Patho-Genomics Fused Database Schema and Optimization for Automatic Pathology Workflow

2023 IEEE 21st World Symposium on Applied Machine Intelligence and Informatics (SAMI)(2023)

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摘要
Complete database design, implementation, optimization as well as testing is obtained in order to collect and fuse all the morphological, morphometrical, genomic metadata during the whole, automatic, digital pathology workflow without any human interaction. The subsequent purpose of the fused database is to evaluate texture based (external) and biochemical (internal) features of tumor, cancer collectively. Hence, finding correlation between them might make us able to predict and make diagnose at an earlier stage.
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关键词
Pathology,Morphology,Genomics,Data Fusion,Distributed Database,Optimization
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