Cargando…

Deep Learning-Based Modeling of the Dark Adaptation Curve for Robust Parameter Estimation

PURPOSE: This study investigates deep-learning (DL) sequence modeling techniques to reliably fit dark adaptation (DA) curves and estimate their key parameters in patients with age-related macular degeneration (AMD) to improve robustness and curve predictions. METHODS: A long-short-term memory autoen...

Descripción completa

Detalles Bibliográficos
Autores principales:	De Silva, Tharindu, Hess, Kristina, Grisso, Peyton, Thavikulwat, Alisa T., Wiley, Henry, Keenan, Tiarnan D. L., Chew, Emily Y., Jeffrey, Brett G., Cukras, Catherine A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2022
Materias:	Artificial Intelligence
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9631495/ https://www.ncbi.nlm.nih.gov/pubmed/36315120 http://dx.doi.org/10.1167/tvst.11.10.40

Ejemplares similares

Longitudinal characterization and treatment response of retinal arterial macroaneurysms in adult-onset coats disease
por: Dave, Amisha D., et al.
Publicado: (2022)

Repeatability of Scotopic Sensitivity and Dark Adaptation Using a Medmont Dark-Adapted Chromatic Perimeter in Age-related Macular Degeneration
por: Uddin, Durin, et al.
Publicado: (2020)

Improving Interpretability in Machine Diagnosis: Detection of Geographic Atrophy in OCT Scans
por: Shi, Xiaoshuang, et al.
Publicado: (2021)

Implementation of a Commitment Machine for an Adaptive and Robust Expected Shortfall Estimation
por: Bagnato, Marco, et al.
Publicado: (2021)

Adversarially Robust Learning via Entropic Regularization
por: Jagatap, Gauri, et al.
Publicado: (2022)

Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks
por: Zhao, Peiying, et al.
Publicado: (2022)

Improving Adversarial Robustness via Attention and Adversarial Logit Pairing
por: Li, Xingjian, et al.
Publicado: (2022)

A robust approach for endotracheal tube localization in chest radiographs
por: Hsu, Chung-Chian, et al.
Publicado: (2023)

Challenges of Developing Robust AI for Intrapartum Fetal Heart Rate Monitoring
por: O’Sullivan, M. E., et al.
Publicado: (2021)

Understanding Robustness and Generalization of Artificial Neural Networks Through Fourier Masks
por: Karantzas, Nikos, et al.
Publicado: (2022)

Qluster: An easy-to-implement generic workflow for robust clustering of health data
por: Esnault, Cyril, et al.
Publicado: (2023)

A robust maximum correntropy forecasting model for time series with outliers
por: Ren, Jing, et al.
Publicado: (2023)

ECAsT: a large dataset for conversational search and an evaluation of metric robustness
por: Al-Thani, Haya, et al.
Publicado: (2023)

Robustness of privacy-preserving collaborative recommenders against popularity bias problem
por: Gulsoy, Mert, et al.
Publicado: (2023)

Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing
por: Tripathi, Shailesh, et al.
Publicado: (2021)

Masking important information to assess the robustness of a multimodal classifier for emotion recognition
por: Cohen, Dror, et al.
Publicado: (2023)

Observer based robust H(∞) fuzzy tracking control: application to an activated sludge process
por: Khallouq, Abdelmounaim, et al.
Publicado: (2021)

Robust clothing-independent gait recognition using hybrid part-based gait features
por: Gao, Zhipeng, et al.
Publicado: (2022)

MAEPI and CIR: New Metrics for Robust Evaluation of the Prediction Performance of AI-Based IOL Formulas
por: Li, Tingyang, et al.
Publicado: (2023)

Enhancing the robustness of vision transformer defense against adversarial attacks based on squeeze-and-excitation module
por: Chang, YouKang, et al.
Publicado: (2023)

A non-linear optimization based robust attribute weighting model for the two-class classification problems
por: Alhudhaif, Adi
Publicado: (2023)

Improving the Robustness of Object Detection Through a Multi-Camera–Based Fusion Algorithm Using Fuzzy Logic
por: Khan, Md Nazmuzzaman, et al.
Publicado: (2021)

Leveraging artificial intelligence to optimize COVID-19 robust spread and vaccination roll-out strategies in Southern Africa
por: Mathaha, Thuso, et al.
Publicado: (2022)

Deep Learning-Based Automatic Detection of Ellipsoid Zone Loss in Spectral-Domain OCT for Hydroxychloroquine Retinal Toxicity Screening
por: De Silva, Tharindu, et al.
Publicado: (2021)

Kernel Conversion for Robust Quantitative Measurements of Archived Chest Computed Tomography Using Deep Learning-Based Image-to-Image Translation
por: Tanabe, Naoya, et al.
Publicado: (2022)

Multi-objective simulated annealing for hyper-parameter optimization in convolutional neural networks
por: Gülcü, Ayla, et al.
Publicado: (2021)

AI-Based Decision-Support System for Diagnosing Acanthamoeba Keratitis Using In Vivo Confocal Microscopy Images
por: Lincke, Alisa, et al.
Publicado: (2023)

The analysis of the structural parameter influences on measurement errors in a binocular 3D reconstruction system: a portable 3D system
por: Sha, Ou, et al.
Publicado: (2023)

Corrigendum: Insights Into Co-Morbidity and Other Risk Factors Related to COVID-19 Within Ontario, Canada
por: Snider, Brett, et al.
Publicado: (2021)

Insights Into Co-Morbidity and Other Risk Factors Related to COVID-19 Within Ontario, Canada
por: Snider, Brett, et al.
Publicado: (2021)

Opportunities for human factors in machine learning
por: Baweja, Jessica A., et al.
Publicado: (2023)

Corrigendum: Opportunities for human factors in machine learning
por: Baweja, Jessica A., et al.
Publicado: (2023)

Guiding principles and proposed classification system for the responsible adoption of artificial intelligence in scientific writing in medicine
por: Hryciw, Brett N., et al.
Publicado: (2023)

Investigations of Renal Function and Age-Related Macular Degeneration Phenotypes
por: Dave, Amisha D., et al.
Publicado: (2022)

Culture intelligent workflow, structure, and steps
por: Henry, James Andrew
Publicado: (2023)

Use of AI to assess COVID-19 variant impacts on hospitalization, ICU, and death
por: Hilal, Waleed, et al.
Publicado: (2022)

Self-supervised recurrent depth estimation with attention mechanisms
por: Makarov, Ilya, et al.
Publicado: (2022)

Transfer Across Different Machines by Transfer Function Estimation
por: Matania, Omri, et al.
Publicado: (2022)

Topology Applied to Machine Learning: From Global to Local
por: Adams, Henry, et al.
Publicado: (2021)

Incremental learning of LSTM framework for sensor fusion in attitude estimation
por: Narkhede, Parag, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_fv4iv0clp2s9hde8im9h5iflbk