Deep learning-based relapse prediction of neuromyelitis optica spectrum disorder with anti-aquaporin-4 antibody

Deep learning-based relapse prediction of neuromyelitis optica spectrum disorder with anti-aquaporin-4 antibody

ObjectiveWe previously identified the independent predictors of recurrent relapse in neuromyelitis optica spectrum disorder (NMOSD) with anti-aquaporin-4 antibody (AQP4-ab) and designed a nomogram to estimate the 1- and 2-year relapse-free probability, using the Cox proportional hazard (Cox-PH) mode...

Full description

Bibliographic Details
Main Authors:	Liang Wang, Lei Du, Qinying Li, Fang Li, Bei Wang, Yuanqi Zhao, Qiang Meng, Wenyu Li, Juyuan Pan, Junhui Xia, Shitao Wu, Jie Yang, Heng Li, Jianhua Ma, Jingzi ZhangBao, Wenjuan Huang, Xuechun Chang, Hongmei Tan, Jian Yu, Lei Zhou, Chuanzhen Lu, Min Wang, Qiang Dong, Jiahong Lu, Chongbo Zhao, Chao Quan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-08-01
Series:	Frontiers in Neurology
Subjects:	neuromyelitis optica spectrum disorder anti-aquaporin-4 antibody machine learning deep learning relapse prediction
Online Access:	https://www.frontiersin.org/articles/10.3389/fneur.2022.947974/full

Similar Items

The Alteration of Circulating Lymphocyte Subsets During Tacrolimus Therapy in Neuromyelitis Optica Spectrum Disorder and Its Correlation With Clinical Outcomes
by: Liang Wang, et al.
Published: (2022-01-01)

Neuromyelitis Optica Spectrum Disorder With Anti-Aquaporin-4 Antibody: Outcome Prediction Models
by: Liang Wang, et al.
Published: (2022-03-01)

Serum Neurofilament Light and GFAP Are Associated With Disease Severity in Inflammatory Disorders With Aquaporin-4 or Myelin Oligodendrocyte Glycoprotein Antibodies
by: Xuechun Chang, et al.
Published: (2021-03-01)

Real-world experience of teriflunomide in relapsing multiple sclerosis: paramagnetic rim lesions may play a role
by: Hongmei Tan, et al.
Published: (2024-03-01)

COVID-19 Vaccination Attitudes With Neuromyelitis Optica Spectrum Disorders: Vaccine Hesitancy and Coping Style
by: Yafang Xu, et al.
Published: (2021-08-01)

Neuroprotective effect of neuroserpin in oxygen-glucose deprivation- and reoxygenation-treated rat astrocytes in vitro.
by: Liang Wang, et al.
Published: (2015-01-01)

An analysis of typical and atypical MRI findings of brain lesions in multiple sclerosis: a 82 cases report
by: Shuguang CHU, et al.
Published: (2011-06-01)

The effect of integrated health care in patients with hypertension and diabetes: a systematic review and meta-analysis
by: Yan Zhao, et al.
Published: (2022-05-01)

Telemedicine application in patients with chronic disease: a systematic review and meta-analysis
by: Yue Ma, et al.
Published: (2022-04-01)

Clinical profile of autoimmune nodopathy with anti‐neurofascin 186 antibody
by: Bingyou Liu, et al.
Published: (2023-06-01)

Adaptive Cutting Control for Roadheaders Based on Performance Optimization
by: Qingyun Liu, et al.
Published: (2021-02-01)

Role of alpha-synuclein protein levels in mitochondrial morphology and cell survival in cell lines.
by: Min Zhu, et al.
Published: (2012-01-01)

Soft Optical Waveguides for Biomedical Applications, Wearable Devices, and Soft Robotics: A Review
by: Xuechun Wang, et al.
Published: (2024-01-01)

The clinical and pathological relevance of waxy casts in urine sediment
by: Damin Xu, et al.
Published: (2022-12-01)

An Indoor and Outdoor Multi-Source Elastic Fusion Navigation and Positioning Algorithm Based on Particle Filters
by: Guangwei Fan, et al.
Published: (2022-05-01)

