Biometric-Authenticated Personal Health Monitor Data Compaction with Clinical Trial Optimization

A system for biometric-authenticated health data compaction, comprising:

• a computing device comprising a processor, a memory, and a non-volatile data storage device;
• a biometric authentication module comprising a first plurality of programming instructions stored in the memory and operable on the processor, wherein the first plurality of programming instructions, when operating on the processor, causes the processor to:
• receive biometric signals from a plurality of biometric sensors associated with a patient;
• extract biometric features from the received biometric signals using signal processing algorithms;
• perform patient identity verification by comparing the extracted biometric features against stored biometric templates;
• generate authentication credentials comprising cryptographic keys derived from the verified biometric features;
• and
• determine security access levels based on biometric authentication confidence scores;
• a multi-codebook compaction system comprising a second plurality of programming instructions stored in the memory and operable on the processor, wherein the second plurality of programming instructions, when operating on the processor, causes the processor to:
• receive health data from the patient;
• divide the health data into a plurality of sourceblocks;
• encode each sourceblock using a plurality of compression codebooks enhanced with the cryptographic keys derived from the biometric authentication;
• select optimal encoded sourceblocks based on compression efficiency;
• and
• generate compressed health data comprising encoded sourceblocks with associated codebook identifiers and authentication metadata.