Results 131 to 140 of about 523,313 (224)

PIP: Pictorial Interpretable Prototype Learning for Time Series Classification. [PDF]

IEEE Comput Intell Mag, 2022
Ghods A, Cook DJ.
europepmc   +1 more source

Epilepsy‐Associated Variants of a Single SCN1A Codon Exhibit Divergent Functional Properties

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Pathogenic variants in SCN1A, which encodes the voltage‐gated sodium channel NaV1.1, are associated with multiple epilepsy syndromes exhibiting a range of clinical severity. SCN1A variants are reported in different syndromes, including Dravet syndrome, which is associated with loss‐of‐function, whereas neonatal/infantile‐onset ...
Lanie N. Liebovitz, Christopher H. Thompson, Linda C. Laux, Alfred L. George Jr.   +3 more
wiley   +1 more source

Decoupled Early Time Series Classification Using Varied-Length Feature Augmentation and Gradient Projection Technique. [PDF]

Entropy (Basel), 2022
Chen H, Zhang Y, Tian A, Hou Y, Ma C, Zhou S.   +5 more
europepmc   +1 more source

A Systematic Review and Meta‐Analysis of the Recurrence of Autoimmune Encephalitis

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Autoimmune encephalitis (AE) is a disease with a potential for recurrence, and patients receive immunotherapy to prevent it. However, there is no consensus on the duration of immunotherapy. This study aimed to determine the recurrence rate and identify the risk factors for AE to provide guidance on the duration of immunotherapy ...
Shangkai Bai, Sen Zhang, Haipei Zhang, Yating Zhang, Junhong Guo, Xiaoyan Yang   +5 more
wiley   +1 more source

A Comprehensive Explanation Framework for Biomedical Time Series Classification. [PDF]

IEEE J Biomed Health Inform, 2021
Ivaturi P, Gadaleta M, Pandey AC, Pazzani M, Steinhubl SR, Quer G.   +5 more
europepmc   +1 more source

CSF Monoamine Metabolites and Cognitive Trajectory in Early Parkinson's Disease

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Background Imaging and postmortem studies indicate that abnormalities in monoaminergic neurotransmission contribute to cognitive impairment in Parkinson's disease (PD). However, it remains uncertain if cerebrospinal fluid (CSF) monoamine metabolites can serve as biomarkers of cognitive decline in early PD.
Jing‐Yu Shao, Rong Li, Yu‐Xiang Jiao, Kai Ma, Hong‐Qi Yang, Zheng‐Yu Sun, Jie‐Wen Zhang, Shuai Chen   +7 more
wiley   +1 more source

EffiShapeFormer: Shapelet-Based Sensor Time Series Classification with Dual Filtering and Convolutional-Inverted Attention. [PDF]

Sensors (Basel)
Bao J, Wang S, Tang X, Zhang S, Wang H, Wang L, Zhang Q, Wu N, Yang X, Zhang X, Li X, Liao J, Liu L.   +12 more
europepmc   +1 more source

Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records. [PDF]

BMC Med Inform Decis Mak, 2022
Rodrigues DS, Nastri ACS, Magri MM, Oliveira MS, Sabino EC, Figueiredo PHMF, Levin AS, Freire MP, Harima LS, Nunes FLS, Ferreira JE, HCFMUSP COVID-19 Study Group.   +11 more
europepmc   +1 more source

One-Class Time Series Classification

, 2022
This thesis contributes to the state of the art of time series classification and machine learning by investigating three novel data-driven representations for time series in the context of one-class classification. The one-class assumption is useful for all classification problems where only data of a single class is available for training a ...
openaire   +1 more source

The Renal Activity Index for Lupus Identifies Active Renal Disease and Treatment Response in Adult Patients With Systemic Lupus Erythematosus and Lupus Nephritis

Arthritis Care &Research, EarlyView.
Objective We evaluated the ability of the Renal Activity Index for Lupus (RAIL) to discriminate active lupus nephritis (LN) in adult patients with active systemic lupus erythematosus (SLE) and differentiate LN treatment response. Methods Urine samples from adults with biopsy‐proven active class III and IV LN from TULIP‐LN (active LN group ...
Hermine I. Brunner, Ellen M. Cody, Prasad Devarajan, Bin Huang, Chen Chen, Dominic Sinibaldi, Madhu Ramaswamy, Jacob Knagenhjelm, Frederick Jones, Philip Z. Brohawn, Raj Tummala, Catharina Lindholm, Wendy I. White   +12 more
wiley   +1 more source