- Type of paper
: Paper in journal
Title: Expert System for Viral Meningitis Differentiation
- Authors:
- Janić, Nikola
- Kern, Josipa (20746)
- Vuletić, Silvije (54002)
Journal: Liječnički vjesnik
ISSN: 0024-3477
Volume: 113
Year: 1991
Pages: from 62 to 66
Number of references: 5
Language: hrvatski
Summary: The system for viral meningitis differentiation, by
usingpromptly accessible attributes, has been described. It is basedon
attribute values, and logical principles on similarities anddiversities.
The system is dynamic for its ability to make itselfpermanently adjusted by
using new cases and their attributevalues. Through the possibility of
prompt data processingaccording to a certain methodology, the system is
able to takepart in medical decision making.
Keywords: Viral meningitis, Expert systems
- Type of paper
: Paper in journal
Title: Medical Decision Making Based on Inductive Learning Method
- Authors:
- Kern, Josipa (20746)
- Deželić, Đuro (9623)
- Duerrigl, Theodor
- Vuletić, Silvije (54002)
Journal: Artificial Intelligence in Medicine
Number: 3
ISSN: 0933-3657
Volume: 5
Year: 1993
Pages: from 213 to 223
Number of references: 20
Language: engleski
Summary: Decision trees have been constructed by using the
modifiedQuinlan's approach, Assistant Professional software. Thevariability
in results has been studied under varying learningconditions. Two data sets
have been chosen for learningexperiments: from a study on rheumatoid
arthritis, and from anepidemiological investigation of ageing. The results
indicate thenecessity to determine inductive learning parameters in
aspecific way for each problem, depending on problem complexity.
Keywords: Medical decision-making, Inductive learning
- Type of paper
: Paper in journal
Title: Medical School Admission: Zagreb Experiences
- Authors:
- Jakšić, Želimir
- Božikov, Jadranka (81645)
- Kljaić, Ksenija
- Pokrajac, Nikša
Journal: Croatian Medical Journal
Number: 1
ISSN: 0353-9505
Volume: 34
Year: 1993
Pages: from 66 to 77
Number of references: 28
Language: engleski
Summary: The aim was to summarize experiences with different
procedures ofselecting students for admission to Zagreb Medical School and
toconsider possible procedures and optimal number admitted studentsand
needs for next 20 years. Analysis of previous year admissionstogether with
the data on current number of medical doctors andtheir age structure,
provided necessary base for modelling ofdynamics of medical doctors
manpower. The simulation results gavethe bases for decision making
regarding admission quote.
Keywords: Medical school admission
- Type of paper
: Paper in journal
Title: Mortality and Incidence of Uterine Cervical Cancer in
Croatia
- Authors:
- Strnad, Marija
- Božikov, Jadranka (81645)
Journal: Gynaecologia et Perinatologia
Number: 4
ISSN: 1330-0091
Volume: 1
Year: 1992
Pages: from 225 to 228
Number of references: 15
Language: engleski
Summary: Mortality and incidence of uterine cervical cancer in
Croatia was investigated on the data from Cancer Registry of Croatia. Age
specific mortality and incidence rates as well as cumulative incidence and
mortality rates during the last 15 years are graphicaly presented. The aim
was to observe possible effects of primary prevention of cervical cancer
prevention should been forced.
Keywords: Incidence, Mortality, Uterine cervical cancer, Cumulative rates
- Type of paper
: Paper in journal
Title: Are there too many doctors in Croatia?
- Authors:
- Budak, Antun
- Božikov, Jadranka (81645)
Journal: Liječnički vjesnik
ISSN: 0024-3477
Volume: 115
Year: 1993
Pages: from 261 to 267
Number of references: 11
Language: hrvatski
Summary: Estimates of needs for education of physicians in Croatia
must be based on analysis of population health condition and age structure,
on the country's economic capacities on which the employment of those
specialists depends, and on estimates of realistic educational capacities
of the Croatian medical schools. Basic analysis indicates that in the
upcoming decade there are no possibilities of more extensive employment.
So, it is necessary to educate only a certain number of physicians: those
which will serve as replacement for deceased, retired or physicians leaving
for other positions.
