Cargando…

Predicting OCT biological marker localization from weak annotations

Recent developments in deep learning have shown success in accurately predicting the location of biological markers in Optical Coherence Tomography (OCT) volumes of patients with Age-Related Macular Degeneration (AMD) and Diabetic Retinopathy (DR). We propose a method that automatically locates biol...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tejero, Javier Gamazo, Neila, Pablo Márquez, Kurmann, Thomas, Gallardo, Mathias, Zinkernagel, Martin, Wolf, Sebastian, Sznitman, Raphael
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640596/ https://www.ncbi.nlm.nih.gov/pubmed/37952011 http://dx.doi.org/10.1038/s41598-023-47019-6

Ejemplares similares

Assessment of patient specific information in the wild on fundus photography and optical coherence tomography
por: Munk, Marion R., et al.
Publicado: (2021)

Mask then classify: multi-instance segmentation for surgical instruments
por: Kurmann, Thomas, et al.
Publicado: (2021)

Expert-level Automated Biomarker Identification in Optical Coherence Tomography Scans
por: Kurmann, Thomas, et al.
Publicado: (2019)

Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery
por: Jungo, Alain, et al.
Publicado: (2023)

Automatically Enhanced OCT Scans of the Retina: A proof of concept study
por: Apostolopoulos, Stefanos, et al.
Publicado: (2020)

Learning how to robustly estimate camera pose in endoscopic videos
por: Hayoz, Michel, et al.
Publicado: (2023)

Automatic assessment of time-resolved OCT images for selective retina therapy
por: Zbinden, Sarah, et al.
Publicado: (2016)

OCT-angiography: A qualitative and quantitative comparison of 4 OCT-A devices
por: Munk, Marion R., et al.
Publicado: (2017)

Comparison of Drusen Volume Assessed by Two Different OCT Devices
por: Beck, Marco, et al.
Publicado: (2020)

Biomedical Data Annotation: An OCT Imaging Case Study
por: Anderson, Matthew, et al.
Publicado: (2023)

Müller matrix polarimetry for pancreatic tissue characterization
por: Sampaio, Paulo, et al.
Publicado: (2023)

Annotations: Wicked or Weak?—Cock Fighting.—Early Marriages
Publicado: (1888)

Genome annotation for clinical genomic diagnostics: strengths and weaknesses
por: Steward, Charles A., et al.
Publicado: (2017)

Learning with Weak Annotations for Robust Maritime Obstacle Detection
por: Žust, Lojze, et al.
Publicado: (2022)

Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data
por: Stanitsas, Panagiotis, et al.
Publicado: (2020)

Characterization of peripheral blood inflammatory indicators and OCT imaging biological markers in diabetic retinopathy with or without nephropathy
por: Xiaodong, Li, et al.
Publicado: (2023)

En-face OCT and OCT angiography analysis of macular choroidal macrovessel()
por: Moreira-Neto, Carlos A., et al.
Publicado: (2021)

Community annotation in biology
por: Mazumder, Raja, et al.
Publicado: (2010)

Real-Time Biological Annotation of Synthetic Compounds
por: Gerry, Christopher J., et al.
Publicado: (2016)

Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images
por: Liu, Xiaoming, et al.
Publicado: (2022)

Efficient end-to-end learning for cell segmentation with machine generated weak annotations
por: Shrestha, Prem, et al.
Publicado: (2023)

Biological importance of OCT transcription factors in reprogramming and development
por: Kim, Kee-Pyo, et al.
Publicado: (2021)

BABELOMICS: a systems biology perspective in the functional annotation of genome-scale experiments
por: Al-Shahrour, Fátima, et al.
Publicado: (2006)

Evaluation of multiple sclerosis severity using a new OCT tool
por: Viladés, Elisa, et al.
Publicado: (2023)

Prognostic significance of foveal capillary drop-out and previous panretinal photocoagulation for diabetic macular oedema treated with ranibizumab
por: Ebneter, Andreas, et al.
Publicado: (2016)

Comparison of Choroidal Thickness Measurements Using Spectral Domain Optical Coherence Tomography in Six Different Settings and With Customized Automated Segmentation Software
por: Giannakaki-Zimmermann, Helena, et al.
Publicado: (2019)

Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing
por: Cardoso, Jaime, et al.
Publicado: (2020)

Multi-Environment Model Estimation for Motility Analysis of Caenorhabditis elegans
por: Sznitman, Raphael, et al.
Publicado: (2010)

Comparative Study Between the SORS and Dynamic Strategy Visual Field Testing Methods on Glaucomatous and Healthy Subjects
por: Kucur, Şerife Seda, et al.
Publicado: (2020)

Sequentially optimized reconstruction strategy: A meta-strategy for perimetry testing
por: Kucur, Şerife Seda, et al.
Publicado: (2017)

Preterm infant retinal OCT markers of perinatal health and retinopathy of prematurity
por: Mangalesh, Shwetha, et al.
Publicado: (2023)

The weak hydrogen bond: in structural chemistry and biology
por: Desiraju, G R, et al.
Publicado: (2001)

Evolution of weak cooperative interactions for biological specificity
por: Gao, Ang, et al.
Publicado: (2018)

A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations
por: Wu, Hao, et al.
Publicado: (2023)

Local Variability of Macular Thickness Measurements With SD-OCT and Influencing Factors
por: Miraftabi, Arezoo, et al.
Publicado: (2016)

An analysis on the entity annotations in biological corpora
por: Neves, Mariana
Publicado: (2014)

Towards a Quantitative OCT Image Analysis
por: Garcia Garrido, Marina, et al.
Publicado: (2014)

Divergent Synthesis and Real-Time Biological Annotation of Optically Active Tetrahydrocyclopenta[c]pyranone Derivatives
por: Nelson, Shawn D., et al.
Publicado: (2016)

Untangling the Pea Root Rot Complex Reveals Microbial Markers for Plant Health
por: Wille, Lukas, et al.
Publicado: (2021)

OCT and OCT-A biomarkers in multiple sclerosis - review
por: Bostan, Mihai, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_our1o7bvmgah03ibkjp1vpcapd