, et al.
Published: (2025)
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine
by: Oh, Jun-Young, et al.
Published: (2024)
by: Oh, Jun-Young, et al.
Published: (2024)
Learning Multi-Modal Prototypes for Cross-Domain Few-Shot Object Detection
by: Wang, Wanqi, et al.
Published: (2026)
by: Wang, Wanqi, et al.
Published: (2026)
Exploring Cross-Modal Flows for Few-Shot Learning
by: Jiang, Ziqi, et al.
Published: (2025)
by: Jiang, Ziqi, et al.
Published: (2025)
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching
by: Liu, Heng, et al.
Published: (2025)
by: Liu, Heng, et al.
Published: (2025)
DFR: A Decompose-Fuse-Reconstruct Framework for Multi-Modal Few-Shot Segmentation
by: Chen, Shuai, et al.
Published: (2025)
by: Chen, Shuai, et al.
Published: (2025)
AI- Enhanced Stethoscope in Remote Diagnostics for Cardiopulmonary Diseases
by: Ghouse, Hania, et al.
Published: (2025)
by: Ghouse, Hania, et al.
Published: (2025)
SwinTF3D: A Lightweight Multimodal Fusion Approach for Text-Guided 3D Medical Image Segmentation
by: Khan, Hasan Faraz, et al.
Published: (2025)
by: Khan, Hasan Faraz, et al.
Published: (2025)
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
by: Baklouti, Ghassen, et al.
Published: (2025)
by: Baklouti, Ghassen, et al.
Published: (2025)
Cross-Modal Mapping: Mitigating the Modality Gap for Few-Shot Image Classification
by: Yang, Xi, et al.
Published: (2024)
by: Yang, Xi, et al.
Published: (2024)
PrAda: Few-Shot Visual Adaptation for Text-Prompted Segmentation
by: Rosi, Gabriele, et al.
Published: (2026)
by: Rosi, Gabriele, et al.
Published: (2026)
Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning
by: Jiang, Tianjiao, et al.
Published: (2025)
by: Jiang, Tianjiao, et al.
Published: (2025)
Unify the Views: View-Consistent Prototype Learning for Few-Shot Segmentation
by: Liu, Hongli, et al.
Published: (2026)
by: Liu, Hongli, et al.
Published: (2026)
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
by: Su, Jiapeng, et al.
Published: (2024)
by: Su, Jiapeng, et al.
Published: (2024)
Unified Review and Benchmark of Deep Segmentation Architectures for Cardiac Ultrasound on CAMUS
by: Ullah, Zahid, et al.
Published: (2025)
by: Ullah, Zahid, et al.
Published: (2025)
Multi-Text Guided Few-Shot Semantic Segmentation
by: Jiao, Qiang, et al.
Published: (2025)
by: Jiao, Qiang, et al.
Published: (2025)
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model
by: Xiao, Aoran, et al.
Published: (2024)
by: Xiao, Aoran, et al.
Published: (2024)
Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI
by: Viti, Bruno, et al.
Published: (2024)
by: Viti, Bruno, et al.
Published: (2024)
Cross-Modal Prototype Alignment and Mixing for Training-Free Few-Shot Classification
by: Goswami, Dipam, et al.
Published: (2026)
by: Goswami, Dipam, et al.
Published: (2026)
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
by: Han, Yue, et al.
Published: (2023)
by: Han, Yue, et al.
Published: (2023)
Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation
by: Cong, Runmin, et al.
Published: (2025)
by: Cong, Runmin, et al.
Published: (2025)
From Graphs to Gates: DNS-HyXNet, A Lightweight and Deployable Sequential Model for Real-Time DNS Tunnel Detection
by: Ali, Faraz, et al.
Published: (2025)
by: Ali, Faraz, et al.
Published: (2025)
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations
by: Zhang, Yi, et al.
Published: (2024)
by: Zhang, Yi, et al.
Published: (2024)
Modality-Collaborative Low-Rank Decomposers for Few-Shot Video Domain Adaptation
by: Wanyan, Yuyang, et al.
Published: (2025)
by: Wanyan, Yuyang, et al.
Published: (2025)
Similar Items
-
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation
by: Ghouse, Hania, et al.
Published: (2025) -
Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images
by: Ghouse, Hania, et al.
Published: (2025) -
Scaling Down to Scale Up: Towards Operationally-Efficient and Deployable Clinical Models via Cross-Modal Low-Rank Adaptation for Medical Vision-Language Models
by: Alzubaidi, Thuraya, et al.
Published: (2025) -
XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models
by: Alzubaidi, Thuraya, et al.
Published: (2026) -
Spatio-Semantic Expert Routing Architecture with Mixture-of-Experts for Referring Image Segmentation
by: Dalaq, Alaa, et al.
Published: (2026)