Keywords: physicians, statistical data, needs and demands, Croatia
- Type of paper
: Paper in journal
Title: The use of induction in routine laboratory diagnostics of
thyroid disfunction
- Authors:
- Sonicki, Zdenko (191206)
- Kern, Josipa (20746)
- Kusić, Zvonko
- Lukinac, Ljerka
- Đaković, Nikola
Journal: Liječnički vjesnik
Volume: 115
Year: 1993
Pages: from 306 to 309
Number of references: 17
Language: hrvatski
Summary: The method for defining strategy for thyroid function
laboratory testing is presented in this study. In order to accomplish the
task an available software, Assiostant Professional, was used. The strategy
is generated by induction from routine data, using the method of minimizing
entropy. Each of 1002 patients was described by 15 attributes and thyroid
function status (euthyreosis, hyperthyreosis, hypothyreosis). Seventy per
cent of the patients were chosen at random for generating and 30% for
testing the strategy. The results is the decision tree or a set of decision
rules. Absolute prognostic accuracy is estimated to 90% and relative to
90.16%.
Keywords: laboratory diagnostics of thyroid disfunction, inductive learning systems
- Type of paper
: Paper in proceedings
Title: Inductive Learning as a Method for Medical Decision Making
- Authors:
- Deželić, Đuro (9623)
- Kern, Josipa (20746)
- Editors
- Adlassnig, K.-P.
- Grabner, G.
- Bengtsson, S.
- Hansen, R.
Proceedings title: Proceedings of the Tenth International Congress of EFMI
Language: engleski
Place: Berlin, Germany
Year: 1991
ISBN/ISSN: 3-540-50138-X
Pages: from 327 to 331
Meeting: Tenth International Congress of the European Federation of Medical Informatics, MIE 91
Held: from 08/19/91 to 08/22/91
Summary: A system for inductive learning is used in automatic
constructionof decision trees. The results and experience in its use in
thefield of rheumatology are presented. The decision trees have
beenobtained under different conditions, i.e. without and withpruning.
Variability of results has been noted and discussed. Itis concluded that
such decision trees could be a useful guide inclinical decisions.
Keywords: Inductive learning, Medical decision making, Experiments
- Type of paper
: Paper in proceedings
Title: An Information System for Health Monitoring in Small Areas
- Authors:
- Deželić, Đuro (9623)
- Deželić, Nada (9634)
- Hrastić-Novak, Lidija (153263)
- Novak, Darie
- Editors
- Lun, K.C.
- Degoulet, Patrice
- Piemme, Thomas E.
- Rienhoff, Otto
Proceedings title: Proceedings of the Seventh World Congress on Medical Informatics
Language: engleski
Place: Amsterdam, Netherlands
Year: 1992
ISBN/ISSN: 0 444 89668 6
Pages: from 332 to 337
Meeting: 7th World Congress on Medical Informatics, MEDINFO 92
Held: from 09/06/92 to 09/10/92
Summary: An information system for health monitoring (HMIS) in small
areashas been developed. HMIS should serve as a tool for communitymedicine
studies and as support for management, evaluation andplanning of health
provision. HMIS has been designed for use withstandard personal computers
linked to computer network, withdatabase implemented by using any of the
standard databasesoftware products for PC's. HMIS offers the possibility to
obtainmorbidity data in smaller areas of a larger community and issuitable
for expansion to other data relevant for health care.
Keywords: Small area analysis, Health information system
- Type of paper
: Paper in proceedings
Title: Analytical Module for Health Care Management Support
- Authors:
- Kern, Josipa (20746)
- Sonicki, Zdenko (191206)
- Hercigonja-Szekeres, Mira (201196)
- Bartolić, Ante
- Ivanković, Davor (17352)
- Vuletić, Silvije (54002)
- Editors
- Čerić, Vlatko
- Hljuz Dobrić, Vesna
Proceedings title: Proceedings of the 15th International Conference on ITI
Language: engleski
Place: Zagreb
Year: 1993
ISBN/ISSN: 1330-1012
Pages: from 321 to 325
Meeting: 15th International Conference "INFORMATION TECHNOLOGY INTERFACES"
Held: from 06/15/93 to 06/18/93
Summary: The system for data analysis for health care manager, as a
modulewhich can be attached to any health information system, has
beendeveloped. Three basic principles were followed: user-friendlyand
menu-driven approach, flexibility in selecting data anddefining indicators,
and calculations as well as estimationsbased on the statistical models for
changes. Cognitive mappingwas used as the method for problem formulation
and SAS softwarefor system design.
