Hybrid Transformer for Early Alzheimer's Detection: Integration of Handwriting-Based 2D Images and 1D Signal Features
Fuente:
arXiv
Saved in:
| Main Authors: | Gong, Changqing, Qin, Huafeng, El-Yacoubi, Mounîm A. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Understanding Cross Task Generalization in Handwriting-Based Alzheimer's Screening via Vision Language Adaptation
by: Gong, Changqing, et al.
Published: (2025)
by: Gong, Changqing, et al.
Published: (2025)
Adversarial Masking Contrastive Learning for vein recognition
by: Qin, Huafeng, et al.
Published: (2024)
by: Qin, Huafeng, et al.
Published: (2024)
Adversarial AutoMixup
by: Qin, Huafeng, et al.
Published: (2023)
by: Qin, Huafeng, et al.
Published: (2023)
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition
by: Qin, Huafeng, et al.
Published: (2024)
by: Qin, Huafeng, et al.
Published: (2024)
SUMix: Mixup with Semantic and Uncertain Information
by: Qin, Huafeng, et al.
Published: (2024)
by: Qin, Huafeng, et al.
Published: (2024)
EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition
by: Qin, Huafeng, et al.
Published: (2024)
by: Qin, Huafeng, et al.
Published: (2024)
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field
by: Gan, Qi, et al.
Published: (2025)
by: Gan, Qi, et al.
Published: (2025)
EmMixformer: Mix transformer for eye movement recognition
by: Qin, Huafeng, et al.
Published: (2024)
by: Qin, Huafeng, et al.
Published: (2024)
Relax DARTS: Relaxing the Constraints of Differentiable Architecture Search for Eye Movement Recognition
by: Zhu, Hongyu, et al.
Published: (2024)
by: Zhu, Hongyu, et al.
Published: (2024)
MsMemoryGAN: A Multi-scale Memory GAN for Palm-vein Adversarial Purification
by: Qin, Huafeng, et al.
Published: (2024)
by: Qin, Huafeng, et al.
Published: (2024)
StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification
by: Jin, Xin, et al.
Published: (2024)
by: Jin, Xin, et al.
Published: (2024)
Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach
by: Chen, Yifei, et al.
Published: (2024)
by: Chen, Yifei, et al.
Published: (2024)
ScriptViT: Vision Transformer-Based Personalized Handwriting Generation
by: Acharya, Sajjan, et al.
Published: (2025)
by: Acharya, Sajjan, et al.
Published: (2025)
When Deep Learning Fails: Limitations of Recurrent Models on Stroke-Based Handwriting for Alzheimer's Disease Detection
by: Nardone, Emanuele, et al.
Published: (2025)
by: Nardone, Emanuele, et al.
Published: (2025)
EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection
by: Wang, Zhe, et al.
Published: (2024)
by: Wang, Zhe, et al.
Published: (2024)
FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding
by: Li, Kangcong, et al.
Published: (2026)
by: Li, Kangcong, et al.
Published: (2026)
Self-Supervised Learning Based Handwriting Verification
by: Chauhan, Mihir, et al.
Published: (2024)
by: Chauhan, Mihir, et al.
Published: (2024)
DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing
by: Lyu, Yueming, et al.
Published: (2023)
by: Lyu, Yueming, et al.
Published: (2023)
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation
by: Hasan, Md Mahfuz Al, et al.
Published: (2025)
by: Hasan, Md Mahfuz Al, et al.
Published: (2025)
Hierarchical Prompt Learning for Image- and Text-Based Person Re-Identification
by: Zhou, Linhan, et al.
Published: (2025)
by: Zhou, Linhan, et al.
Published: (2025)
Qalam : A Multimodal LLM for Arabic Optical Character and Handwriting Recognition
by: Bhatia, Gagan, et al.
Published: (2024)
by: Bhatia, Gagan, et al.
Published: (2024)
Deep Learning-Based Computer Vision Models for Early Cancer Detection Using Multimodal Medical Imaging and Radiogenomic Integration Frameworks
by: Oghenekaro, Emmanuella Avwerosuoghene
Published: (2025)
by: Oghenekaro, Emmanuella Avwerosuoghene
Published: (2025)
Just a Hint: Point-Supervised Camouflaged Object Detection
by: Chen, Huafeng, et al.
