AKGÜN BioBOT is a smart system that will provide decision support to the expert in interpreting the test results values and suggesting additional tests by bringing the decision mechanisms to be used in the post analytical evaluation of the results of the biochemistry tests applied in hospitals with the Decision Support System in Clinical Biochemistry Process. AKGÜN BioBOT System constitutes the result evaluation with all the findings obtained, leads the decision by suggesting the notes to be conveyed to the responsible physician, and enables the saving of all laboratory resources including the biochemist.
Within the scope of AKGÜN BioBOT;
• Interfaces that transfer the test results from the laboratory information system,
• Filters that prepare the data to be analyzed and subject them to pretreatment steps,
• Intelligent algorithms that analyze data,
• There is a rule engine that makes sense of test results and algorithm output. In the AKGÜN BioBOT System, data mining processes are used in the development of learning models and techniques such as data collection, data cleaning, data preprocessing, training and validation of models are used.
AKGÜN BioBOT system, using machine-learning models;
• Anemia
• Iron Deficiency Anemia
•Infection
• Diabetes
• Cardiovascular Diseases
• Digestive System Anemia models for many diagnostic groups such as.
Rule sets as well as machine learning models evaluate patient test results. For the test results evaluated by the machine learning models, a probabilistic result is produced and for the results obtained from the models, gradual interpretations are produced.
The results generated by the rule engine are subject to text conversion and the final comment is created. The end user can access the comments from the application result panel as well as make comments via the external system. In addition, an infrastructure was established to enable active notification to the expert through SMS and e-mail notification configuration. Another First in Health from AKGÜN for Large-Scale R & D and Scientific Innovation
Products AKGÜN BioBOT is the first decision support system specialized in internal laboratory processes and has no national equivalent. In addition, a similar product that accommodates similar post-analytical processes is not available internationally.