Keywords: Analytical modul, Health care information, Management
- Type of paper
: Paper in proceedings
Title: Neural Network - Inductive Cognition System for Laboratory
- Authors:
- Sonicki, Zdenko (191206)
- Kern, Josipa (20746)
- Kusić, Zvonko
- Vuletić, Silvije (54002)
- Editors
- Kern, Josipa (20746)
- Tonković, Stanko
- Hercigonja-Szekeres, Mira (201196)
- Golec, Branko
Proceedings title: MEDICINSKA INFORMATIKA 93, Zbornik radova 1. simpozija HDMI
Language: hrvatski
Place: Zagreb
Year: 1993
ISBN/ISSN: 1330-1799
Pages: from 167 to 172
Meeting: 1. simpozij Hrvatskog društva za medicinsku informatiku MEDICINSKA INFORMATIKA 93
Held: from 10/21/93 to 10/22/93
Summary: Two artificial neural network for laboratory evaluation
ofthyroid function were developed. One of them was trained by realexamples
consisted of laboratory test results, patient's age,gender, possible drug
therapy and thyroid function statediagnosis. The other network was trained
using empiricaldiagnostic rules produced by physician. Absolute
prognosticaccuracies were 90.4% and 88.2%, and relative ones 74.7%
and75.9%, respectively.
Keywords: Artificial neural network, Laboratory diagnosis
- Type of paper
: Paper in proceedings
Title: Possibilities and pitfalls in analysis of time series of
hospital data
- Authors:
- Ilakovac, Vesna (159093)
- Kern, Josipa (20746)
- Editors
- Kern, Josipa (20746)
- Tonković, Stanko
- Hercigonja-Szekeres, Mira (201196)
- Golec, Branko
Proceedings title: MEDICINSKA INFORMATIKA 93, Zbprnik radova 1. simpozija HDMI
Language: hrvatski
Place: Zagreb
Year: 1993
ISBN/ISSN: 1330-1799
Pages: from 59 to 64
Meeting: 1. simpozij Hrvatskog društva za medicinsku informatiku MEDICINSKA INFORMATIKA 93
Held: from 10/21/93 to 10/22/93
Summary: A lot of hospital data appears as time series. Including
the timecomponent in data analysis gives more opportunities for
follow-upand interpretation of events within the hospital. The
paperdescribes some of the methods of surveillance of the hospitaltime
series data and different outcomes from the same data set.
Keywords: Hospital data analysis, Time series
- Type of paper
: Paper in proceedings
Title: Recognition of Nutrition Pattern by using the SPAD.T
Package
- Authors:
- Hercigonja-Szekeres, Mira (201196)
- Kern, Josipa (20746)
- Sonicki, Zdenko (191206)
- Ivanković, Davor (17352)
- Vuletić, Silvije (54002)
- Editors
- Kalpić, Damir
- Hljuz Dobrić, Vesna
Proceedings title: 17th International Conference ITI '95
Language: engleski
Place: Zagreb
Year: 1995
ISBN/ISSN: 1330-1012
Pages: from 153 to 158
Meeting: 17th International Conference ITI '95
Held: from 06/13/95 to 06/16/95
Summary: Selected routines of SPAD.T were applied to make
recognition of nutrition pattern in a sample of examinees followed for a
one week. Input variables were sequences of words describing the food and
drinks. SPAD.T correspondence analysis method adapted to text analysis was
able to recognize differences in nutrition if they exist. Such an approach
could be applied to any pattern recognition based on enumeration of items.
Keywords: text analysis, correspondence analysis, SPAD.T
- Type of paper
: Paper in proceedings
Title: Modified ID3 algorithm - predicting the outcomes in
epidemiology
- Authors:
- Sonicki, Zdenko (191206)
- Kern, Josipa (20746)
Proceedings title: Proceedings od the 10th International Symposium on Biomedical Engineering '94
Language: engleski
Place: Zagreb
Year: 1994
ISBN/ISSN: 953-6037-06-8
Pages: from 109 to 111
Meeting: 10th International Symposium on Biomedical Engineering '94
Held: from 11/24/94 to 11/26/94
Summary: The epidemiological domain consists of 2684 subjects
examined in the period between 1970 and 1971, described by anamnestic and
laboratory data, blood pressure and variables presenting living habits. The
data on survival in 1990 (living or deceased) were used to make a
predictive class. The method based on Quinlan's ID3 algorithm was applied.
