Personalised Modeling

KECL has extensive expertise in Personalised Modelling (PM) and Prof. Kasabov has two related patents:

• N.Kasabov, Data Analysis and Predictive Systems and Related Methodologies, US patent 9,002,682 B2, 7 April 2015. 

• N.Kasabov, V.Feigin, Z.Hou, Y.Chen, Improved method and system for predicting outcomes based on spatio/spectro-temporal data, PCT patent WO2015/030606 A2, US2016/0210552 A1. Granted/Publication date: 21 July 2016

PM relates to the development of individual model Mx  for every person X (or a new vector X) for the accurate diagnosis or prognosis of the outcome for this person using a repository of historical data of other individuals (vectors). The following are selected projects of PM with the leadership or the involvement of Prof. Kasabov:

• PM for predicting knee pain 6 and 12 months after operation using only-pre-operative personal data

• PM for predicting onset of Alzheimer's Disease (AD) 2 and 4 years before the onset

• PM for individual stroke prediction hours and days before the onset

• PM for predicting response to Methadone treatment of drug addicts

• PM for predicting response to Clozapine of schizophrenic patients

• PM for cancer diagnosis

• PM for brain data analysis, EEG, fMRI

• PM in Bioinformatics

• PM for predicting COVID-19 and other infectious diseases using multi-modal data

• PM for predicting heart failure