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Performance of different models under varying data missing rates on dbEBV and NCBI Pediatric Herpesvirus datasets.

Journal: Frontiers in Public Health

Article Title: Dynamic temporal partitioning enhanced transformer for pediatric viral load forecasting

doi: 10.3389/fpubh.2026.1829861

Figure Lengend Snippet: Performance of different models under varying data missing rates on dbEBV and NCBI Pediatric Herpesvirus datasets.

Article Snippet: The NCBI Pediatric Herpesvirus Time Series Dataset ( ) is extracted from the National Center for Biotechnology Information public databases, including the Geo Expression Omnibus and the Sequence Read Archive, which are widely cited, authoritative, publicly accessible biological information databases with standardized data management.

Techniques:

Training and validation loss curves of DTR-Former on dbEBV and NCBI Pediatric Herpesvirus datasets over 100 epochs.

Journal: Frontiers in Public Health

Article Title: Dynamic temporal partitioning enhanced transformer for pediatric viral load forecasting

doi: 10.3389/fpubh.2026.1829861

Figure Lengend Snippet: Training and validation loss curves of DTR-Former on dbEBV and NCBI Pediatric Herpesvirus datasets over 100 epochs.

Article Snippet: The NCBI Pediatric Herpesvirus Time Series Dataset ( ) is extracted from the National Center for Biotechnology Information public databases, including the Geo Expression Omnibus and the Sequence Read Archive, which are widely cited, authoritative, publicly accessible biological information databases with standardized data management.

Techniques: Biomarker Discovery