It uses Shannon's formula on information quantity needed for the subject
classification. After 10 runs with different training/testing splits, 70%
randomly chosen subjects for training set and 30% for test set, two
different decision trees with the age as a root were obtained. The absolute
predictive accuracy was 65.77% for the first decision tree, and 80.54% for
the second one, while relative predictive accuracy was 60.56% for the first
decision tree and 67.36% for the second one.
Keywords: ID3 algorithm, prediction in epidemiology
- Type of paper
: Paper in proceedings
Title: Classification of thyroid laboratory data based on
Assistand-algorithm and neural network methodology
- Authors:
- Sonicki, Zdenko (191206)
- Kern, Josipa (20746)
- Vuletić, Silvije (54002)
Proceedings title: Proceedings of the 16th International Conference on Information Technology Inter
Language: engleski
Place: Zagreb
Year: 1994
ISBN/ISSN: 1330-1012
Pages: from 171 to 175
Meeting: 16th International Conference ITI'94
Held: from 06/14/94 to 06/17/94
Summary: Results of two methodological approaches in the field of
thyroid function laboratory diagnostics - classification of patients
according to their attributes into predefined diagnostic groups are
compared. Absolute prognostic accuracy of Assistant-algorithm is 96%, and
relative prognostic accuracy is 90.16%. Absolute prognostic accuracy
achieved by backpropagation neural network is 90.4%, and relative
prognostic accuracy is 74.7%. It seems that the way of learning influenced
the final results.
Keywords: Assistant-algorithm, neural network, thyroid function state, accuracy
- Type of paper
: Paper in proceedings
Title: Data organization and analysis of informal conversation
interview by SPAD.T
- Authors:
- Hercigonja-Szekeres, Mira (201196)
- Kern, Josipa (20746)
- Sonicki, Zdenko (191206)
- Ivanković, Davor (17352)
- Vuletić, Silvije (54002)
- Editors
- Čerić, Vlatko
- Hljuz Dobrić, Vesna
Proceedings title: Proceedings of the 16th International Conference on Information Technologz Inter
Language: engleski
Place: Zagreb
Year: 1994
ISBN/ISSN: 1330-1012
Pages: from 417 to 422
Meeting: 16th International Conference ITI'94
Held: from 06/14/94 to 06/17/94
Summary: The statistical program for the analysis of text SPAD.T has
been presented as tool for analysing texts of informal conversation
interview. Some procedures of SPAD.T has been described and some of their
applications on free text.
Keywords: informal conversation interview, SPAD.T, textual data
- Type of paper
: Paper in proceedings
Title: An analysis of the length of stay in hospital
- Authors:
- Ilakovac, Vesna (159093)
- Kern, Josipa (20746)
- Editors
- Čerić, Vlatko
- Hljuz Dobrić, Vesna
Proceedings title: Proceedings of the 16th International Conference on Information Technology Inter
Language: engleski
Place: Zagreb
Year: 1994
ISBN/ISSN: 1330-1012
Pages: from 423 to 428
Meeting: 16th International Conference ITI'94
Held: from 06/14/94 to 06/17/94
Summary: A lot of dailz collected routine data in hospital appear as
time series. Including time component and methods of time series analysis
into analysis of hospital data gives more opportunities for follow up and
interpretation of events within the hospital. Visualization of selected
time series data is very efficient for presenting results of analysis to
persons with lack of statistical knowledge and gives prompt information
about pattern and behavior of observed phenomenon.
Keywords: time series, hospital data, visualization
- Type of paper
: Paper in proceedings
Title: Diagnostic modul of information system in laboratory for
thyroid disease
- Authors:
- Plasaj, Tomislav
- Sonicki, Zdenko (191206)
- Kern, Josipa (20746)
- Lukinac, Ljerka
- Kusić, Zvonko
- Editors
- Kern, Josipa (20746)
Proceedings title: Medicinska informatika 95, Zbornik radova 2. simpozija HDMI
Language: hrvatski
Place: Zagreb
Year: 1995
ISBN/ISSN: 1330-1799
Pages: from 31 to 35
Meeting: 2. simpozij Hrvatskog društva za medicinsku informatiku
Held: from 10/19/95 to 10/20/95
Summary: The article deals with design and development of diagnostic
module based on ID3 algorithm. The module was used in clinical laboratory
for making possible diagnosis on the basis of laboratory test results and
possible therapy which the patient uses. The implementation of the module
into existing IS of clinical laboratory for thyroid in Clinical Hospital
'Sestre Milosrdnice' is presented.
