Evaluation of a second opinion system in radiology*
|
|
|
- Shannon Hall
- 10 years ago
- Views:
Transcription
1 Original Article Artigo Original Evaluation of a second opinion system in radiology Evaluation of a second opinion system in radiology* Avaliação de um sistema de segunda opinião em radiologia Ricardo Alfredo Quintano Neira 1, Andrea Puchnick 2, Frederico Molina Cohrs 3, Paulo Roberto de Lima Lopes 4, Henrique Manoel Lederman 5, Ivan Torres Pisa 6 Abstract Resumo OBJECTIVE: A second medical opinion can aid in the investigation of a health problem as well as in the definition of the therapeutic approach. The present study is aimed at demonstrating a process of second medical opinion by means of a web-based multispecialty system adapted for radiology. MATERIALS AND METHODS: The system was utilized by 49 residents at Universidade Federal de São Paulo, Brazil, who gave their medical opinion on 52 second opinion requests. Questionnaires were utilized as an evaluation tool. RESULTS: A total of 1704 medical second opinions were evaluated and 514 (29.1%) of them were defined as satisfactory. In 64.4% of cases, the answers of the questionnaires indicated that the images quality did not affect the diagnosis. On average, 6 minutes and 26 seconds was the time required to issue a remote second medical opinion. CONCLUSION: A process of second medical opinion by means of a web-based multispecialty system adapted for radiology has shown to be an excellent tool in the management of therapeutic approaches. Keywords: Telemedicine; Remote consultation; Referral and consultation; Radiology; Imaging diagnosis. OBJETIVO: A segunda opinião médica pode auxiliar no processo de investigação do problema de saúde de um paciente e na definição da conduta terapêutica. Este trabalho tem por objetivo demonstrar um processo de segunda opinião médica por meio de um sistema web multiespecialidades adaptado para a radiologia. MATERIAIS E MÉTODOS: O sistema foi utilizado por 49 médicos residentes da Universidade Federal de São Paulo, os quais responderam a 52 solicitações de segunda opinião. Como instrumentos de avaliação foram utilizados questionários. RESULTADOS: Foram avaliadas respostas de segunda opinião. Deste total, 514 (29,1%) foram definidas como satisfatórias. Em 64,4% as respostas dos questionários indicaram que a qualidade das imagens não comprometeu o diagnóstico. O tempo médio para emitir a segunda opinião remota foi de 6 minutos e 26 segundos. CONCLUSÃO: O processo de segunda opinião médica realizado por intermédio de um sistema web multiespecialidades ajustado para a radiologia pode ser uma excelente ferramenta para o manejo das condutas médicas. Unitermos: Telemedicina; Consulta remota; Referência e consulta; Radiologia; Diagnóstico por imagem. Neira RAQ, Puchnick A, Cohrs FM, Lopes PRL, Lederman HM, Pisa IT. Evaluation of a second opinion system in radiology. Radiol Bras. 2010;43(3): INTRODUCTION The exchange of clinical information among healthcare professionals may provide improved clinical effectiveness, better assistance quality and cost reduction. * Study developed at Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil. 1. Master of IT in Health, Architect in Health at Zilics Sistemas de Informação em Saúde, São Paulo, SP, Brazil. 2. Specialist in Graphic Computing, Coordinator for Pedagogical Support and Support to Research for Residency and Post- Graduation at Department of Imaging Diagnosis Universidade 3. Specialist in Services Marketing, Student of the Program of Post-graduation in Collective Health Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil. 4. Master in Nuclear Engineering, Coordinator for the Division of Telemedicine Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil. 5. Titular Professor, Vice Head of the Division of Imaging Diagnosis in Pediatrics, Department of Imaging Diagnosis Universidade 6. PhD, Associate Professor, Department of IT in Health Universidade Telemedicine has been utilized as a relevant tool in this context (1). One of the ways to practice telemedicine is to seek a second medical opinion, which consists of searching for advices and medical information from a remotely located professional. The second opinion may be of assistance in the process of investigation on a patient s health problem and in the definition of the therapeutic approach. In radiology, the use of a second opinion system involves the need of evaluating medical images, and for that reason, one must assure that the images utilized in the second opinion process present an appropriate quality (2,3). Mailing address: Dr. Ivan Torres Pisa. Departamento de Informática em Saúde, Unifesp. Rua Botucatu, 862, Vila Clementino. São Paulo, SP, Brazil, [email protected] Received vember 19, Accepted after revision March 3, In Brazil, experiments with remote second medical opinion have been reported, as in the case of Hospital Sírio-Libanês, which has developed a joint project with the Memorial Sloan-Kettering Cancer Center from New York and BH-Telessaúde, with telemedicine activities in the areas of medicine, nursing and odontology (4,5). The present study is aimed at describing a second medical opinion process by means of the use of a web-based multispecialty system adapted for radiology. MATERIALS AND METHODS In the present study, the requesting physician is defined as the one who asks for the second medical opinion while the physician providing the second opinion is the radiologist. rmally, the requesting phy Colégio Brasileiro de Radiologia e Diagnóstico por Imagem 179