Published: (2024)
by: Chen, Huafeng, et al.
Published: (2024)
Hybrid Deep Learning Framework for Enhanced Diabetic Retinopathy Detection: Integrating Traditional Features with AI-driven Insights
by: Maity, Arpan, et al.
Published: (2025)
by: Maity, Arpan, et al.
Published: (2025)
SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection
by: Chen, Huafeng, et al.
Published: (2024)
by: Chen, Huafeng, et al.
Published: (2024)
Aesthetic Assessment of Chinese Handwritings Based on Vision Language Models
by: Zheng, Chen, et al.
Published: (2026)
by: Zheng, Chen, et al.
Published: (2026)
AYDIV: Adaptable Yielding 3D Object Detection via Integrated Contextual Vision Transformer
by: Dam, Tanmoy, et al.
Published: (2024)
by: Dam, Tanmoy, et al.
Published: (2024)
3D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation
by: Zhang, Frank, et al.
Published: (2024)
by: Zhang, Frank, et al.
Published: (2024)
Offline Handwriting Signature Verification: A Transfer Learning and Feature Selection Approach
by: Ozyurt, Fatih, et al.
Published: (2024)
by: Ozyurt, Fatih, et al.
Published: (2024)
Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics
by: Xiang, Ao, et al.
Published: (2024)
by: Xiang, Ao, et al.
Published: (2024)
S-LAM3D: Segmentation-Guided Monocular 3D Object Detection via Feature Space Fusion
by: Sas, Diana-Alexandra, et al.
Published: (2025)
by: Sas, Diana-Alexandra, et al.
Published: (2025)
Nested-TNT: Hierarchical Vision Transformers with Multi-Scale Feature Processing
by: Liu, Yuang, et al.
Published: (2024)
by: Liu, Yuang, et al.
Published: (2024)
Telling Human and Machine Handwriting Apart
by: Leiva, Luis A., et al.
Published: (2026)
by: Leiva, Luis A., et al.
Published: (2026)
D2Fusion: Dual-domain Fusion with Feature Superposition for Deepfake Detection
by: Qiu, Xueqi, et al.
Published: (2025)
by: Qiu, Xueqi, et al.
Published: (2025)
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images
by: Cheng, Yik San, et al.
Published: (2024)
by: Cheng, Yik San, et al.
Published: (2024)
Capturing More: Learning Multi-Domain Representations for Robust Online Handwriting Verification
by: Zhang, Peirong, et al.
Published: (2025)
by: Zhang, Peirong, et al.
Published: (2025)
Vision-Language Model Based Handwriting Verification
by: Chauhan, Mihir, et al.
Published: (2024)
by: Chauhan, Mihir, et al.
Published: (2024)
An Innovative Framework for Breast Cancer Detection Using Pyramid Adaptive Atrous Convolution, Transformer Integration, and Multi-Scale Feature Fusion
by: Pour, Ehsan Sadeghi, et al.
Published: (2026)
by: Pour, Ehsan Sadeghi, et al.
Published: (2026)
Co-Fusion4D: Spatio-temporal Collaborative Fusion for Robust 3D Object Detection
by: Li, Wenxuan, et al.
Published: (2026)
by: Li, Wenxuan, et al.
Published: (2026)
Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification
by: Vu, Anh Mai, et al.
Published: (2025)
by: Vu, Anh Mai, et al.
Published: (2025)
Similar Items
-
Understanding Cross Task Generalization in Handwriting-Based Alzheimer's Screening via Vision Language Adaptation
by: Gong, Changqing, et al.
Published: (2025) -
Adversarial Masking Contrastive Learning for vein recognition
by: Qin, Huafeng, et al.
Published: (2024) -
Adversarial AutoMixup
by: Qin, Huafeng, et al.
Published: (2023) -
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition
by: Qin, Huafeng, et al.
Published: (2024) -
SUMix: Mixup with Semantic and Uncertain Information
by: Qin, Huafeng, et al.
Published: (2024)