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ProteomicsPredicting the Protein Corona on Nanoparticles Using Random Forest Models with Nanoparticle, Protein, and Experimental Features
We describe the predicted composition and abundance of the protein corona as a function of protein, nanoparticle, and experimental features that serve as the input dataset in which our Random Forest Regression (RFR) and Random Forest Classifier (RFC) models were trained on. Predictions were made usi...
ORGANISM(S): Bos taurus (Bovine) 
2025-08-04 | PXD053700 | Pride
Random forest classifier Random forest regression Fetal bovine serum Nanoparticles Machine learning Protein corona Lc-ms/ms 
UnknownA random forest classifier for protein-protein docking models.
Not available
S-EPMC9710594 | biostudies-literature
TranscriptomicsTranscription profiling of human whole blood from rheumatoid arthritis patients
The whole blood was collected pre-treatment from rheumatoid arthritis patients starting the anti_TNF therapy. All patients were naïve to anti_TNFs. The disease activity was measured using the DAS28 score at the pre-treatment visit1 (DAS28_v1) and 14 weeks after treatment visit3 (DAS28_v3). The resp...
ORGANISM(S): Homo sapiens 
2009-09-18 | E-GEOD-15258 | biostudies-arrayexpress
TranscriptomicsTranscription profiling of acute lymphoblastic leukaemia patient samples that represent six different subgroups defined by cytogenetic features and immunophenotype
We examined published microarray data from 104 acute lymphoblastic leukaemia patient specimens, that represent six different subgroups defined by cytogenetic features and immunophenotypes. Using the decision-tree based supervised learning algorithm Random Forest (RF), we determined a small set of ge...
ORGANISM(S): Homo sapiens 
2007-05-11 | E-TABM-125 | biostudies-arrayexpress
UnknownRFMirTarget: predicting human microRNA target genes with a random forest classifier.
Not available
S-EPMC3724815 | biostudies-literature
UnknownRandom forest classifier improving phenylketonuria screening performance in two Chinese populations.
Not available
S-EPMC9592754 | biostudies-literature
UnknownExploratory study on classification of diabetes mellitus through a combined Random Forest Classifier.
Not available
S-EPMC7980612 | biostudies-literature
UnknownA random forest classifier for detecting rare variants in NGS data from viral populations.
Not available
S-EPMC5548337 | biostudies-literature
UnknownDevelopment of an image-based Random Forest classifier for prediction of surgery duration of laparoscopic sigmoid resections.
Not available
S-EPMC10811180 | biostudies-literature
UnknownRandom Bits Forest: a Strong Classifier/Regressor for Big Data.
Not available
S-EPMC4957112 | biostudies-literature
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