Patent ID: 11908579
Assignee: BRAINEHEALTH AB
Field: Medical technology (Instruments)
Classification: CPC A  G  Y | IPC A  G

Claim 0:
1. A biological analysis support system configured to provide support for analyzing a biological system based on biological measurement data, said biological analysis support system comprising:
an input configured to receive input data obtained based on biological measurements from a biological subject whose biological condition is to be determined, said input data comprising parameters quantifying a number of biological symptoms si, 1≤i≤N, associated with said biological subject, wherein the measurements enable parametrization of biological symptoms associated with the measurements;
processing circuitry configured to:
create a basis representation s for a set of said biological symptoms;
generate a representation s′ of said input data in said created basis representation S;
apply a predictive model M(s) to said representation s′ of said input data in order to obtain a probability distribution d that yields the probabilities di that said parameters comprised in said input data corresponds to a specific biological condition yj, said predictive model M(s) being determined by applying a neural network on a set of data, said set of data comprising collected empirical data associating said biological symptoms s, with a determined biological condition yj;

perform a first optimization of a probability di comprised in said probability distribution d with respect to a test indicating parameter x1, said test indicating parameter x1 being associated with a biological symptom sk different from said biological symptoms si, and being represented in said basis representation s, in order to obtain a first optimized probability value di*;
perform at least one additional optimization of said obtained probability di comprised in said probability distribution d with respect to a different test indicating parameter x2, said test indicating parameter x2 being associated with yet another additional biological symptom sm different from said additional biological symptom sk and said biological symptom si, and being represented in said basis representation s, in order to obtain at least one additional optimized probability value di**; and
determine a specific biological test to be conducted on said biological subject based on a comparison between said obtained optimized probability values di*, di**, and
an output for outputting output data representative of said specific biological test to be conducted on said biological subject, thereby enabling a reduction of the number of conducted tests, which in turn reduces the strain on the biological subject and reduces time and costs associated with the analysis of the biological system.