2 Neira RAQ et al. sician is the one who is directly providing assistance to the patient. A system for second medical opinion named Asynchronous Telemedicine System (ATS) (6) was developed at the Information Technology on Health Department (ITHD) of Universidade Federal de São Paulo (Unifesp). The web-based ATS was built with open software technologies (Java language, MySQL database) and is available at /sta. The system allows the requesting physician to post his doubts and medical files, such as images and clinical data on the patient to radiologists, in order to obtain a second opinion. The responses received from the radiologists may help the requesting physician in the investigation of the problem as well as in the definition of the therapeutic approach for that particular patient. Figures 1 and 2 show the interface screens of the ATS. The system presents the following functionalities: remote request for a second opinion; confidentiality on patient s data; attachment of medical files in the DOC, PDF, JPEG, TIFF and DICOM formats; conversion of DICOM and TIFF image files into JPEG format in order to facilitate the images visualization with any web browser without the need to install special softwares; discussion of the clinical case with all participating physicians; and storage and user friendly search for all the previously requested remote second opinions. Each medical specialty requires a baseline and exclusive set of information for a remote consultation. For example, dermatology will probably require information on skin tone, photographs, etc., while radiography requires digital images and description of the patient s clinical status. Thus ATS was created to support multiple specialties, allowing the customization of second opinion request forms in accordance with the needs of each specialty, without the need to resource to costly implementations. An experiment with the ATS was developed between vember and December of 2008, to evaluate a remote second opinion process in radiology. Such process was developed by the researchers, and validated by a specialist in radiology of the Department of Imaging Diagnosis (DID) and adjusted to the ATS. Figure 1. Web page displaying the working panel of the consultant physician on the ATS. Figure 2. Part of the web page displaying the second medical opinion request form on the ATS. The evaluation was performed in two groups. The first group comprised of radiologists, and the second group comprised of residents. The evaluation of the first group did not generate valid results, due to the lack of interest of the physicians. The second group had the participation of 49 residents of the DID, that played the role of radiologists. The participants ages ranged from 24 to 30 years, and 19 were in their first year of residency, 15 were in the second year of residency, 14 were in their third year and one was in the fourth year of residence. Fifty-two second opinion requests for cases selected by a DID radiologist were posted. All the posts presented the description of the clinical status, with only one mentioning the patient s gender, and 3 mentioning the patients ages. Questionnaires were utilized as an evaluation tool, covering information on the previous knowledge on the system, on the request, users opinion and satisfaction with the system, as well as analysis of data generated by the use of the system. The defined process for second opinion request utilizes an appropriate form for the radiology specialty. Figure 3 demonstrates the process of second medical opinion request utilizing the developed system. The requesting physician may request a second opinion in case of doubt on the diagnosis for his/her patient. For this purpose, the physician fills out the request form in the system, providing data on the patient, consultation information and reason for the 180
