Cargando…

Prediction of White Matter Hyperintensity in Brain MRI Using Fundus Photographs via Deep Learning

Purpose: We investigated whether a deep learning algorithm applied to retinal fundoscopic images could predict cerebral white matter hyperintensity (WMH), as represented by a modified Fazekas scale (FS), on brain magnetic resonance imaging (MRI). Methods: Participants who had undergone brain MRI and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cho, Bum-Joo, Lee, Minwoo, Han, Jiyong, Kwon, Soonil, Oh, Mi Sun, Yu, Kyung-Ho, Lee, Byung-Chul, Kim, Ju Han, Kim, Chulho
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9224833/ https://www.ncbi.nlm.nih.gov/pubmed/35743380 http://dx.doi.org/10.3390/jcm11123309

Ejemplares similares

Semisupervised white matter hyperintensities segmentation on MRI
por: Huang, Fan, et al.
Publicado: (2022)

Hemispheric Asymmetry of White Matter Hyperintensity in Association With Lacunar Infarction
por: Ryu, Wi‐Sun, et al.
Publicado: (2018)

DEWS (DEep White matter hyperintensity Segmentation framework): A fully automated pipeline for detecting small deep white matter hyperintensities in migraineurs
por: Park, Bo-yong, et al.
Publicado: (2018)

The orbitofrontal cortex functionally links obesity and white matter hyperintensities
por: Park, Bo-yong, et al.
Publicado: (2020)

Is antiplatelet treatment effective at attenuating the progression of white matter hyperintensities?
por: Yoon, Cindy W., et al.
Publicado: (2017)

Characterization of White Matter Hyperintensities in Large-Scale MRI-Studies
por: Frey, Benedikt M., et al.
Publicado: (2019)

Translation of paired fundus photographs to fluorescein angiographs with energy-based cycle-consistent adversarial networks
por: Kang, Tae Seen, et al.
Publicado: (2023)

A Positive Association between the Atherogenic Index of Plasma and White Matter Hyperintensity
por: Kwon, Hyun-Suk, et al.
Publicado: (2022)

Semi-Supervised Learning in Medical MRI Segmentation: Brain Tissue with White Matter Hyperintensity Segmentation Using FLAIR MRI
por: Rieu, ZunHyan, et al.
Publicado: (2021)

Systemic immune-inflammation index is associated with white matter hyperintensity volume
por: Nam, Ki-Woong, et al.
Publicado: (2022)

Kidney Dysfunction Impact on White Matter Hyperintensity Volume in Neurologically Healthy Adults
por: Kim, Sang Hyuck, et al.
Publicado: (2019)

MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes
por: Bretzner, Martin, et al.
Publicado: (2021)

Association of Low Blood Pressure with White Matter Hyperintensities in Elderly Individuals with Controlled Hypertension
por: Kim, Jun Sung, et al.
Publicado: (2020)

Impact of white matter hyperintensities on the prognosis of cryptogenic stroke patients
por: Jeong, Seong Ho, et al.
Publicado: (2018)

White matter hyperintensities and neurodegenerative dementias
por: Sassi, Celeste
Publicado: (2019)

Epigenetic and integrative cross-omics analyses of cerebral white matter hyperintensities on MRI
por: Yang, Yunju, et al.
Publicado: (2022)

White matter hyperintensities and risk of levodopa‐induced dyskinesia in Parkinson’s disease
por: Chung, Seok Jong, et al.
Publicado: (2020)

White Matter Hyperintensities and Cognitive Dysfunction in Patients With Infratentorial Stroke
por: Kim, Tae Won, et al.
Publicado: (2014)

PS172. Cognitive function and white matter hyperintensity in elderly patients with depression
por: Lee, Miji, et al.
Publicado: (2016)

Construction and validation of a cerebral white matter hyperintensity probability map of older Koreans
por: Kim, Jun Sung, et al.
Publicado: (2021)

Association of estimated white matter hyperintensity age with cognition in elderly with controlled hypertension
por: Sung Kim, Jun, et al.
Publicado: (2023)

Orthostatic and Supine Blood Pressures Are Associated with White Matter Hyperintensities in Parkinson Disease
por: Oh, Yoon-Sang, et al.
Publicado: (2013)

Validation of Automated White Matter Hyperintensity Segmentation
por: Smart, Sean D., et al.
Publicado: (2011)

White-matter hyperintensities in first-episode psychosis
por: Zanetti, Marcus V., et al.
Publicado: (2008)

Bullseye's representation of cerebral white matter hyperintensities
por: Sudre, C.H., et al.
Publicado: (2018)

Different Types of White Matter Hyperintensities in CADASIL
por: Duchesnay, Edouard, et al.
Publicado: (2018)

Prevalence of white matter hyperintensities increases with age
por: Zhuang, Feng-Juan, et al.
Publicado: (2018)

White matter hyperintensity in different migraine subtypes
por: Dobrynina, L. A., et al.
Publicado: (2021)

The Characteristics of White Matter Hyperintensities in Patients With Migraine
por: Chong, Catherine D., et al.
Publicado: (2022)

Venous Collagenosis as Pathogenesis of White Matter Hyperintensity
por: Lahna, David, et al.
Publicado: (2022)

Chronic orofacial pain and white matter hyperintensities
por: Calabria, Elena, et al.
Publicado: (2023)

The Effects of Longitudinal White Matter Hyperintensity Change on Cognitive Decline and Cortical Thinning over Three Years
por: Kim, Seung Joo, et al.
Publicado: (2020)

Migraine with aura and risk of silent brain infarcts and white matter hyperintensities: an MRI study
por: Gaist, David, et al.
Publicado: (2016)

The association between lacunes and white matter hyperintensity features on MRI: The SMART-MR study
por: Ghaznawi, Rashid, et al.
Publicado: (2018)

Research Progress on MRI for White Matter Hyperintensity of Presumed Vascular Origin and Cognitive Impairment
por: Meng, Fanhua, et al.
Publicado: (2022)

White matter hyperintensities and normal-appearing white matter integrity in the aging brain
por: Maniega, Susana Muñoz, et al.
Publicado: (2015)

Oxygenation differs among white matter hyperintensities, intersected fiber tracts and unaffected white matter
por: Dalby, Rikke B, et al.
Publicado: (2019)

Echocardiographic index E/e’ in association with cerebral white matter hyperintensity progression
por: Lee, Woo-Jin, et al.
Publicado: (2020)

Periodicity of cerebral flow velocity during sleep and its association with white-matter hyperintensity volume
por: Lee, Woo-Jin, et al.
Publicado: (2019)

Association between serum free hemoglobin level and cerebral white matter hyperintensity volume in older adults
por: Oh, Dae Jong, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_mebiq3tmf4e3a2mogmglh5c2k6