Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897852945> ?p ?o ?g. }
- W2897852945 abstract "Biomarker detection is one of the more important biomedical questions for high-throughput 'omics' researchers, and almost all existing biomarker detection algorithms generate one biomarker subset with the optimized performance measurement for a given dataset. However, a recent study demonstrated the existence of multiple biomarker subsets with similarly effective or even identical classification performances. This protocol presents a simple and straightforward methodology for detecting biomarker subsets with binary classification performances, better than a user-defined cutoff. The protocol consists of data preparation and loading, baseline information summarization, parameter tuning, biomarker screening, result visualization and interpretation, biomarker gene annotations, and result and visualization exportation at publication quality. The proposed biomarker screening strategy is intuitive and demonstrates a general rule for developing biomarker detection algorithms. A user-friendly graphical user interface (GUI) was developed using the programming language Python, allowing biomedical researchers to have direct access to their results. The source code and manual of kSolutionVis can be downloaded from http://www.healthinformaticslab.org/supp/resources.php." @default.
- W2897852945 created "2018-10-26" @default.
- W2897852945 creator A5012256389 @default.
- W2897852945 creator A5013469362 @default.
- W2897852945 creator A5020586569 @default.
- W2897852945 creator A5035450605 @default.
- W2897852945 creator A5036428828 @default.
- W2897852945 creator A5040245482 @default.
- W2897852945 creator A5054278298 @default.
- W2897852945 creator A5058786170 @default.
- W2897852945 creator A5060758058 @default.
- W2897852945 creator A5065919151 @default.
- W2897852945 creator A5070062241 @default.
- W2897852945 creator A5073832901 @default.
- W2897852945 creator A5077956304 @default.
- W2897852945 date "2018-10-11" @default.
- W2897852945 modified "2023-10-05" @default.
- W2897852945 title "Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances" @default.
- W2897852945 cites W103115847 @default.
- W2897852945 cites W174626073 @default.
- W2897852945 cites W1975092906 @default.
- W2897852945 cites W1983012321 @default.
- W2897852945 cites W1987369038 @default.
- W2897852945 cites W1988289406 @default.
- W2897852945 cites W1993523536 @default.
- W2897852945 cites W2006770045 @default.
- W2897852945 cites W2015036977 @default.
- W2897852945 cites W2068517117 @default.
- W2897852945 cites W2068707911 @default.
- W2897852945 cites W2069428560 @default.
- W2897852945 cites W2086810487 @default.
- W2897852945 cites W2090596338 @default.
- W2897852945 cites W2096173332 @default.
- W2897852945 cites W2100984467 @default.
- W2897852945 cites W2103342867 @default.
- W2897852945 cites W2107504707 @default.
- W2897852945 cites W2107580398 @default.
- W2897852945 cites W2115193738 @default.
- W2897852945 cites W2116865857 @default.
- W2897852945 cites W2125293263 @default.
- W2897852945 cites W2131417105 @default.
- W2897852945 cites W2137852592 @default.
- W2897852945 cites W2150782426 @default.
- W2897852945 cites W2162151166 @default.
- W2897852945 cites W2224056471 @default.
- W2897852945 cites W2306302840 @default.
- W2897852945 cites W2346965301 @default.
- W2897852945 cites W2472351724 @default.
- W2897852945 cites W2533256109 @default.
- W2897852945 cites W2554579660 @default.
- W2897852945 cites W2562498401 @default.
- W2897852945 cites W2563212203 @default.
- W2897852945 cites W2568094933 @default.
- W2897852945 cites W2569439418 @default.
- W2897852945 cites W2574624144 @default.
- W2897852945 cites W2588452140 @default.
- W2897852945 cites W2608270353 @default.
- W2897852945 cites W2621850397 @default.
- W2897852945 cites W2730269728 @default.
- W2897852945 cites W2747699571 @default.
- W2897852945 cites W2748863433 @default.
- W2897852945 cites W2760827857 @default.
- W2897852945 cites W2763606382 @default.
- W2897852945 cites W2763836527 @default.
- W2897852945 cites W2766370950 @default.
- W2897852945 cites W2768191269 @default.
- W2897852945 cites W2777719831 @default.
- W2897852945 cites W2778161983 @default.
- W2897852945 cites W2789751949 @default.
- W2897852945 cites W2791210137 @default.
- W2897852945 cites W2793601497 @default.
- W2897852945 cites W2795102134 @default.
- W2897852945 cites W3104164085 @default.
- W2897852945 cites W4237381349 @default.
- W2897852945 cites W4250359879 @default.
- W2897852945 doi "https://doi.org/10.3791/57738" @default.
- W2897852945 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6235481" @default.
- W2897852945 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30371672" @default.
- W2897852945 hasPublicationYear "2018" @default.
- W2897852945 type Work @default.
- W2897852945 sameAs 2897852945 @default.
- W2897852945 citedByCount "5" @default.
- W2897852945 countsByYear W28978529452019 @default.
- W2897852945 countsByYear W28978529452020 @default.
- W2897852945 countsByYear W28978529452023 @default.
- W2897852945 crossrefType "journal-article" @default.
- W2897852945 hasAuthorship W2897852945A5012256389 @default.
- W2897852945 hasAuthorship W2897852945A5013469362 @default.
- W2897852945 hasAuthorship W2897852945A5020586569 @default.
- W2897852945 hasAuthorship W2897852945A5035450605 @default.
- W2897852945 hasAuthorship W2897852945A5036428828 @default.
- W2897852945 hasAuthorship W2897852945A5040245482 @default.
- W2897852945 hasAuthorship W2897852945A5054278298 @default.
- W2897852945 hasAuthorship W2897852945A5058786170 @default.
- W2897852945 hasAuthorship W2897852945A5060758058 @default.
- W2897852945 hasAuthorship W2897852945A5065919151 @default.
- W2897852945 hasAuthorship W2897852945A5070062241 @default.
- W2897852945 hasAuthorship W2897852945A5073832901 @default.
- W2897852945 hasAuthorship W2897852945A5077956304 @default.
- W2897852945 hasBestOaLocation W28978529452 @default.