3 Evaluation of a second opinion system in radiology request (step 1). Then, the system notifies the radiologist that a new request for a medical opinion has been entered (step 2). The radiologist evaluates the request, verifying whether it comprises all the relevant data in order to provide his opinion. Whenever necessary, the radiologist may contact the requesting physician by means of the system, to ask for additional data on the case in order to complement the request (steps 3, 4, 5 and 6). With all the necessary information available, the radiologist issues his opinion through the system to the requesting physician (step 7). The system notifies the requesting physician that the request has a new opinion (step 8). Finally, the requesting physician indicates the recommended approach for that particular patient (step 9). The success of a second medical opinion depends upon the accuracy of the relevant information provided by the requesting physician to the radiologist (7). This is facilitated by the questionnaires developed by the radiologist that indicate which information is essential for the diagnosis. In the present study, the term request form was utilized to represent such questionnaires. Table 1 presents the details of the attributes comprising the request form. Patient s demographic data were based on the ISO Provider Identification (8) standard. RESULTS All the second opinions issued by the physicians participating in the experiment were categorized by a radiologist. The fol- Figure 3. Diagram of the second medical opinion request process with the use of the ATS. lowing criteria were adopted for the analysis: the responses from physicians that answered to less than half of the second opinion requests (26 requests) were not categorized; responses from physicians not belonging to Unifesp (total of six physicians) were not categorized; the responses were categorized as satisfactory or unsatisfactory; the response was categorized as satisfactory when it presented an appropriate diagnosis for the case described in the request; if the response did not present a medical opinion, it was categorized as unsatisfactory. A total of 1,704 responses given by 34 physicians were evaluated. Of this total, 514 (29.1%) responses were defined as satisfactory. With regards to the complexity of each request, the physicians informed on whether the requests were simple or complex. Of the 1,704 responses, 630 (37.5%) indicated that the responding physician considered the request as simple, while 953 (55.9%) were considered as complex. In 112 responses there were no comments regarding this topic. The physicians participating in the experiment also informed the level of certainty on their opinions, by informing certainty < 75% or certainty > 75% on their diagnosis. Of the 1,704 responses, 703 (43.0%) indicated that the responding physicians indicated certainty > 75% on their diagnosis, 864 (50.7%) indicated certainty < 75%, and 107 (6.3%) did not respond to this topic. The response time to issue a medical second opinion corresponds to the time Table 1 Attributes of the second medical opinion request form in radiology. Attribute Description Type* Size Mandatory Patient s identification Patient s name Date of birth Age Weight Height Gender Clinical status Diagnostic hypothesis Reason Medical files Description of medical files Patient s identification code (ex: patient s record number) Patient s full name Patient s date of birth Patient s age Patient s weight Patient s height Patient s sex (M/F non-identified, non-determined) Clinical status described by the requesting physician Diagnostic hypothesis from the requesting physician Reason for second opinion request DICOM, DOC, PDF, JPEG and TIFF files Description/doubt for each medical file Date Digital file Up to 10 files 200 * Identifies type of attribute s variable that can be:, which combines letters and numbers; numeric, which accepts only numbers; and date, which accepts temporal dates. Indicates the number of characters for the field. Indicates whether the field is mandatory or not. 181
4 Neira RAQ et al. required by the radiologist to read, analyze, study and issue the second opinion. For the definition of such time, the adopted criterion was that of the physician issuing his opinion while logged in the system, thus being able to observe data on the requests and medical images in detail. Thus, the total access time for all the physicians on the system was considered (202 hours and 54 minutes, corresponding to approximately eight days) and divided by the total number of responses with a second opinion (n = 1,891). The mean response time was six minutes and 26 seconds. Such time is close to the time spent in the generation of traditional reports based on paper, which is six minutes and 48 seconds (9). With respect to radiological images, a comparison between images presented on the second medical opinion requests on the ATS and radiological images that a radiologist observes on his daily activities, 65% of the responses to the questionnaires indicate that there is a loss in quality of the radiological images, although 64.4% indicated that the quality did not compromise the diagnosis. It is important to note the fact that all the second medical opinion requests presented only JPEG and TIFF image files, and that in accordance with the Resolution dated of January 15, 2009, of Conselho Federal de Medicina (Federal Council of