Applying ComBat harmonization to ultrasomics enhances machine learning generalizability and performance in multi-center clinical settings. [PDF]
iScienceLin S +9 more
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Medication data harmonization and utilization patterns during pregnancy across claims, electronic health record, and health information exchange data sources. [PDF]
JAMIA OpenLiu J +6 more
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, 2008 The focus of this bachelor's thesis is an automatic harmonization of melody. The programme uses axioms of harmonization and is implemented in Perl language. The input is a text file that contains the melody that should be harmonized. The output is a midi
Maňák, Ondřej
core
Frequency-Time Harmonization of Multi-Station Spectrograms for Machine Learning Applications in Solar Radio Burst Analysis. [PDF]
Sensors (Basel)Hristov V +4 more
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Category-ComBat with distribution coefficient: a scale-adaptive harmonization algorithm for multicenter radiomic feature standardization. [PDF]
Front OncolZhang X +6 more
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Addressing threats to validity in large dataset research. [PDF]
PLoS MedYoo W, Ioannidis JPA.
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Clinical Robustness of FDG-PET/CT Quantitative Metrics Post-Harmonization in a Multicenter, Cross-Scanner Setting. [PDF]
TomographyHino A +7 more
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Multi-Platform Transcriptomic Classification of LUAD Driver Mutation Subtypes via Heterogeneous Ensemble Learning. [PDF]
Diagnostics (Basel)Kervancı IS, Yiğit GÖ.
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