CAMELLIA: an alignment-free pipeline integrating <i>k</i>-mer feature selection and supervised classification for genomic sequence subtyping. [PDF]
Saita TM +4 more
europepmc +1 more source
White Matter Microstructural Abnormalities in Neonatal Onset Genetic Epilepsy
ABSTRACT Objective Recent evidence indicates that epilepsy is associated with abnormal white matter. If seizures alter white matter, then the impact upon network function, epileptogenesis, and cognition could be pronounced in neonates undergoing rapid developmental myelination. Neonates with epilepsy due to nonstructural genetic causes provide a unique
Amanda G. Sandoval Karamian +8 more
wiley +1 more source
Enhancing strawberry maturity assessment using mid-infrared spectral analysis with advanced variable selection and supervised classification. [PDF]
Rammal A, Assaf R, Perrin E, Vrabie V.
europepmc +1 more source
Digital Cognitive Phenotyping for Differential Diagnosis and Monitoring in Neurological Conditions
ABSTRACT Objective To assess the utility, accessibility, and equivalence to supervised scales of online cognitive assessment in older individuals with cognitive impairment. Methods Patients with Alzheimer's disease (AD, n = 31), idiopathic normal pressure hydrocephalus (iNPH, n = 26), and traumatic brain injury (TBI, n = 23) completed online cognitive ...
Martina Del Giovane +10 more
wiley +1 more source
Development and optimization of a morphodiversity model for mountainous areas using supervised classification and artificial neural networks. [PDF]
Bartuś T.
europepmc +1 more source
Supervised Data Classification via Max-min Separability
Supervised Data Classification via Max-min ...
Julien Ugon (13077438) +1 more
core
Upper Cervical Cord Area as a Biomarker of Conversion to Secondary Progressive Multiple Sclerosis
ABSTRACT Objective This study assessed whether upper cervical cord area (UCCA) measured on routine brain MRI can serve as a biomarker of conversion to SPMS. Methods This is a single‐center retrospective cohort study of RRMS patients with cross‐sectional and longitudinal analyses of clinical and MRI data. Future SPMS converters were matched by age, sex,
Nabil K. El Ayoubi +8 more
wiley +1 more source
[Self-supervised classification method for breast pathology images fusing geometric priors and multi-scale attention]. [PDF]
Jiang L, Cao H, Nie Y, Zhang C.
europepmc +1 more source
ABSTRACT Background Factors associated with relapse course and disability in myelin oligodendrocyte glycoprotein antibody‐associated disease (MOGAD) remain incompletely understood. Objectives To identify clinical and modifiable factors associated with relapse and disability in MOGAD. Methods In this ambispective multicentre cohort study using data from
Yingtao Wang +23 more
wiley +1 more source
Policy Learning for Actively Labeled Sample Selection on Lumbar Semi-supervised Classification. [PDF]
Hai J +5 more
europepmc +1 more source

