Capsule-ConvKAN: A Hybrid Neural Approach to Medical Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Pituková, Laura, Sinčák, Peter, Kovács, László József, Wang, Peng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation
by: Wu, Yanlin, et al.
Published: (2024)
by: Wu, Yanlin, et al.
Published: (2024)
SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
by: Du, Yuexi, et al.
Published: (2025)
by: Du, Yuexi, et al.
Published: (2025)
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation
by: Roy, Saikat, et al.
Published: (2023)
by: Roy, Saikat, et al.
Published: (2023)
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
by: Cheng, Chun-Wun, et al.
Published: (2025)
by: Cheng, Chun-Wun, et al.
Published: (2025)
InceptionCapsule: Inception-Resnet and CapsuleNet with self-attention for medical image Classification
by: Sadeghnezhad, Elham, et al.
Published: (2024)
by: Sadeghnezhad, Elham, et al.
Published: (2024)
Rethinking Transfer Learning for Medical Image Classification
by: Peng, Le, et al.
Published: (2021)
by: Peng, Le, et al.
Published: (2021)
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
by: Li, Chenxin, et al.
Published: (2024)
by: Li, Chenxin, et al.
Published: (2024)
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation
by: Zhu, Hancan, et al.
Published: (2025)
by: Zhu, Hancan, et al.
Published: (2025)
Progressive Uncertainty-Guided Evidential U-KAN for Trustworthy Medical Image Segmentation
by: Yang, Zhen, et al.
Published: (2025)
by: Yang, Zhen, et al.
Published: (2025)
SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies
by: Tan, Shengbo, et al.
Published: (2024)
by: Tan, Shengbo, et al.
Published: (2024)
Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model
by: Subedi, Aliza, et al.
Published: (2024)
by: Subedi, Aliza, et al.
Published: (2024)
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation
by: Fang, Chenglin, et al.
Published: (2024)
by: Fang, Chenglin, et al.
Published: (2024)
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network
by: Tang, Fenghe, et al.
Published: (2022)
by: Tang, Fenghe, et al.
Published: (2022)
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach
by: Wu, Gang, et al.
Published: (2024)
by: Wu, Gang, et al.
Published: (2024)
FUSECAPS: Investigating Feature Fusion Based Framework for Capsule Endoscopy Image Classification
by: Chakraborty, Bidisha, et al.
Published: (2024)
by: Chakraborty, Bidisha, et al.
Published: (2024)
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification
by: EL-Assiouti, Omar S., et al.
Published: (2024)
by: EL-Assiouti, Omar S., et al.
Published: (2024)
MedMamba: Vision Mamba for Medical Image Classification
by: Yue, Yubiao, et al.
Published: (2024)
by: Yue, Yubiao, et al.
Published: (2024)
ConvNeXt with Histopathology-Specific Augmentations for Mitotic Figure Classification
by: Feki, Hana, et al.
Published: (2025)
by: Feki, Hana, et al.
Published: (2025)
Explainable Deepfake Video Detection using Convolutional Neural Network and CapsuleNet
by: Ishrak, Gazi Hasin, et al.
Published: (2024)
by: Ishrak, Gazi Hasin, et al.
Published: (2024)
A Deep Bayesian Convolutional Spiking Neural Network-based CAD system with Uncertainty Quantification for Medical Images Classification
by: Chegini, Mohaddeseh, et al.
Published: (2025)
by: Chegini, Mohaddeseh, et al.
Published: (2025)
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification
by: Li, Shuai, et al.
Published: (2024)
by: Li, Shuai, et al.
Published: (2024)
Neural Network for Blind Unmixing: a novel MatrixConv Unmixing (MCU) Approach
by: Zhou, Chao, et al.
Published: (2025)
by: Zhou, Chao, et al.
Published: (2025)
Multi-Class Abnormality Classification Task in Video Capsule Endoscopy
by: Verma, Dev Rishi, et al.
Published: (2024)
by: Verma, Dev Rishi, et al.
Published: (2024)
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation
by: Gan, Dongwei, et al.
Published: (2024)
by: Gan, Dongwei, et al.
Published: (2024)
Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising
by: Islam, Md. Touhidul, et al.
Published: (2024)
by: Islam, Md. Touhidul, et al.
Published: (2024)
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification
by: Liu, Zelong, et al.
Published: (2024)
by: Liu, Zelong, et al.
Published: (2024)
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification
by: Khanal, Bidur, et al.
Published: (2024)
by: Khanal, Bidur, et al.
Published: (2024)
Prompt-driven Latent Domain Generalization for Medical Image Classification
by: Yan, Siyuan, et al.
Published: (2024)
by: Yan, Siyuan, et al.
Published: (2024)
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting
by: Tao, Tianli, et al.
Published: (2025)
by: Tao, Tianli, et al.
Published: (2025)
Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models
by: Mansoori, Mobina, et al.
Published: (2025)
by: Mansoori, Mobina, et al.
Published: (2025)
Vision Models for Medical Imaging: A Hybrid Approach for PCOS Detection from Ultrasound Scans
by: Hoque, Md Mahmudul, et al.
Published: (2026)
by: Hoque, Md Mahmudul, et al.
Published: (2026)
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation
by: Diamantis, Dimitrios E., et al.
Published: (2023)
by: Diamantis, Dimitrios E., et al.
Published: (2023)
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images
by: Mansoori, Mobina, et al.
Published: (2024)
by: Mansoori, Mobina, et al.
Published: (2024)
MONICA: Benchmarking on Long-tailed Medical Image Classification
by: Ju, Lie, et al.
Published: (2024)
by: Ju, Lie, et al.
Published: (2024)
UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks
by: Hassani, Atefe, et al.
Published: (2024)
by: Hassani, Atefe, et al.
Published: (2024)
Automatic Classification of White Blood Cell Images using Convolutional Neural Network
by: Asghar, Rabia, et al.
Published: (2024)
by: Asghar, Rabia, et al.
Published: (2024)
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing
by: Hwang, Seongmin, et al.
Published: (2024)
by: Hwang, Seongmin, et al.
Published: (2024)
Hybrid Deep Learning Framework for Classification of Kidney CT Images: Diagnosis of Stones, Cysts, and Tumors
by: Sharma, Kiran, et al.
Published: (2025)
by: Sharma, Kiran, et al.
Published: (2025)
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation
by: Gyanchandani, Bhavesh, et al.
Published: (2024)
by: Gyanchandani, Bhavesh, et al.
Published: (2024)
A Systematic Review of Generalization Research in Medical Image Classification
by: Matta, Sarah, et al.
Published: (2024)
by: Matta, Sarah, et al.
Published: (2024)
Similar Items
-
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation
by: Wu, Yanlin, et al.
Published: (2024) -
SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
by: Du, Yuexi, et al.
Published: (2025) -
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation
by: Roy, Saikat, et al.
Published: (2023) -
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
by: Cheng, Chun-Wun, et al.
Published: (2025) -
InceptionCapsule: Inception-Resnet and CapsuleNet with self-attention for medical image Classification
by: Sadeghnezhad, Elham, et al.
Published: (2024)