pdig.0000286.g001.tif (260.05 kB)
Internal adult test performance comparison between the Cold-RP and Cold-IP models.
figure
posted on 2024-01-17, 18:33 authored by Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani(a) AUPRC, (b) Confusion matrices, and (c) MCC comparison with the p-value.
History
Usage metrics
Categories
Keywords
weighted sequential leastsquares quadratic programmingrandomly initialized counterpartsperiodically arriving dataparticularly chest xongoing data influxmuch literature existslearnable fuzzy softmaxpediatric cxr datasetspediatric chest xdeep model generalizationaggregate weight parametersmodel initialization techniquespretrained weight initializationdeep learning modelsanalyze model performancediv >< pmodel initializationpediatric populationsmodel updates>< 0thereby embracingtesting comparedspecifically focusp multiple modelsmedical imageslevel ensemblesless understoodindividual modelsguided ensemblescreating robustconfidence intervalscomplementary representationscollective knowledge>- values
Licence
Exports
RefWorksRefWorks
BibTeXBibTeX
Ref. managerRef. manager
EndnoteEndnote
DataCiteDataCite
NLMNLM
DCDC