Keywords: thyroid, diagnostic module
- Type of paper
: Paper in proceedings
Title: Information on nutrition pattern - open or closed
questions?
- Authors:
- Hercigonja-Szekeres, Mira (201196)
- Kern, Josipa (20746)
- Ivanković, Davor (17352)
- Sonicki, Zdenko (191206)
- Vuletić, Silvije (54002)
- Editors
- Kern, Josipa (20746)
Proceedings title: Medicinska informatika 95, Zbornik radova 2. simpozija HDMI
Language: engleski
Place: Zagreb
Year: 1995
ISBN/ISSN: 1330-1799
Pages: from 73 to 76
Meeting: 2. simpozij Hrvatskog društva za medicinsku informatiku
Held: from 10/19/95 to 10/20/95
Summary: SPAD.T software package for lexical analysis was applied to
open and corresponding closed questionnaire. The correspondence analysis
was applied to both the sets for comparison. Conclusion is that both
approaches are good but the choice of closed or open queastions depends on
objctive of the interview. Closed questionnaire ipmlies that some
information, like that about dishes made up of several ingredients, are
lost.
Keywords: free text analysis, open questionnaire, loss of information, correspondence analysis
- Type of paper
: Paper in proceedings
Title: Experience and results in system dynamics modelling at
Andrija Štampar School of Public Health
- Authors:
- Božikov, Jadranka (81645)
- Deželić, Đuro (9623)
- Editors
- Kern, Josipa (20746)
Proceedings title: Medicinska informatika 95, Zbornik radova 2. simpozija HDMI
Language: engleski
Place: Zagreb
Year: 1995
ISBN/ISSN: 1330-1799
Pages: from 115 to 120
Meeting: 2. simpozij Hrvatskog društva za medicinsku informatiku
Held: from 10/19/95 to 10/20/95
Summary: Development of system dynamics methoda and software is
briefly outlined on the basis of own results and experience with the
applications in epidemiology and public health. The paper reviews
achievements made in system dynamics modelling within research projects at
A. Štampar School of Public Health regarding both, models developed and
advances made in modelling methods and techniques.
Keywords: simulation modelling, system dynamics, software, disease dynamics
- Type of paper
: Summary in proceedings
Title: Text as Data for Statistical Analysis
- Authors:
- Hercigonja-Szekeres, Mira (201196)
- Kern, Josipa (20746)
- Ivanković, Davor (17352)
- Sonicki, Zdenko (191206)
- Vuletić, Silvije (54002)
Proceedings title: Int. Conference on Statistical Theory and Application - Abstracts
Language: engleski
Year: 1995
Pages: from 24 to 25
Held: from 09/13/95 to 09/13/95
Summary: Possibilities of free text analysis have been presented.
Free text is consisted of words, so called graphical forms grouped into
segments. As a series of graphical forms, free text is independent on
language. Besides of enumeration of graphical forms and index of
heterogenety, it is possible to get neighbourhood of certain graphical
form, characteristic graphical forms in relation to nominal variates joined
to entities generating the text, and, applying the correspondence analysis,
relation between entities and text they generated.
Keywords: free text, statistical analysis
- Type of paper
: M.A.
Title: Inductive learning methods in medical decision making and
predicting
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Author: SONICKI ZDENKO
Date of defense: 07/14/94
Language: hrvatski
Number of pages: 85
Summary: Two methodologies (adapted ID3 algorithm, neural network)
have been applied to two domains (clinical and epidemiological), aiming to
find out their applicability in real medical domains, and their good and
bad sides. Result is that medical reality, having at least one
contradictory example, is the problem for teaching the neural network.
Taking into account empirical rules for teaching the neural network,
results are (good but) consistently worse than those given by (adapted) ID3
algorithm. Regarding the domains, it was shown that less predictable
domains to human are less predictable to both (adapted) ID3 and neural
network.
