Fast quantification of gut bacterial species in cocultures using flow cytometry and supervised classification. [PDF]
ISME Commun, 2022 van de Velde CC +7 more
europepmc +1 more source
The McCance Brain Care Score and Mortality: Evidence From a Large‐Scale Population‐Based Cohort
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objectives This study aimed to examine the relationship between the McCance Brain Care Score (BCS) and mortality in the general population. Methods We conducted a prospective, population‐based cohort study using data from the UK Biobank. Participants with complete data enabling calculation of BCS and full mortality information were included ...
Zhiqiang Xu, Xiaoxiao Wang, Nan Li
wiley +1 more source
Self-supervised classification of subcellular morphometric phenotypes reveals extracellular matrix-specific morphological responses. [PDF]
Sci Rep, 2022 Wong KS +3 more
europepmc +1 more source
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation [PDF]
, 2022 Wenhui Zhu +4 more
openalex +1 more source
Glymphatic Dysfunction Reflects Post‐Concussion Symptoms: Changes Within 1 Month and After 3 Months
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Mild traumatic brain injury (mTBI) may alter glymphatic function; however, its progression and variability remain obscure. This study examined glymphatic function following mTBI within 1 month and after 3 months post‐injury to determine whether variations in glymphatic function are associated with post‐traumatic symptom severity ...
Eunkyung Kim +3 more
wiley +1 more source
On Supervised Classification of Feature Vectors with Independent and Non-Identically Distributed Elements. [PDF]
Entropy (Basel), 2021 Shahrivari F, Zlatanov N.
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Accurate localization of epileptogenic tubers (ETs) in patients with tuberous sclerosis complex (TSC) is essential but challenging, as these tubers lack distinct pathological or genetic markers to differentiate them from other cortical tubers.
Tinghong Liu +11 more
wiley +1 more source
Comprehensive study of semi-supervised learning for DNA methylation-based supervised classification of central nervous system tumors. [PDF]
BMC Bioinformatics, 2022 Tran QT, Alom MZ, Orr BA.
europepmc +1 more source
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification [PDF]
, 2023 Pranav Singh +7 more
openalex +1 more source