Cover Image

When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moradizeyveh, Sahar, Tabassum, Mehnaz, Liu, Sidong, Newport, Robert Ahadizad, Beheshti, Amin, Di Ieva, Antonio
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Diagnostic performance of deep learning for predicting glioma isocitrate dehydrogenase and 1p/19q co-deletion in MRI: a systematic review and meta-analysis
by: Farahani, Somayeh, et al.
Published: (2024)

Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma
by: Farahani, Somayeh, et al.
Published: (2025)

Versatile Volumetric Medical Image Coding for Human-Machine Vision
by: Chen, Jietao, et al.
Published: (2024)

A Systematic Review of Generalization Research in Medical Image Classification
by: Matta, Sarah, et al.
Published: (2024)

When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation
by: Wang, Ziyang, et al.
Published: (2022)

USEANet: Ultrasound-Specific Edge-Aware Multi-Branch Network for Lightweight Medical Image Segmentation
by: Gao, Jingyi, et al.
Published: (2025)

Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy
by: Xu, Di
Published: (2025)

Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer
by: Salmanpour, Mohammad R., et al.
Published: (2024)

Physics-Embedded Feature Learning for AI in Medical Imaging
by: Das, Pulock, et al.
Published: (2026)

Machine Learning Interventions for Weed Detection using Multispectral Imagery and Unmanned Aerial Vehicles -- A Systematic Review
by: Goel, Drishti, et al.
Published: (2024)

Active Learning on Medical Image
by: Biswas, Angona, et al.
Published: (2023)

Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications
by: Ezzelarab, Maha, et al.
Published: (2025)

Q&C: When Quantization Meets Cache in Efficient Image Generation
by: Ding, Xin, et al.
Published: (2025)

Structure-Preserving Medical Image Generation from a Latent Graph Representation
by: Arias, Kevin, et al.
Published: (2025)

When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation
by: Fang, Zhuoyi, et al.
Published: (2024)

Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller
by: Giordano, Marco, et al.
Published: (2025)

IMIL: Interactive Medical Image Learning Framework
by: Rao, Adrit, et al.
Published: (2024)

Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction
by: Liang, Shijun, et al.
Published: (2024)

Mind Your Vision: Multimodal Estimation of Refractive Disorders Using Electrooculography and Eye Tracking
by: Wei, Xin, et al.
Published: (2025)

Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization
by: Shabani, Siyavash, et al.
Published: (2024)

Markerless Tracking-Based Registration for Medical Image Motion Correction
by: Neubig, Luisa, et al.
Published: (2025)

DeepEyeNet: Generating Medical Report for Retinal Images
by: Huang, Jia-Hong
Published: (2025)

Machine Learning in Micromobility: A Systematic Review of Datasets, Techniques, and Applications
by: Yan, Sen, et al.
Published: (2025)

Recurrent Inference Machine for Medical Image Registration
by: Zhang, Yi, et al.
Published: (2024)

Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics
by: Dohmen, Melanie, et al.
Published: (2024)

Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
by: Nahass, George R., et al.
Published: (2025)

A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation
by: Jiangtao, Wang, et al.
Published: (2025)

Color Correction Meets Cross-Spectral Refinement: A Distribution-Aware Diffusion for Underwater Image Restoration
by: Chang, Laibin, et al.
Published: (2025)

MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation
by: Lin, Shijie, et al.
Published: (2025)

3D Skin Segmentation Methods in Medical Imaging: A Comparison
by: Paccini, Martina, et al.
Published: (2025)

MedMambaLite: Hardware-Aware Mamba for Medical Image Classification
by: Aalishah, Romina, et al.
Published: (2025)

Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation
by: Wang, Chuhan, et al.
Published: (2025)

FlatTrack: Eye-tracking with ultra-thin lensless cameras
by: Jain, Purvam, et al.
Published: (2025)

Portable Medical Imaging in Modern Healthcare: Fundamentals, AI-Based Taxonomy, Image Quality, and Open Challenges
by: Habchi, Yassine, et al.
Published: (2026)

Radiomics in Medical Imaging: Methods, Applications, and Challenges
by: Neha, Fnu, et al.
Published: (2026)

Treatment And Follow-Up Guidelines For Multiple Brain Metastases: A Systematic Review
by: Santos, Ana Sofia, et al.
Published: (2023)

Machine Learning Applications in Spine Biomechanics
by: Ghezelbash, Farshid, et al.
Published: (2024)

CATFA-Net: A Trans-Convolutional Approach for Accurate Medical Image Segmentation
by: Mallick, Siddhartha, et al.
Published: (2026)

A Survey on Medical Image Compression: From Traditional to Learning-Based Approaches
by: Tong, Guofeng, et al.
Published: (2025)

Iterative Collaboration Network Guided By Reconstruction Prior for Medical Image Super-Resolution
by: Kui, Xiaoyan, et al.
Published: (2025)