Keywords: adapted ID3 algorithm, neural network, medicine, prediction, classification
- Type of paper
: Mentorship
Title: Inductive learning methods in medical decision making and
predicting
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Mentor: KERN JOSIPA
Date of defense: 07/14/94
Number of pages: 85
Author: Sonicki Zdenko
Degree level: M.A.
- Type of paper
: Mentorship
Title: Resemblance in quantitative characteristics between
parents and offspring
Faculty: Prorodoslovno-matematički fakultet Sveučilište u Zagrebu
Mentor: KERN JOSIPA
Date of defense: 04/20/94
Number of pages: 115
Author: Smoljanović Lada
Degree level: M.A.
- Type of paper
: Mentorship
Title: Genealogical model of analysis of epidemiological data
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Mentor: KERN JOSIPA
Date of defense: 06/08/95
Number of pages: 162
Author: Kujundžić Dr.med. Mirjana
Degree level: M.A.
- Type of paper
: Mentorship
Title: Biomathematical simulation of rubella. Value and
application
Faculty: Prorodoslovno-matematički fakultet Sveučilište u Zagrebu
Mentor: VULETIĆ SILVIJE
Date of defense: 04/07/95
Number of pages: 79
Author: Jazbec Anamarija
Degree level: M.A.
- Type of paper
: Mentorship
Title: Model of information system for continuous epidemiological
research based on small area analysis
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Mentor: DEŽELIĆ ĐURO
Date of defense: 09/29/94
Number of pages: 106
Author: Erceg dr.med. Marijan
Degree level: M.A.
- Type of paper
: Mentorship
Title: Model of structuring the medical data in integrated
hospital information system
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Mentor: DEŽELIĆ ĐURO
Date of defense: 12/02/94
Number of pages: 204
Author: Lovrek Višnja
Degree level: Ph.D.
- Type of paper
: Mentorship
Title: Analysis of information flow in the field of clinical
pathology and related problems of information subsystem design
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Mentor: DEŽELIĆ ĐURO
Date of defense: 05/04/92
Number of pages: 63
Author: Petrovečki Vedrana
Degree level: M.A.
- Type of paper
: Mentorship
Title: Laboratory information subsystem in the health centre and
its role in primary health care promotion
Faculty: Medicinski fakultet Sveučilište u Zagrebu
Mentor: DEŽELIĆ ĐURO
Date of defense: 07/14/95
Number of pages: 137
Author: Šurija Nevenka
Degree level: M.A.
- Type of paper
: Survey/Study
Title: Model of Epidemiological Analysis of the City of Zagreb
- Authors:
- Deželić, Đuro (9623)
Ordering party: APO - Agencija za posebni otpad, d.o.o.
Institution depot: APO - Agencija za posebni otpad, d.o.o.
Year: 1992
Number of pages: 13
Language: engleski
Summary: The model is based on data about groups of disease
diagnoseswhich can be caused by polluted environment. Data are related
onthe Zagreb area and for Zagreb alone, devided into 10 subregions,former
municipalities, and organized into database. The mappingprogram has been
written in Turbo Pascal 6.0 language. All thedata can be presented in
graphic mode and compared byusing statistical test.
Keywords: Epidemiological analysis of urban area, Health environmental geographical information system
- Type of paper
: Survey/Study
Title: Developing Model of Epidemiological analysis of the City
of Zagreb
- Authors:
- Kern, Josipa (20746)
- Racz, Aleksandar
- Hrastić-Novak, Lidija (153263)
- Novak, Darie
- Ivanković, Davor (17352)
- Vuletić, Silvije (54002)
- Deželić, Đuro (9623)
- Deželić, Nada (9634)
Ordering party: APO - Agencija za posebni otpad, d.o.o.
Institution depot: APO - Agencija za posebni otpad, d.o.o.
Year: 1993
Number of pages: 35
Language: engleski
Summary: In the problem of linking the health condition and the
potentialenvironmental effects, the analysis of "small areas" was
appliedthrough the geographic database of population census data,
healthservices data and data on measured values of certain airpollution
factors. This model presents the data in spacial way,by using GIS approach,
and mapping overlapping as a method forvisualization of both environmental
hazards and health risks.
Keywords: Epidemiological analysis of urban area, Health environmental geographical information system
- Type of paper
: Invited lecture
Title: Telematics as a support for better communication in health
care
Institution: Hrvatsko društvo za medicinsku informatiku
Year: 1995