Bandwidth-Enhanced Cavity-Backed Magneto-Electric Dipole Antenna
by: Lei Chang, et al.
Published: (2018-01-01)

Part-of-Speech Tagging with Rule-Based Data Preprocessing and Transformer
by: Hongwei Li, et al.
Published: (2021-12-01)

FMFN: Fine-Grained Multimodal Fusion Networks for Fake News Detection
by: Jingzi Wang, et al.
Published: (2022-01-01)

Forward and reverse typing discrepancy and crossmatch incompatibility of ABO blood groups: cause analysis and treatment
by: Hongmei Qiu, et al.
Published: (2023-12-01)

Potential functions of histone H3.3 lysine 56 acetylation in mammals
by: Lei Fang, et al.
Published: (2022-05-01)

Increased Frequency of Myeloid-Derived Suppressor Cells in Myasthenia Gravis After Immunotherapy
by: Yan Wang, et al.
Published: (2022-06-01)

CircSMYD4 regulates proliferation, migration and apoptosis of hepatocellular carcinoma cells by sponging miR-584-5p
by: Yanhe Zhang, et al.
Published: (2020-11-01)

Relationships between HDL-C, hs-CRP, with central arterial stiffness in apparently healthy people undergoing a general health examination.
by: Xi Wang, et al.
Published: (2013-01-01)

Dental arch spatial changes after premature loss of first primary molars: a systematic review and meta-analysis of split-mouth studies
by: Jingzi Zhao, et al.
Published: (2023-06-01)

SY-1530, a highly selective BTK inhibitor, effectively treats B-cell malignancies by blocking B-cell activation
by: Liao Wang, et al.
Published: (2022-07-01)

Transcriptome analysis of the sea cucumber (Apostichopus japonicus) with variation in individual growth.
by: Lei Gao, et al.
Published: (2017-01-01)

Multi-scale research of time and space differences about ecological footprint and ecological carrying capacity of the water resources
by: Jiahong Li, et al.
Published: (2018-01-01)

Identification of gene mutations in patients with primary periodic paralysis using targeted next-generation sequencing
by: Sushan Luo, et al.
Published: (2019-05-01)

Tacrolimus in the treatment of myasthenia gravis in patients with an inadequate response to glucocorticoid therapy: randomized, double-blind, placebo-controlled study conducted in China
by: Lei Zhou, et al.
Published: (2017-09-01)

Author Correction: The RalGAPα1–RalA signal module protects cardiac function through regulating calcium homeostasis
by: Sangsang Zhu, et al.
Published: (2022-10-01)

The RalGAPα1–RalA signal module protects cardiac function through regulating calcium homeostasis
by: Sangsang Zhu, et al.
Published: (2022-07-01)

Increased serum IL-2, IL-4, IL-5 and IL-12p70 levels in AChR subtype generalized myasthenia gravis
by: Xiao Huan, et al.
Published: (2022-05-01)

P53 protein and the diseases in central nervous system
by: Li Lei, et al.
Published: (2023-01-01)

Effect of methylprednisolone therapy on hospital stay and viral clearance in patients with moderate COVID-19
by: Xiaoyan Li, et al.
Published: (2022-12-01)

Confidence Modulates the Conformity Behavior of the Investors and Neural Responses of Social Influence in Crowdfunding
by: Jiehui Zheng, et al.
Published: (2021-11-01)

Investigation of an outbreak of cutaneous anthrax in Banlu village, Lianyungang, China, 2012
by: Qi Fang, et al.
Published: (2012-11-01)

Effects of clearcutting on species composition and community renewal of Rhododendron shrubs in northwest Guizhou Province, China
by: Yaoyao Zhang, et al.
Published: (2023-08-01)

Impact of immunosenescence and inflammaging on the effects of immune checkpoint inhibitors
by: Chuandong Hou, et al.
Published: (2024-01-01)

Systematic biomedical research of the NASA Twins Study facilitates the hazard risk assessment of long-term spaceflight missions
by: Zhongquan Dai, et al.
Published: (2019-05-01)

High-risk screening of late-onset Pompe disease: A different early portrait in China
by: Kexin Jiao, et al.
Published: (2022-09-01)