SB BHATTACHARYYA

snomed ct snomed ct pre- & post-coordinated expressions clinical data analytics concept-based coding system clinical terminology code system ehr ontology description logics icd snomed ct concept model big data in healthcare snomed ct logical model snomed ct relationships free text to snomed ct mapping text mining free text medical records clinical records research report iso 13606 openehr interoperability hl7 2.x software requirement specification ccd json xml computer science records merging medical science codifying medical knowledge automating repetitive tasks semasiology icd vs snomed ct comparison snomed ct pre-coordinated expression possible analytics list icd to snomed ct mapping automated mapping from snomed ct to icd snomed ct expression composition and decomposition worked examples snomed ct refsets constrained snomed ct set of terms cset pros and cons cset and refset comparison cset refset structure healthcare internet of things predictive analytics in healthcare hetfordshire records dohad what the machine gets to use snomed ct benefits of use snomed ct attribute-value range model what the clinicians get to see snomed ct expression example interface terminology mapping types of clinical data analysis clinical data analytics steps likelihood ratio specificity clinical data analytics process clinical data analytics application areas sensitivity predictive analytical methods machine learning in clinical sciences outlines of snomed ct principles meaning-based coding system medical classification code system examples with icd cpt snomed ct advantages and disadvantages of snomed ct snomed ct descriptions snomed ct concepts benefits of snomed ct