Copertina

VKT : A Hybrid Vision KAN ‐Transformer Model for Medical Image Classification

Fuente: Wiley Open Access

Salvato in:

Dettagli Bibliografici
Autori principali:	Guanghua He, Yuanyuan Fu, Wangang Cheng, Zhong Li, Keli Hu, Yongqin Zhang, Hancan Zhu
Natura:	Artículo Open Access
Pubblicazione:	Wiley 2026
Soggetti:	International Journal of Imaging Systems and Technology
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification
di: Shu Cai, et al.
Pubblicazione: (2025)

Multimodal Medical Image Fusion With UNet‐Based Multi‐Scale Transformer Networks
di: Qingwu Fu, et al.
Pubblicazione: (2025)

A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis
di: Cheng, Wangang, et al.
Pubblicazione: (2024)

MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation
di: Zhu, Hancan, et al.
Pubblicazione: (2025)

CKTNet : A Cross‐Attention KAN ‐Transformer Based Few‐Shot Learning for Pericardial Adipose Tissue Segmentation
di: Junchi Lu, et al.
Pubblicazione: (2026)

TCSAFormer : Efficient Vision Transformer With Token Compression and Sparse Attention for Medical Image Segmentation
di: Zunhui Xia, et al.
Pubblicazione: (2026)

tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation
di: He, Guanghua, et al.
Pubblicazione: (2025)

ResTrans‐Unet: A Residual‐Aware Transformer‐Based Approach to Medical Image Segmentation
di: Fengying Ma, et al.
Pubblicazione: (2024)

MFH‐Net: A Hybrid CNN‐Transformer Network Based Multi‐Scale Fusion for Medical Image Segmentation
di: Ying Wang, et al.
Pubblicazione: (2024)

Advancing Cervical Cancer Classification Through a Fusion of CNN and Vision Transformer Models
di: Fida Hussain Dahri, et al.
Pubblicazione: (2026)

Enhancing Melanoma Detection With Anisotropic Median Filtering and Multinomial Classification Vision Transformer
di: R. Naga Swetha, et al.
Pubblicazione: (2025)

HCN: Hybrid Capsule Network for Fetal Plane Classification in Ultrasound Images
di: Sourav Kumar Tanwar, et al.
Pubblicazione: (2024)

Multi‐Class Classification of Diabetic Retinopathy Diseases From Fundus Images Using Criss‐Cross Attention Based Deep Residual Squeeze and Excitation Assisted Vision Transformer Model
di: Satti Mounika, et al.
Pubblicazione: (2025)

SuperFormer: Unet‐Like Super Token Transformer for Medical Image Segmentation
di: Wenshuai Zhang, et al.
Pubblicazione: (2025)

DIER ‐Net: Debiased Learning With Medical Image Noisy Label by Intrinsic and Extrinsic Regularization
di: Cheng Xue
Pubblicazione: (2025)

Transformer‐Based Segmentation and Feature Fusion for Multi‐Class Breast Ultrasound Classification
di: Liqun Shi, et al.
Pubblicazione: (2026)

CFIFusion: Dual‐Branch Complementary Feature Injection Network for Medical Image Fusion
di: Yiyuan Xie, et al.
Pubblicazione: (2024)

U‐ KAN for Multi‐Nuclei Segmentation Using an Adaptive Sliding Window Approach
di: Usman Ali, et al.
Pubblicazione: (2026)

Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model
di: Zengan Huang, et al.
Pubblicazione: (2024)

C‐TUnet: A CNN‐Transformer Architecture‐Based Ultrasound Breast Image Classification Network
di: Ying Wu, et al.
Pubblicazione: (2024)

CasUNeXt: A Cascaded Transformer With Intra‐ and Inter‐Scale Information for Medical Image Segmentation
di: Junding Sun, et al.
Pubblicazione: (2024)

Lightweight Deep Learning Model Optimization for Medical Image Analysis
di: Zahraa Al‐Milaji, et al.
Pubblicazione: (2024)

Robust and Multicenter Detection of Breast Malignancies Using Vision Transformers in Digital Breast Tomosynthesis Imaging
di: Amit Sharma, et al.
Pubblicazione: (2026)

A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer
di: Ahmet Nusret Toprak, et al.
Pubblicazione: (2024)

3D MedicalDet ‐Mamba: A Hybrid Mamba‐ CNN Network for Medical Object Detection and Localization
di: Shanshan Li, et al.
Pubblicazione: (2025)

A Joint Lightweight U‐Shaped Network for Efficient Medical Image Segmentation of Melanoma and Breast Cancer
di: Ting Ma, et al.
Pubblicazione: (2025)

A Novel Network With Spectrum Transformer and Triplet Attention for CT Image Segmentation
di: Ju Zhang, et al.
Pubblicazione: (2025)

Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks
di: Amir Bouden, et al.
Pubblicazione: (2025)

An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework
di: Datenji Sherpa, et al.
Pubblicazione: (2025)

HPPE ‐Unet: A Boundary‐Enhanced U‐Shaped Network With Hybrid Attention and Multi‐Scale Feature Fusion for Small‐Sample Medical Image Segmentation
di: Changhao Sun, et al.
Pubblicazione: (2025)

VMC‐UNet: A Vision Mamba‐CNN U‐Net for Tumor Segmentation in Breast Ultrasound Image
di: Dongyue Wang, et al.
Pubblicazione: (2024)

DFABU ‐Net: A Dual Parallel Branch Medical Image Segmentation Model With Attention Mechanism
di: Yanxi Zhang, et al.
Pubblicazione: (2026)

A Center‐Border Dual‐Branch Network With Dynamic Weighted Fusion for Breast Cancer Histopathology Image Classification
di: Liang Zeng, et al.
Pubblicazione: (2026)

Medical Image Fusion for Multiple Diseases Features Enhancement
di: Sajid Ullah Khan, et al.
Pubblicazione: (2024)

Advancing Efficient Brain Tumor Multi‐Class Classification: New Insights From the Vision Mamba Model in Transfer Learning
di: Yinyi Lai, et al.
Pubblicazione: (2025)

Automated Lumbar Disc Intensity Classification From MRI Scans Using Region‐Based CNNs and Transformer Models
di: Hasan Ulutas, et al.
Pubblicazione: (2025)

An Interpretable Lesion‐Aware Diagnostic Model for Full‐Field Mammography Classification
di: Jie Xu, et al.
Pubblicazione: (2025)

Leveraging Medical Foundation Model Features in Graph Neural Network‐Based Retrieval of Breast Histopathology Images
di: Nematollah Saeidi, et al.
Pubblicazione: (2026)

SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images
di: Yongjie Liu, et al.
Pubblicazione: (2024)

Feature Subspace Projection Knowledge Distillation for Medical Image Segmentation
di: Xiangchun Yu, et al.
Pubblicazione: (2025)