MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Sobhan, Shadman, Mahmud, Kazi Abrar, Zami, Abduz |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
by: Zami, Abduz, et al.
Published: (2025)
by: Zami, Abduz, et al.
Published: (2025)
SMFD-UNet: Semantic Face Mask Is The Only Thing You Need To Deblur Faces
by: Zami, Abduz
Published: (2026)
by: Zami, Abduz
Published: (2026)
Temporally-Similar Structure-Aware Spatiotemporal Fusion of Satellite Images
by: Isono, Ryosuke, et al.
Published: (2025)
by: Isono, Ryosuke, et al.
Published: (2025)
MedSAM-CA: A CNN-Augmented ViT with Attention-Enhanced Multi-Scale Fusion for Medical Image Segmentation
by: Tian, Peiting, et al.
Published: (2025)
by: Tian, Peiting, et al.
Published: (2025)
Reflectance Multispectral Imaging for Soil Composition Estimation and USDA Texture Classification
by: Ranasinghe, G. A. S. L, et al.
Published: (2026)
by: Ranasinghe, G. A. S. L, et al.
Published: (2026)
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT Models
by: Le, Thanh-Dung, et al.
Published: (2024)
by: Le, Thanh-Dung, et al.
Published: (2024)
Neural-HAR: A Dimension-Gated CNN Accelerator for Real-Time Radar Human Activity Recognition
by: Wu, Yizhuo, et al.
Published: (2025)
by: Wu, Yizhuo, et al.
Published: (2025)
Interpretable EEG-to-Image Generation with Semantic Prompts
by: Rezvani, Arshak, et al.
Published: (2025)
by: Rezvani, Arshak, et al.
Published: (2025)
Redefining Radar Segmentation: Simultaneous Static-Moving Segmentation and Ego-Motion Estimation using Radar Point Clouds
by: Zhu, Simin, et al.
Published: (2025)
by: Zhu, Simin, et al.
Published: (2025)
Feature Fusion and Knowledge-Distilled Multi-Modal Multi-Target Detection
by: Do, Ngoc Tuyen, et al.
Published: (2025)
by: Do, Ngoc Tuyen, et al.
Published: (2025)
S$^3$F-Net: A Multi-Modal Approach to Medical Image Classification via Spatial-Spectral Summarizer Fusion Network
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2025)
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2025)
Robust Small Methane Plume Segmentation in Satellite Imagery
by: Tran, Khai Duc Minh, et al.
Published: (2025)
by: Tran, Khai Duc Minh, et al.
Published: (2025)
An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning
by: Ali, Usman, et al.
Published: (2024)
by: Ali, Usman, et al.
Published: (2024)
DREAM: Dynamic Retinal Enhancement with Adaptive Multi-modal Fusion for Expert Precision Medical Report Generation
by: Shaik, Nagur Shareef, et al.
Published: (2026)
by: Shaik, Nagur Shareef, et al.
Published: (2026)
Advance and Refinement: The Evolution of UAV Detection and Classification Technologies
by: Semenyuk, Vladislav, et al.
Published: (2024)
by: Semenyuk, Vladislav, et al.
Published: (2024)
NAKUL-Med: Spectral-Graph State Space Models with Dynamics Kernels for Medical Signals
by: Patro, Badri N., et al.
Published: (2026)
by: Patro, Badri N., et al.
Published: (2026)
Automatic Labelling & Semantic Segmentation with 4D Radar Tensors
by: Sun, Botao, et al.
Published: (2025)
by: Sun, Botao, et al.
Published: (2025)
Universal Wavelet Units in 3D Retinal Layer Segmentation
by: Le, An D., et al.
Published: (2025)
by: Le, An D., et al.
Published: (2025)
Signal2Image Modules in Deep Neural Networks for EEG Classification
by: Bizopoulos, Paschalis, et al.
Published: (2019)
by: Bizopoulos, Paschalis, et al.
Published: (2019)
Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning
by: Huan, Ouwen, et al.
Published: (2024)
by: Huan, Ouwen, et al.
Published: (2024)
Fusion of Deep Learning and GIS for Advanced Remote Sensing Image Analysis
by: Afroosheh, Sajjad, et al.
Published: (2024)
by: Afroosheh, Sajjad, et al.
Published: (2024)
Leveraging Vision Transformers for Enhanced Classification of Emotions using ECG Signals
by: Indrasiri, Pubudu L., et al.
