Abstract
References
Articles referenced by this article (40)
A survey of the Predictive Toxicology Challenge 2000-2001.
Bioinformatics, (10):1179-1182 2003
MED: 12835259
Building an organ-specific carcinogenic database for SAR analyses.
J Toxicol Environ Health A, (17):1363-1389 2004
MED: 15371237
Assessment of prediction confidence and domain extrapolation of two structure-activity relationship models for predicting estrogen receptor binding activity.
Environ Health Perspect, (12):1249-1254 2004
MED: 15345371
SAR modeling of genotoxic phenomena: the consequence on predictive performance of deviation from a unity ratio of genotoxicants/non-genotoxicants.
Mutat Res, (1-2):67-71 2004
MED: 15066575
Evaluation of pulsed-field gel electrophoresis profiles for identification of Salmonella serotypes.
J Clin Microbiol, (9):3122-3126 2010
MED: 20631109
Oligonucleotide microarray for prediction of early intrahepatic recurrence of hepatocellular carcinoma after curative resection.
Lancet, (9361):923-929 2003
MED: 12648972
Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning.
Nat Med, (1):68-74 2002
MED: 11786909
Title not supplied
Data Min Knowl Discov 1997
Title not supplied
PATTERN RECOGN 1997
Show 10 more references (10 of 40)
Citations & impact
Impact metrics
Citations of article over time
Alternative metrics
Smart citations by scite.ai
Explore citation contexts and check if this article has been
supported or disputed.
https://scite.ai/reports/10.1093/bib/bbs006
Article citations
Comparison of Diagnosis Codes to Clinical Notes in Classifying Patients with Diabetic Retinopathy.
Ophthalmol Sci, 4(6):100564, 14 Jun 2024
Cited by: 0 articles | PMID: 39253554 | PMCID: PMC11382306
Machine learning-enabled prediction of prolonged length of stay in hospital after surgery for tuberculosis spondylitis patients with unbalanced data: a novel approach using explainable artificial intelligence (XAI).
Eur J Med Res, 29(1):383, 25 Jul 2024
Cited by: 0 articles | PMID: 39054495 | PMCID: PMC11270948
Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning.
Front Plant Sci, 15:1414181, 19 Jun 2024
Cited by: 0 articles | PMID: 38962243 | PMCID: PMC11219903
Gene Expression-Based Cancer Classification for Handling the Class Imbalance Problem and Curse of Dimensionality.
Int J Mol Sci, 25(4):2102, 09 Feb 2024
Cited by: 0 articles | PMID: 38396779 | PMCID: PMC10889442
Cervical cancer survival prediction by machine learning algorithms: a systematic review.
BMC Cancer, 23(1):341, 13 Apr 2023
Cited by: 4 articles | PMID: 37055741 | PMCID: PMC10103471
Review Free full text in Europe PMC
Go to all (71) article citations
Similar Articles
To arrive at the top five similar articles we use a word-weighted algorithm to compare words from the Title and Abstract of each citation.
Protein classification with imbalanced data.
Proteins, 70(4):1125-1132, 01 Mar 2008
Cited by: 34 articles | PMID: 18076026
Improving classification of mature microRNA by solving class imbalance problem.
Sci Rep, 6:25941, 16 May 2016
Cited by: 3 articles | PMID: 27181057 | PMCID: PMC4867574
Direct Kernel Perceptron (DKP): ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation.
Neural Netw, 50:60-71, 14 Nov 2013
Cited by: 5 articles | PMID: 24287336
Development of biomarker classifiers from high-dimensional data.
Brief Bioinform, 10(5):537-546, 03 Apr 2009
Cited by: 35 articles | PMID: 19346320
Review
Predicting membrane protein types using various decision tree classifiers based on various modes of general PseAAC for imbalanced datasets.
J Theor Biol, 435:208-217, 20 Sep 2017
Cited by: 12 articles | PMID: 28941868
Review