Cargando…

Multi-Model Domain Adaptation for Diabetic Retinopathy Classification

Diabetic retinopathy (DR) is one of the most threatening complications in diabetic patients, leading to permanent blindness without timely treatment. However, DR screening is not only a time-consuming task that requires experienced ophthalmologists but also easy to produce misdiagnosis. In recent ye...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Guanghua, Sun, Bin, Zhang, Zhaoxia, Pan, Jing, Yang, Weihua, Liu, Yunfang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Physiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284280/ https://www.ncbi.nlm.nih.gov/pubmed/35845987 http://dx.doi.org/10.3389/fphys.2022.918929

Ejemplares similares

Hypermixed Convolutional Neural Network for Retinal Vein Occlusion Classification
por: Zhang, Guanghua, et al.
Publicado: (2022)

Diabetic Retinopathy Grading by Deep Graph Correlation Network on Retinal Images Without Manual Annotations
por: Zhang, Guanghua, et al.
Publicado: (2022)

Multi-Head Self-Attention Model for Classification of Temporal Lobe Epilepsy Subtypes
por: Gu, Peipei, et al.
Publicado: (2020)

Hybrid Model Structure for Diabetic Retinopathy Classification
por: Liu, Hao, et al.
Publicado: (2020)

Analyses of the Dmrt family in a decapod crab, Eriocheir sinensis uncover new facets on the evolution of DM domain genes
por: Zhang, Peng, et al.
Publicado: (2023)

DynamicSleepNet: a multi-exit neural network with adaptive inference time for sleep stage classification
por: Wenjian, Wang, et al.
Publicado: (2023)

A 3D reconstruction based on an unsupervised domain adaptive for binocular endoscopy
por: Zhang, Guo, et al.
Publicado: (2022)

Multi-classification method of arrhythmia based on multi-scale residual neural network and multi-channel data fusion
por: Zhang, Fuchun, et al.
Publicado: (2023)

Sweet Stress: Coping With Vascular Dysfunction in Diabetic Retinopathy
por: Santiago, Ana R., et al.
Publicado: (2018)

Novel Therapeutics for Diabetic Retinopathy and Diabetic Macular Edema: A Pathophysiologic Perspective
por: Bunch, Katharine L., et al.
Publicado: (2022)

Inter-patient ECG heartbeat classification for arrhythmia classification: a new approach of multi-layer perceptron with weight capsule and sequence-to-sequence combination
por: Zhou, Chenchen, et al.
Publicado: (2023)

Depot-specific adaption of adipose tissue for different exercise approaches in high-fat diet/streptozocin-induced diabetic mice
por: Guo, Yifan, et al.
Publicado: (2023)

Molecular Markers of Diabetic Retinopathy: Potential Screening Tool of the Future?
por: Pusparajah, Priyia, et al.
Publicado: (2016)

Toward a Multi-Scale Computational Model of Arterial Adaptation in Hypertension: Verification of a Multi-Cell Agent Based Model
por: Thorne, Bryan C., et al.
Publicado: (2011)

Tang Wang Ming Mu Granule Attenuates Diabetic Retinopathy in Type 2 Diabetes Rats
por: Chen, Mingxia, et al.
Publicado: (2017)

Fast Characterization of Inducible Regions of Atrial Fibrillation Models With Multi-Fidelity Gaussian Process Classification
por: Gander, Lia, et al.
Publicado: (2022)

Interleukin-6 Trans-signaling: A Pathway With Therapeutic Potential for Diabetic Retinopathy
por: Sharma, Shruti
Publicado: (2021)

A deep learning based framework for the classification of multi- class capsule gastroscope image in gastroenterologic diagnosis
por: Xiao, Ping, et al.
Publicado: (2022)

Augmentation-Consistent Clustering Network for Diabetic Retinopathy Grading with Fewer Annotations
por: Zhang, Guanghua, et al.
Publicado: (2022)

