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1.
Comput Biol Med ; 44: 88-96, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24377692

ABSTRACT

The care processes of healthcare providers are typically considered as human-centric, flexible, evolving, complex and multi-disciplinary. Consequently, acquiring an insight in the dynamics of these care processes can be an arduous task. A novel event log based approach for extracting valuable medical and organizational information on past executions of the care processes is presented in this study. Care processes are analyzed with the help of a preferential set of process mining techniques in order to discover recurring patterns, analyze and characterize process variants and identify adverse medical events.


Subject(s)
Delivery of Health Care , Genital Diseases, Female/therapy , Models, Theoretical , Neoplasms/therapy , Female , Humans
2.
Brachytherapy ; 10(5): 363-8, 2011.
Article in English | MEDLINE | ID: mdl-21296032

ABSTRACT

PURPOSE: Relatively little is known about available resources and patterns of practice for brachytherapy (BT) in Latin America. To rectify this situation, we performed a patterns-of-care survey whose aim was to assess the human and material resources available for BT in Latin America and document current clinical practices. METHODS AND MATERIALS: A total of 392 radiotherapy (RT) centers located in 17 Latin American countries were asked to complete an online survey that included detailed questions about BT practices, facilities, and staffing. The study was coordinated through central offices located in Spain and Peru. National coordinators were appointed to manage the survey in each individual country. RESULTS: Overall, 77 of the 392 institutions (20%) completed the questionnaire. Of the 14 countries with at least one response, the participation rate was 35% (77 of 223 RT centers). The average number of patients (RT+BT) per center was 917. The mean number of BT patients per center increased by 46% (from 105 to 153 patients) from 2002 to 2007. Gynecologic localizations (endometrium, cervix, and vagina) accounted for 95% of treatments, and the uterine cervix was the most common tumor site (75% of all treatments). CONCLUSIONS: In Latin America, BT is most commonly used to treat gynecologic tumors, particularly of the cervix. Relatively few interventions were performed for breast and prostate. This was the first study of its kind in this region and should be repeated periodically.


Subject(s)
Brachytherapy/statistics & numerical data , Genital Neoplasms, Female/radiotherapy , Female , Health Care Surveys , Humans , Latin America , Personnel Staffing and Scheduling , Workload
3.
Radiother Oncol ; 97(3): 514-20, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20950878

ABSTRACT

OBJECTIVE: This descriptive survey evaluated brachytherapy (BT) practices and resources in the European area. This was a follow-up study to the original patterns of care for brachytherapy in Europe (PCBE). MATERIALS AND METHODS: A total of 1121 radiotherapy (RT) centres from 41 countries were asked to complete an online questionnaire on BT practices and resources. Countries with fewer than 50% of centres responding were excluded. Participating countries were divided into three groups based on gross domestic product (GDP); group I contained the countries with the highest GDP. RESULTS: The response rate was 56% (633/1121 centres) with 30/41 countries (73%) meeting the inclusion criteria. Sixty percent of reporting centres provided brachytherapy. Responding centres treated an average of 138 (±10, 1 SD) patients with BT; in group I, the mean was 110/centre, an increase of 18% from 2002. CT-dosimetry increased to 61% of centres vs. 33% in 2002. HDR (high-dose rate) BT was the most commonly reported technique (65% of centres). Most BT interventions were for gynaecological tumors (59% of all cases), followed by prostate (17%), breast (9%), lung/bronchus (3%), and esophagus tumors(2%). CONCLUSION: Gynaecological BT remains the most common application, although both prostate and breast BT have increased. CT-based dosimetry has become increasingly common since 2002. The use of HDR and PDR (pulsed-dose rate) techniques has increased markedly, while both LDR and MDR (medium-dose rate) have declined.


Subject(s)
Brachytherapy/statistics & numerical data , Breast Neoplasms/radiotherapy , Cancer Care Facilities/statistics & numerical data , Data Collection , Europe , Female , Genital Neoplasms, Female/radiotherapy , Guideline Adherence/statistics & numerical data , Humans , Male , Neoplasms/radiotherapy , Prostatic Neoplasms/radiotherapy , Radiotherapy Dosage
4.
Radiother Oncol ; 82(1): 50-4, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17150270

ABSTRACT

BACKGROUND AND PURPOSE: The Patterns of Care for Brachytherapy in Europe (PCBE) study is aimed at establishing a detailed information system on brachytherapy throughout Europe. MATERIALS AND METHODS: The questionnaire was web-based and the analysis used data from each radiotherapy department with brachytherapy. There were three groups: Group I with 19 countries (15 initial European Community (EC) countries plus Iceland, Monaco, Norway and Switzerland -EC+4-), Group II with 10 countries (New European Community countries -NEC-) and Group III with 14 countries (Other European Countries -OEC-). RESULTS: In the European area there are 36 of 43 countries (85%) which achieved data collection from at least 50% of centres, and were included in the analysis. The tumour site that had the largest number of treated patients was gynaecological tumours. Several variations have been found in the mean number of patients treated per consultant radiation oncologist and physicist; and in the proportion of brachytherapy patients with gynaecology, prostate and breast tumours, by country and by European area. The provided data showed that the average number of brachytherapy patients per centre increased by 10% between 1997 and 2002. CONCLUSIONS: A European wide evaluation of brachytherapy practice using a web-based questionnaire is feasible and that there is considerable variation in both patterns of practice and available resources.


Subject(s)
Brachytherapy/statistics & numerical data , Neoplasms/radiotherapy , Radiology Department, Hospital/statistics & numerical data , Brachytherapy/methods , Europe , Health Care Surveys/methods , Humans , Internet , Neoplasms/epidemiology , Surveys and Questionnaires
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