Tables

 

Table 1. Scope of medical informatics (Blum)
APPLICATION 1950s 1960s 1970s 1980s
Data Research Prototype Mature Refined
Information Concepts Research Prototype Mature
Knowledge Concepts Concepts Research Prototype

 

Table 2. Three classes of objects in medical informatics
Data The individual items made available to the analyst. Examples would be a patient's  sex, age, weight or blood pressure value.
Information A set of data with some interpretation or value added.  For example, we say we infer that a difference exists if an 80-kg person has a height of 150 cm or 195 cm.
Knowledge A set of rules, formulas, or heuristics used to create information from data and information.

 

 

Table 4. Classifications and Nomenclatures
System Name Initials / Versions Maintaining
Organization
Domains Remarks
International Classification of Diseases ICD-9-CM, ICD-9-CM, ICD-10 (1992) World Health Organization diagnostic terms, RFE, external causes of death, medical procedures (ICD-9-CM), other medical terms for ICD-9 and ICD-10 ICD-10 is a larger and more extensible kin of ICD-9
International Classification of Primary Care ICHPPC-2-Defined, IC-Process-PC, ICPC WONCA (World Organization of National Colleges, Academies and Academic Associations of General Practitioners/Family Physicians) diagnosis, RFE, therapy, lab tests Granularity is less than ICD-9. It is used to code clinical encounters in SOAP format.
Diagnostic and Statistical Manual for Mental Disorders (development coordinated with ICD system) DSM-II, DSM-III-R, DSM-IV American Psychiatric Organization diagnosis DSM-IV diagnostic codes are valid ICD-9-CM codes. It also contains a cross-reference between DSM codes and ICD-10 codes.
Systematized Nomenclature of Human and Veterinary Medicine SNOMED, SNOMED II American College of Pathologists clinical information multiaxial coded medical nomenclature
International Classification of Diseases for Oncology (based on ICD-9 and draft neoplasm chapter of ICD-10) ICD-O (first edition) World Health Organization diagnosis Morphology code includes neoplasm behavior code and a code for histologic grading and differentiation
Current Procedural Terminology CPT-4 American Medical Association medical services, diagnostic and therapeutic procedures (codes based on cost) usually required by most payers for physician and technical billing
International Classification of Procedures in Medicine ICPM World Health Organization diagnostic, laboratory, preventive, surgical, other therapeutic and ancillary procedures -
Read Clinical Classification RCC, or Read codes British National Health Service diseases, occupations, history/symptoms, examinations/signs, diagnostic procedures, radiology/diagnostic imaging, preventive procedures, operative procedures, other therapeutic procedures, administration, drugs/appliances, health status measurements, diagnosis-related groups (DRGs) Read Codes has specifically been developed for computerized patient records and aims to cover all the terms that can be written for a patient record
Anatomic Therapeutic Chemical Code ATC World Health Organization Collaborating Center for Drug Statistics Methodology drugs Identifies drug product, active substance, route of administration, dose
Medical Subject Headings MeSH National Library of Medicine medical terms Used to index medical literature and features concepts with broader and narrower terms.
Diagnosis-Related Groups DRG - diagnoses and procedures coded in ICD-9-CM, patient-related data (age, sex, length of stay, and other factors) Describes hospital stay in terms of what was wrong with and what was done for a patient; determines the amount of money that will be reimbursed, independently of the charges that the hospital may have incurred
Unified Medical Language System UMLS National Library of Medicine - The UMLS is not a standard but a cross-referenced collection of standards and other data and knowledge sources.Metathesaurus contains references from the following classifications and nomenclatures: SNOMED, Read Thesaurus, ICD-9-CM, Universal Medical Device Nomenclature System, WHO Adverse Drug Reaction Terminology, Classification of Nursing Diagnoses (NANDA), Home Health Care Classification, of Nursing Diagnoses and Intervention, CPT, MeSH, DSM-IV, Thesaurus of Psychological Index Terms
North American Nursing Diagnosis Assocation Codes NANDA Codes NANDA nursing diagnoses NANDA nursing diagnoses describe a patient's reactions to the disease
Logical Observation Identifiers, Names and Codes (LOINC™) LOINC version 10J-A Regenstrief Institute laboratory and clinical observations Facilitates the exchange and pooling of clinical laboratory results, such as blood hemoglobin or serum potassium, for clinical care, outcomes management, and research
Universal Medical Device Nomenclature System UMDNS ECRI medical equipment -
National Drug Codes NDC US Federal Drug Administration pharmaceuticals (including packaging) no reliable means of crosslinking trade with generic names, or even different packages of the same medication

 

Table 5. Characteristics of HDSSs versus Traditional HIMSs (Tan et. al.)
Characteristics HDSSs Traditional HIMSs
Goal Decision-making effectiveness Operational efficiency
Processing systems Internal and external data
Models and knowledge elements
Interactive feedback
Internal data
Data analysis and summaries
Scheduled reports
Problem applications Semistructured and complex
All levels of decision support
Top,line, staff, middle managers
Clinical and managerial areas
Routine and structured
Mainly operational/tactical
Limited task activities
Mostly business applications
Design specifications Active use
Friendly interface
End-user oriented
Passive use
Standard report format
Intermediaries
Systems professionals