Copertina

Representation learning from OCT images

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Tabia, Hedi, Sidibé, Désiré, Khlifa, Nawres, Tabia, Ahmed, Rahmany, Ines, Aboudi, Noura, Haddad, Zainab, Khachnaoui, Hajer, Zgolli, Hsouna
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Text-driven Motion Generation: Overview, Challenges and Directions
di: Sahili, Ali Rida, et al.
Pubblicazione: (2025)

HiPP-Prune: Hierarchical Preference-Conditioned Structured Pruning for Vision-Language Models
di: Bai, Lincen, et al.
Pubblicazione: (2026)

Accurate online action and gesture recognition system using detectors and Deep SPD Siamese Networks
di: Akremi, Mohamed Sanim, et al.
Pubblicazione: (2025)

Optimized Custom CNN for Real-Time Tomato Leaf Disease Detection
di: Oni, Mangsura Kabir, et al.
Pubblicazione: (2025)

ViiNeuS: Volumetric Initialization for Implicit Neural Surface reconstruction of urban scenes with limited image overlap
di: Djeghim, Hala, et al.
Pubblicazione: (2024)

Adaptive Pruning with Module Robustness Sensitivity: Balancing Compression and Robustness
di: Bai, Lincen, et al.
Pubblicazione: (2024)

Revisiting Min-Max Optimization Problem in Adversarial Training
di: Ahmadi, Sina Hajer, et al.
Pubblicazione: (2024)

DH-PTAM: A Deep Hybrid Stereo Events-Frames Parallel Tracking And Mapping System
di: Soliman, Abanob, et al.
Pubblicazione: (2023)

HieroGlyphTranslator: Automatic Recognition and Translation of Egyptian Hieroglyphs to English
di: Nasser, Ahmed, et al.
Pubblicazione: (2025)

Investigating Permutation-Invariant Discrete Representation Learning for Spatially Aligned Images
di: Stirling, Jamie S. J., et al.
Pubblicazione: (2026)

SAIL: Self-supervised Albedo Estimation from Real Images with a Latent Diffusion Model
di: Djeghim, Hala, et al.
Pubblicazione: (2025)

Predicting risk of cardiovascular disease using retinal OCT imaging
di: Maldonado-Garcia, Cynthia, et al.
Pubblicazione: (2024)

KD-OCT: Efficient Knowledge Distillation for Clinical-Grade Retinal OCT Classification
di: Nourbakhsh, Erfan, et al.
Pubblicazione: (2025)

Gradient based Severity Labeling for Biomarker Classification in OCT
di: Kokilepersaud, Kiran, et al.
Pubblicazione: (2026)

Choroidal image analysis for OCT image sequences with applications in systemic health
di: Burke, Jamie
Pubblicazione: (2025)

Text-Driven Weakly Supervised OCT Lesion Segmentation with Structural Guidance
di: Yang, Jiaqi, et al.
Pubblicazione: (2024)

Early Alzheimer's Disease Detection from Retinal OCT Images: A UK Biobank Study
di: Turkan, Yasemin, et al.
Pubblicazione: (2025)

HKT: A Biologically Inspired Framework for Modular Hereditary Knowledge Transfer in Neural Networks
di: Tchenko, Yanick Chistian, et al.
Pubblicazione: (2025)

OCT Data is All You Need: How Vision Transformers with and without Pre-training Benefit Imaging
di: Han, Zihao, et al.
Pubblicazione: (2025)

Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT
di: Chakravarty, Arunava, et al.
Pubblicazione: (2024)

Learning Temporally Equivariance for Degenerative Disease Progression in OCT by Predicting Future Representations
di: Emre, Taha, et al.
Pubblicazione: (2024)

J-NeuS: Joint field optimization for Neural Surface reconstruction in urban scenes with limited image overlap
di: Wang, Fusang, et al.
Pubblicazione: (2025)

Video Prediction of Dynamic Physical Simulations With Pixel-Space Spatiotemporal Transformers
di: Slack, Dean L, et al.
Pubblicazione: (2025)

Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics
di: Yucer, Seyma, et al.
Pubblicazione: (2024)

MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis
di: Morano, José, et al.
Pubblicazione: (2025)

Don't Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis
di: Kahrs, Bennet, et al.
Pubblicazione: (2026)

Controllable Image Generation with Composed Parallel Token Prediction
di: Stirling, Jamie, et al.
Pubblicazione: (2024)

Novel OCT mosaicking pipeline with Feature- and Pixel-based registration
di: Wang, Jiacheng, et al.
Pubblicazione: (2023)

Comparison of fine-tuning strategies for transfer learning in medical image classification
di: Davila, Ana, et al.
Pubblicazione: (2024)

Interpretable deformable image registration: A geometric deep learning perspective
di: Sideri-Lampretsa, Vasiliki, et al.
Pubblicazione: (2024)

Hierarchy-Guided Multimodal Representation Learning for Taxonomic Inference
di: Ahmed, Sk Miraj, et al.
Pubblicazione: (2026)

Neurovascular Segmentation in sOCT with Deep Learning and Synthetic Training Data
di: Chollet, Etienne, et al.
Pubblicazione: (2024)

Defect Segmentation in OCT scans of ceramic parts for non-destructive inspection using deep learning
di: Laveda-Martínez, Andrés, et al.
Pubblicazione: (2025)

Systematic comparison of semi-supervised and self-supervised learning for medical image classification
di: Huang, Zhe, et al.
Pubblicazione: (2023)

BenthicNet: A global compilation of seafloor images for deep learning applications
di: Lowe, Scott C., et al.
Pubblicazione: (2024)

WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images
di: Viqar, Maryam, et al.
Pubblicazione: (2024)

A training regime to learn unified representations from complementary breast imaging modalities
di: Sharma, Umang, et al.
Pubblicazione: (2024)

Self-supervised learning unveils change in urban housing from street-level images
di: Stalder, Steven, et al.
Pubblicazione: (2023)

Bridging visual saliency and large language models for explainable deep learning in medical imaging
di: Nguezet, Paul Valery, et al.
Pubblicazione: (2026)

Quantum machine learning for image classification
di: Senokosov, Arsenii, et al.
Pubblicazione: (2023)