3 results about "Case records" patented technology

This invention discloses a method and system for automatically generating medical voice case records based on a cloud-based large-scale model. It collects doctor's voice data from a medical microphone and performs semantic analysis to identify terminology density. A terminology calibration mapping is constructed through context matching evaluation and ambiguity resolution. Case structure response data from the cloud-based large-scale model is obtained, and priority factors for completion are generated based on structural missingness. Content allocation coefficients are generated based on the cumulative rate of change. Diagnostic conflicts are identified and sorted through the terminology calibration mapping, and key nodes for case generation are established by combining sorting consistency detection. Finally, draft case documents are output based on these key nodes. Standardized case documents are generated by statistical analysis of doctor modification frequency and allocation of key verification points. This effectively solves problems such as insufficient handling of terminology ambiguity, lack of dynamic case structure completion capability, and imperfect error-prone area verification mechanisms in medical voice transcription.

The application discloses a disease auxiliary diagnosis method and system based on a large language model, relates to the field of medical artificial intelligence, and comprises the following steps: analyzing and extracting past case records, processing the past case records by using an expression mapping unit to obtain a symptom-diagnosis result sample set, building a symptom-sign correlation framework, supplementing the symptom-sign correlation framework based on a pathological feature set and a diagnosis strategy recommendation set to obtain a symptom-sign correlation graph, collecting current text information, processing the current text information based on the expression mapping unit to obtain intermediate expression features, screening standard features based on the current selection situation to obtain a symptom set, inputting the symptom set into the symptom-sign correlation graph to obtain a diagnosis recommendation strategy, and collecting survival strategies or replacement strategies to feed back into the symptom-sign correlation graph for optimization. The application effectively assists doctors in improving diagnosis efficiency and reducing misdiagnosis probability, and provides standardized and accurate technical support for clinical diagnosis and treatment.

A method for electronically tracking and verifying the application, removal, and chain of custody of wearable drug testing patches is provided. The method involves applying a drug testing patch to a wearer, electronically logging application events associated with the drug patch, including capturing electronic signatures from both the wearer and a first technician, and compiling an application chain of custody document for the respective drug patch that links client information, case record information, the patch serial number, and the respective electronic signature identifiers. After a predetermined wear duration, the drug patch is removed by a second technician, and a patch removal event is logged, including capturing electronic signatures from both the wearer and the second technician. A completed chain of custody document, including a barcode linked to the client, case record, and the patch is generated to allow a laboratory to upload results of an associated testing protocol.