Results 51 to 60 of about 222,333 (116)

High-dimensional supervised classification in a context of non-independence of observations to identify the determining SNPs in a phenotype. [PDF]

Infect Dis Model, 2023
Gaye A, Diongue AK, Komen LN, Diallo A, Sylla SN, Diarra M, Talla C, Loucoubar C.   +7 more
europepmc   +1 more source

An automated pipeline for supervised classification of petal color from citizen science photographs. [PDF]

Appl Plant Sci, 2023
Perez-Udell RA, Udell AT, Chang SM.
europepmc   +1 more source

Impact of Pre- and Post-Processing Steps for Supervised Classification of Colorectal Cancer in Hyperspectral Images. [PDF]

Cancers (Basel), 2023
Tkachenko M, Chalopin C, Jansen-Winkeln B, Neumuth T, Gockel I, Maktabi M.   +5 more
europepmc   +1 more source

Interpretable weakly-supervised learning through kernel density matrices: A digital pathology use case.

PLoS ONE
Classification methods based on deep learning require selecting between fully-supervised or weakly-supervised approaches, each presenting limitations in uncertainty quantification and interpretability.
Sebastian Medina, Eduardo Romero, Angel Cruz-Roa, Fabio A González   +3 more
doaj   +1 more source

Subclass-Aware Contrastive Semi-Supervised Learning for Inflammatory Bowel Disease Classification from Colonoscopy Images

Bioengineering
Inflammatory bowel disease (IBD) includes Crohn’s disease (CD) and ulcerative colitis (UC). The accurate classification of IBD from colonoscopy images is critical for diagnosis and treatment.
Kechen Lin, Guangcong Ruan, Xiaoyang Zou, Yongjian Nian, Yanling Wei, Guoyan Zheng   +5 more
doaj   +1 more source

Semi-Supervised Classification of PolSAR Images Based on Co-Training of CNN and SVM with Limited Labeled Samples. [PDF]

Sensors (Basel), 2023
Zhao M, Cheng Y, Qin X, Yu W, Wang P.
europepmc   +1 more source

EMD-Based Method for Supervised Classification of Parkinson's Disease Patients Using Balance Control Data. [PDF]

Bioengineering (Basel), 2022
Safi K, Aly WHF, AlAkkoumi M, Kanj H, Ghedira M, Hutin E.   +5 more
europepmc   +1 more source

Predicting HIV infection in the decade (2005-2015) pre-COVID-19 in Zimbabwe: A supervised classification-based machine learning approach. [PDF]

PLOS Digit Health, 2023
Birri Makota RB, Musenge E.
europepmc   +1 more source

Towards automated in vivo parcellation of the human cerebral cortex using supervised classification of magnetic resonance fingerprinting residuals. [PDF]

Cereb Cortex, 2023
Moinian S, Vegh V, Reutens D.
europepmc   +1 more source

Assessing Data Preparation and Machine Learning for Tree Species Classification Using Hyperspectral Imagery

Remote Sensing
Tree species classification using hyperspectral imagery shows incredible promise in developing a large-scale, high-resolution model for identifying tree species, providing unprecedented details on global tree species distribution.
Wenge Ni-Meister, Anthony Albanese, Francesca Lingo   +2 more
doaj   +1 more source