Medicine) (10), the transmission of radiological images must be performed with JPEG images files with a minimum resolution of 4 megapixels or DICOM image files (varying according to the level of the image study performed). Among the responses, 38.2% indicated the need to add further resources such as magnification (zoom), brightness and contrast settings to the ATS to aid in the analysis of images. The evaluation on user satisfaction with the system indicated that the ATS is easy to use (mean grade = 87.8%) and to be assimilated for use (mean grade = 95.6%). Some improvements were suggested, for example, reinforcing the indications to the user on how the system is operating, make the error messages more clear and direct, and design screens that take the user experience level into consideration. During the experiment, one of the difficulties observed was the capture of images from the radiological system and their entry into the ATS. The image files should be exported to a temporary folder prior to be entered into the ATS. This also occurred with the patient s data and consultation information, which had to be copied from the electronic records. A lot of difficulty was observed with the physicians in this process. It was also observed that the residents failed to complete the step in the request process in which the radiologist asks the requesting physician to complement the information on the clinical case. Some requests presented insufficient data to support an opinion, and even so the radiologists provided their second opinion. In the questionnaires, the physicians indicated the missing data on the requests, which were most critical for the second opinion elaboration. Table 2 shows such results. Table 2 Clinical data indicated by radiologists as necessary but missing on the request forms. Clinical data Clinical history Patient s age Radiological images Doubts from requesting physician Images with appropriate quality Images description Anatomical site Patient s gender DISCUSSION Rate 29.6% 17.4% 6.1% 4.8% 4.3% 3.9% 3.5% 3.0% The success of a medical second opinion depends upon the remittance of relevant data from the requesting physician to the radiologist (7). The use of second opinion request forms may minimize the problem of incomplete or unnecessary data forwarding to the radiologist and, as a consequence, may speed up the request response time. By analyzing the radiologists responses, one observed the use of terms with multiple meanings that are strongly dependent on the context, for example the word history, which might mean the history of the current disease, previous disease history, family history or clinical history. In telemedicine, the utilization of ambiguous or appropriate terms may negatively affect the text interpretation (11), when one considers that the involved physicians had different education and experiences and thus may ignore the meanings intended by the colleagues. Based on such results, it is suggested that the quality committees or councils standardize the terminology utilized in the remote collaboration based on current nomenclature systems, such as the International Classification of Diseases (ICD), the Systematized menclature of Medicine (SNOMED) and the Logical Observation Identifiers Names and Codes (LOINC). The cost of developing telemedicine systems, as with any other system in the field of health, is usually high as such systems comprise clinical knowledge, data security, interoperability with other systems and implementation costs. It is believed that in the medium/long term the investment will return with the reduction of other costs, such as costs of health staff and patients transportation. The continued utilization of digital telemedicine systems for a second medical opinion will have greater chances of being adopted with the implementation of interoperability between health systems. Thus, the health professional will not need to manually copy clinical data from one system to another. In order to facilitate such process, it will be necessary to develop standardized communication protocols between systems. A suggestion for such protocol is the Clinical Document Architecture (CDA) R2 (12) of HL7 v3 (13) standard that is currently utilized by Secretaria Municipal de Saúde de São Paulo (SMS-SP) (Municipal Health Department of the City of São Paulo) to automate the process of the Serviço Auxiliar de Diagnóstico e Terapia (SADT) (Auxiliary Services for Diagnosis and Therapy) (14). The HL7-CDA is an electronic documentation standard that specifies the structure and semantics of clinical documents for the purpose of data transfer. The system model utilized in the present study allows digital medical communities to be created. Thus, the health assistance of specialized physicians can be extended from reference centers to underserved communities. Such digital communities may be public, in such a manner that physicians provide pro-bono collaboration, similarly 182