Published: (2025)
by: Indrasiri, Pubudu L., et al.
Published: (2025)
A Foundation Model for DAS Signal Recognition and Visual Prompt Tuning of the Pre-trained Model for Downstream Tasks
by: Gui, Kun, et al.
Published: (2025)
by: Gui, Kun, et al.
Published: (2025)
DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy
by: Wu, Zhuoyu, et al.
Published: (2026)
by: Wu, Zhuoyu, et al.
Published: (2026)
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring
by: Munoz, Mario Francisco, et al.
Published: (2024)
by: Munoz, Mario Francisco, et al.
Published: (2024)
Wavelet-based Multi-View Fusion of 4D Radar Tensor and Camera for Robust 3D Object Detection
by: Guan, Runwei, et al.
Published: (2025)
by: Guan, Runwei, et al.
Published: (2025)
Towards In-Air Ultrasonic QR Codes: Deep Learning for Classification of Passive Reflector Constellations
by: Jansen, Wouter, et al.
Published: (2025)
by: Jansen, Wouter, et al.
Published: (2025)
SegmentAnyMuscle: A universal muscle segmentation model across different locations in MRI
by: Colglazier, Roy, et al.
Published: (2025)
by: Colglazier, Roy, et al.
Published: (2025)
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure
by: Goo, June Moh, et al.
Published: (2024)
by: Goo, June Moh, et al.
Published: (2024)
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement
by: Hossain, Md Bayazid, et al.
Published: (2025)
by: Hossain, Md Bayazid, et al.
Published: (2025)
Interpretable Aneurysm Classification via 3D Concept Bottleneck Models: Integrating Morphological and Hemodynamic Clinical Features
by: Khaled, Toqa, et al.
Published: (2026)
by: Khaled, Toqa, et al.
Published: (2026)
Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification
by: Le, Thanh-Dung, et al.
Published: (2024)
by: Le, Thanh-Dung, et al.
Published: (2024)
Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results
by: Fang, Wang, et al.
Published: (2025)
by: Fang, Wang, et al.
Published: (2025)
A Robust Pipeline for Classification and Detection of Bleeding Frames in Wireless Capsule Endoscopy using Swin Transformer and RT-DETR
by: Alavala, Sasidhar, et al.
Published: (2024)
by: Alavala, Sasidhar, et al.
Published: (2024)
Efficiency vs. Efficacy: Assessing the Compression Ratio-Dice Score Relationship through a Simple Benchmarking Framework for Cerebrovascular 3D Segmentation
by: Elbana, Shimaa, et al.
Published: (2025)
by: Elbana, Shimaa, et al.
Published: (2025)
Language-Oriented Semantic Latent Representation for Image Transmission
by: Cicchetti, Giordano, et al.
Published: (2024)
by: Cicchetti, Giordano, et al.
Published: (2024)
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation
by: Sun, Hongkun, et al.
Published: (2024)
by: Sun, Hongkun, et al.
Published: (2024)
Role and Integration of Image Processing Systems in Maritime Target Tracking
by: Zardoua, Yassir, et al.
Published: (2022)
by: Zardoua, Yassir, et al.
Published: (2022)
A PolSAR Scattering Power Factorization Framework and Novel Roll-Invariant Parameters Based Unsupervised Classification Scheme Using a Geodesic Distance
by: Ratha, Debanshu, et al.
Published: (2019)
by: Ratha, Debanshu, et al.
Published: (2019)
MedFormer-UR: Uncertainty-Routed Transformer for Medical Image Classification
by: Sibhai, Mohammed Maaz, et al.
Published: (2026)
by: Sibhai, Mohammed Maaz, et al.
Published: (2026)
Similar Items
-
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
by: Zami, Abduz, et al.
Published: (2025) -
SMFD-UNet: Semantic Face Mask Is The Only Thing You Need To Deblur Faces
by: Zami, Abduz
Published: (2026) -
Temporally-Similar Structure-Aware Spatiotemporal Fusion of Satellite Images
by: Isono, Ryosuke, et al.
Published: (2025) -
MedSAM-CA: A CNN-Augmented ViT with Attention-Enhanced Multi-Scale Fusion for Medical Image Segmentation
by: Tian, Peiting, et al.
Published: (2025) -
Reflectance Multispectral Imaging for Soil Composition Estimation and USDA Texture Classification
by: Ranasinghe, G. A. S. L, et al.
Published: (2026)