Results 161 to 170 of about 278,527 (254)

Identifying the Geographical Origin of Wolfberry Using Near-Infrared Spectroscopy and Stacking-Orthogonal Linear Discriminant Analysis. [PDF]

Foods
Song S, Wu X, Li M, Wu B.
europepmc   +1 more source

Biomarker‐Agnostic Detection of Ovarian Cancer from Blood Plasma Using a Machine Learning‐Driven Electronic Nose

Advanced Intelligent Systems, EarlyView.
This study introduces a biomarker‐agnostic diagnostic strategy for ovarian cancer, utilizing a machine learning‐enhanced electronic nose to analyze volatile organic compound signatures from blood plasma. By overcoming the dependence on specific biomarkers, this approach enables accurate detection, staging, and cancer type differentiation, offering a ...
Ivan Shtepliuk, Lingyin Meng, Christer Borgfeldt, Jens Eriksson, Donatella Puglisi   +4 more
wiley   +1 more source

Linear Discriminant Analysis-Based Motion Classification Using Distributed Micro-Doppler Radars with Limited Backhaul. [PDF]

Sensors (Basel), 2021
Hong Y, Yang Y, Park J.
europepmc   +1 more source

Establishment of a mouse model of TMAO‐induced cardiac injury and application of MICT intervention

Animal Models and Experimental Medicine, EarlyView.
This study aims to explore the establishment of an animal model of cardiac injury induced by trimethylamine‐N‐oxide (TMAO), a metabolite secreted by gut microorganisms, and to investigate its application in moderate‐intensity continuous training (MICT) intervention.
Zhongping Xie, Hong Zou, Lijing Gong, Minghui Lin, Caihua Huang   +4 more
wiley   +1 more source

Nuclear magnetic resonance combined with genetic algorithm with linear discriminant analysis (GA-LDA) is a suitable model for discriminating urinary metabolomic profiles of individuals with glycemic disorders. [PDF]

Ann Med
Freire de Sousa Papa ÂW, Almeida de Oliveira AN, Lawrynhuk Urbano Ferreira R, Oliveira Rosendo GB, Maurício Sena-Evangelista KC, Gomes Lima J, Barbosa F, Medeiros de Morais CL, Gomes de Lima KM, Mendonça Araújo R, Campos Pedrosa LF.   +10 more
europepmc   +1 more source

Predictors of Stroke Outcome Extracted from Multivariate Linear Discriminant Analysis or Neural Network Analysis. [PDF]

J Atheroscler Thromb, 2022
Nezu T, Hosomi N, Yoshimura K, Kuzume D, Naito H, Aoki S, Morimoto Y, Kinboshi M, Yoshida T, Shiga Y, Kinoshita N, Furui A, Tabuchi G, Ueno H, Tsuji T, Maruyama H.   +15 more
europepmc   +1 more source

Behavior Decoding Delineates Seizure Microfeatures and Associated Sudden Death Risks in Mouse Models of Epilepsy

Annals of Neurology, EarlyView.
Objective Behavior and motor manifestations are distinctive yet often overlooked features of epileptic seizures. Seizures can result in transient disruptions in motor control, often organized into specific behavioral sequences that can inform seizure types, onset zones, and outcomes.
Yuyan Shen, Jaden Thomas, Xianhui Chen, Jaden Zelidon, Mariam Najeeb, Abigayle Hahn, Ping Zhang, Aaron Sathyanesan, Bin Gu   +8 more
wiley   +1 more source

Assessment of sexual dimorphism in the humerus among a Greek Cypriot population using binary logistic regression and linear discriminant analysis. [PDF]

Forensic Sci Med Pathol
Baer E, La Valley ASH, Kyriakou XP.
europepmc   +1 more source

Epstein–Barr Virus, Lower Vitamin D, Low Sun Exposure, and HLA‐DRB1*1501 Risk Variant Share Common Epigenetic Pathways Leading to Multiple Sclerosis Onset

Annals of Neurology, EarlyView.
Objectives Multiple sclerosis (MS) onset risk factors include Epstein–Barr virus (EBV) indices (including host response), lower serum 25‐vitamin D (25(OH)D) levels, low sun exposure, and HLA‐DRB1*1501. The underlying molecular mechanisms are unclear. Here, we examined mediation through differential DNA methylation (DNAm) to better understand possible ...
Steve Simpson‐Yap, Ellen Morwitch, Samuel A. Tanner, Sarah M. Thomson, Alex Eisner, Rod A. Lea, Trevor J. Kilpatrick, Jeannette Lechner‐Scott, Rodney J. Scott, Alexandre Xavier, Vicki E. Maltby, Robyn M. Lucas, Bruce V. Taylor, Brett A. Lidbury, Simon A. Broadley, Ingrid van der Mei, Mehari Woldemariam Merid, Boris Novakovic, Richard Saffery, Anna Karin Hedström, Pernilla Stridh, Tomas Olsson, Maja Jagodic, Lars Alfredsson, Anne‐Louise Ponsonby, for the Ausimmune Investigator Group, Caron Chapman, Alan Coulthard, Keith Dear, Terry Dwyer, Trevor Kilpatrick, Robyn Lucas, Tony McMichael, Anne‐Louise Ponsonby, Bruce Taylor, Patricia Valery, Ingrid van der Mei, David Williams   +37 more
wiley   +1 more source

Patient-rated scales improve the classification accuracy for patients with depression and anxiety disorder: a linear discriminant analysis. [PDF]

BMC Psychiatry
Ji S, Zhang J, Zhou C, Chen M, Yu H.
europepmc   +1 more source