Multi-Domain Variational Autoencoders for Combined Modeling of MRI-Based Biventricular Anatomy and ECG-Based Cardiac Electrophysiology
por: Beetz, Marcel, et al.
Publicado: (2022)

Vitreous Inflammatory Cytokines and Chemokines, Not Altered After Preoperative Adjunctive Conbercept Injection, but Associated With Early Postoperative Macular Edema in Patients With Proliferative Diabetic Retinopathy
por: Sun, Hongyan, et al.
Publicado: (2022)

FunSwin: A deep learning method to analysis diabetic retinopathy grade and macular edema risk based on fundus images
por: Yao, Zhaomin, et al.
Publicado: (2022)

Animal Models of Temporomandibular Joint Osteoarthritis: Classification and Selection
por: Zhao, Yuqing, et al.
Publicado: (2022)

Estimation of Diabetic Retinal Microaneurysm Perfusion Parameters Based on Computational Fluid Dynamics Modeling of Adaptive Optics Scanning Laser Ophthalmoscopy
por: Bernabeu, Miguel O., et al.
Publicado: (2018)

Time Domains of Hypoxia Adaptation—Elephant Seals Stand Out Among Divers
por: Tift, Michael S., et al.
Publicado: (2019)

A Cross-Domain Weakly Supervised Diabetic Retinopathy Lesion Identification Method Based on Multiple Instance Learning and Domain Adaptation
por: Li, Renyu, et al.
Publicado: (2023)

Deep learning classification of systemic sclerosis from multi-site photoplethysmography signals
por: Iqbal, Sadaf, et al.
Publicado: (2023)

Comparison of Retinal Changes Following Silicone Oil and Perfluoropropane Gas Tamponade for Proliferative Diabetic Retinopathy Patients
por: Wang, Tan, et al.
Publicado: (2022)

A Perspective on Reversibility of Tendinosis-Induced Multi-Level Adaptations
por: Kulig, Kornelia, et al.
Publicado: (2020)

Remodeling of Retinal Architecture in Diabetic Retinopathy: Disruption of Ocular Physiology and Visual Functions by Inflammatory Gene Products and Pyroptosis
por: Homme, Rubens P., et al.
Publicado: (2018)

A novel multistage ensemble approach for prediction and classification of diabetes
por: Simaiya, Sarita, et al.
Publicado: (2022)

A Novel Model Based on Spatial and Morphological Domains to Predict the Origin of Premature Ventricular Contraction
por: He, Kaiyue, et al.
Publicado: (2021)

Target Control in Logical Models Using the Domain of Influence of Nodes
por: Yang, Gang, et al.
Publicado: (2018)

Diabetic retinopathy: New proposed classification
por: Rao, Prasan M
Publicado: (2008)

Classification of diabetic retinopathy: Past, present and future
por: Yang, Zhengwei, et al.
Publicado: (2022)

Diabetes and Heart Failure: Multi-Omics Approaches
por: Tayanloo-Beik, Akram, et al.
Publicado: (2021)

Acceptability of Artificial Intelligence in Poultry Processing and Classification Efficiencies of Different Classification Models in the Categorisation of Breast Fillet Myopathies
por: Siddique, Aftab, et al.
Publicado: (2021)

Inhibition of Stat3 by a Small Molecule Inhibitor Slows Vision Loss in a Rat Model of Diabetic Retinopathy
por: Vanlandingham, Phillip A., et al.
Publicado: (2017)

Deep Learning-Based Structure-Activity Relationship Modeling for Multi-Category Toxicity Classification: A Case Study of 10K Tox21 Chemicals With High-Throughput Cell-Based Androgen Receptor Bioassay Data
por: Idakwo, Gabriel, et al.
Publicado: (2019)

CCT: Lightweight compact convolutional transformer for lung disease CT image classification
por: Sun, Weiwei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_lvidlnojrd24hq6rc6ugolsdr2