2results about How to "Data quality relief" patented technology

This invention belongs to the field of integrated circuit design technology, specifically relating to a method for optimizing integrated circuit design data. This method first constructs a "tool-layer-semantic" data acquisition architecture, integrating multi-channel parallel acquisition units to collect heterogeneous data from multiple sources. Compliance pre-verification is performed through hardware logic circuits and a verification rule base, extracting key data identifiers. A three-level incremental compression strategy based on key data priority, combined with an intelligent index integrating multi-dimensional indexes, is used for compression and storage. The stored data undergoes multi-dimensional optimization, including semantic deduplication, priority optimization, format conversion, and source quality backtracking, forming a unified format optimized semantic. Through an interactive interface, it is adapted and interacted with electronic design automation tools. After consistency verification and performance testing feedback loops, the final design data and full-process traceability information are obtained and stored. This invention achieves unified management, efficient compression, intelligent optimization, and full-process traceability of design data.

This application relates to the field of artificial intelligence, and particularly to methods, apparatus, media, electronic devices, and computer program products for generating programming languages ​​from clinical Data Verification (DVP) forms. By automatically reading clinical DVP forms and generating corresponding program code, this application significantly reduces the time and cost of manual programming. This not only improves the efficiency of data validation but also reduces data quality issues caused by human error. Furthermore, this application ensures comprehensive and accurate validation of clinical trial data. This comprehensive validation mechanism improves data quality and reliability, providing strong support for the smooth progress of clinical research.