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UID:966@biotech.technion.ac.il
DTSTART;TZID=Asia/Jerusalem:20201014T170000
DTEND;TZID=Asia/Jerusalem:20220202T164952
DTSTAMP:20220512T124720Z
URL:https://biotech.technion.ac.il/events/advanced-human-machine-intellige
 nt-in-precision-medicine-2/
SUMMARY:Advanced Human-Machine Intelligent in Precision Medicine
DESCRIPTION:In the early 90’s\, as the first human genome project was ini
 tiated\, an extensive effort has been placed on mapping the role of genes 
 in the onset of disease. The genomic variants alone are not able to accoun
 t for the changing of risk factors across the life span. Thus\, the key go
 als to understanding human health and disease depend on the ability to acc
 ess the ‘genotype-phenotype’ correlogram through multi-omics platform 
 and the success of translating technological innovations (e.g.\, machine l
 earning). We demonstrated that using two-dimensional T1-T2 correlational s
 pectroscopy on a single drop of blood\, highly time– and patient–speci
 fic ´molecular fingerprint´ can be obtained using home-built NMR-based m
 icro scanner. Machine learning techniques were introduced to transform the
  correlational map into user friendly information for disease diagnostic a
 nd monitoring. The clinical utilities of this technique were demonstrated 
 through the direct analysis of human whole blood in various physiological 
 and pathological states (e.g.\, blood oxidation\, diabetes mellitus\, mala
 ria).
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