Question

1. Based exclusively on your review of structured and unstructured data, do you think it should be possible to generate a list of all patients with a certain ICD10 diagnosis? Why or why not?

Answer 1

ANALYSIS OF STRUCTURED AND UNSTRUCTURED DATA FOR ICD10 DIAGNOSIS
EHR) Consist ( Electonic of two Health types of Records) data primarily a Structured data b) Unsbructured data Structured ! data BR ODED DATA that i includes Laboratory results Diagnosis Blood Sugar levels Cholestol level Characteristics redefined Easy to . Normally data model search includes text only

Unsbructured OR TEXT - CUNICAL NOTES No. So 9 hъ чел Human generated Machine generated T 4 Text files mobile data media Website L y scientific dale sensor date Digital surveillance Characteristics ! models text any iman, other No pre defined data • Difficult to search It could be any sound, video and cermat Includes Symptoms like a pain s discomfort fangue

Stays in which comobielises (lo 10 codes) ex o desected by the algorithm Line sug pescriptions d ENT dataset General dataset slays CD 10 codes. Stays ico locodo In - 922) 1 (n=730) n. 312) (n- 49327 OD DET Comorbidhies ! I 339 1362 127 detected noug) 30 (24.5) (484) (316) 05.8) Missing Comborddres no (%) 92 (754) 2950 Cfsil ) n92 که2ط Suggested Conhoodines confirmed number 58 620:3) (4406) (+798) Added majer comorbiding р- н 39:2) 18158 (310) (tre) (+2.3

Structured and find data is information easier to review Unstructured keep track harder en dala is more difficult to because backing is. unstructured data with The two basic problems unsbructured dala iesir a) Bocess related b) Technical related Hence, we conclude that'. Knowledge database, drug prescriptions. and labcsatory test results can be used together to improve the diagnosis Correct diagnosis and appropriate treatment u depends on Imonaging both shuchired and unstructured t data,

So, whether to gathered via care management Software EHR ar patient Specific physiand insights all data be shaclured and be ready for interpretation and analyses This is especially critical en value hand model. O for any risk bearing entity the complete picture in Corical ich order to give the right beatment at right time to improve and prevent adverse evenk. getting absolute patients the outcomes health