5 Evaluation of a second opinion system in radiology to Orkut, Facebook, Twitter (15 17), or private. As a prospect for research in the area, it is important to define an organizational process for the utilization of second opinion systems. The system and the process must be studied on a running system basis to evaluate its practicity and usefulness. CONCLUSION The second medical opinion process by means of a web-based multispecialty system adapted for radiology may be an excellent tool in the management of clinical and therapeutic approaches. However, it is important to establish a well defined workflow with the cooperation of all involved professionals. The success of a second medical opinion depends on the transference of relevant and complete data. REFERENCES 1. bre LF, von Wangenheim A, Maia RS, et al. Certificação digital de exames em telerradiologia: um alerta necessário. Radiol Bras. 2007;40: Della Mea V. Prerecorded telemedicine. In: Wootton R, Craig J, Patterson V, editors. Introduction to telemedicine. London, UK: The Royal Society of Medicine Press Ltd; p Lima CMAO, Monteiro AMV, Ribeiro EB, et al. Videoconferências. Sistematização e experiências em telemedicina. Radiol Bras. 2007;40: Neira RAQ, Zavitoski LG, Lopes PRL, et al. Brazilian telemedicine networks. In: Proceedings of the First International Conference on Health Informatics, HEALTHINF. 2008;1: Funchal, Madeira, Portugal, January 28 31, Santos AF, Souza C, Alves HJ, et al. Telessaúde um instrumento de suporte assistencial e educação permanente. Belo Horizonte, MG: Editora UFMG; Neira RAQ. Construção e avaliação de sistema de segunda opinião médica em radiologia [dissertação de mestrado]. São Paulo: Universidade Federal de São Paulo; Ferguson J. How to do a telemedicine consultation. In: Wootton R, Craig J, Patterson V, editors. Introduction to telemedicine. London, UK: The Royal Society of Medicine Press Ltd; p International Organization for Standardization (ISO). ISO/TS 22220:2009, Health informatics identification of subjects of health care. Geneva, Switzerland; [acessado em 15 de novembro de 2009]. Disponível em: catalogue_detail.htm?csnumber= Ferreira DM. Comparação dos tempos de geração e digitação de laudos radiológicos entre um sistema eletrônico baseado em voz sobre IP (VOIP) e um sistema tradicional baseado em papel [dissertação de mestrado]. São Paulo: Universidade Federal de São Paulo; Conselho Federal de Medicina. Resolução CFM nº [acessado em 15 de novembro de 2009]. Disponível em: library/modulos/legislacao/versao_ impressao.php?id= Bacelar S, Galvão CC, Alves E, et al. Expressões médicas: falhas e acertos. Rev Bras Cir Cardiovasc. 2003;18:iii-xii. 12. Dolin RH, Alschuler L, Boyer S, et al. HL7 Clinical Document Architecture, Release 2.0. [acessado em 15 de novembro de 2009]. Disponível em: R2_rmativeWebEdition/infrastructure/cda/ cda.htm 13. HL7 Version 3. Miami, FL, EUA: Health Level Seven, Inc; [acessado em 15 de novembro de 2009]. Disponível em: v3ballot/html/welcome/environment/ 14. Cuellas ACMM, Neira RAQ, Leão BF, et al. Integração de sistemas laboratoriais na SMS-SP. In: XI Congresso Brasileiro de Informática em Saúde, [acessado em 15 de novembro de 2009]. Disponível em: arquivos/1028.pdf 15. Orkut, [acessado em 7 de fevereiro de 2010]. Disponível em: Facebook, [acessado em 7 de fevereiro de 2010]. Disponível em: Twitter, [acessado em 7 de fevereiro de 2010]. Disponível em: 183
The International classification for nursing practice: Participation of Brazilian Nurses in the Project of the International Council of Nurses*
Palestra The International classification for nursing practice: Participation of Brazilian Nurses in the Project of the International Council of Nurses* Classificação Internacional para a Prática de Enfermagem:
How To Test The Quality Of A Radiography Display
Quality control ORIGINAL of diagnostic ARTICLEdisplays Display quality control based on luminance measurements in post-processing units at imaging diagnosis centers * Controle de qualidade de monitores
ehr Sharable Data Vicky Fung Senior Health Informatician ehr Information Standards Office
ehr Sharable Data Vicky Fung Senior Health Informatician ehr Information Standards Office ehr - Vision DH HA epr Private Private Hospit als Hospitals EHR Repository Access Portal CMS onramp PPP Clinics
Digitization ORIGINAL of X-ray films ARTICLE with image stitching
Digitization ORIGINAL of X-ray films ARTICLE with image stitching Digitalization of X-ray films with image stitching * Digitalização de filmes radiográficos com costura de imagens Jaime Grande Vela 1,
Shared Services Ministry of Health, Portugal. Henrique Martins, MD PhD. CEO of SPMS EPE www.spms.min-saude.pt
Shared Services Ministry of Health, Portugal Henrique Martins, MD PhD CEO of SPMS EPE www.spms.min-saude.pt 2014 SPMS Serviços Partilhados do Ministério da Saúde, EPE Direitos reservados 1 Interoperabilidade
Endnote Web tutorial for BJCVS/RBCCV
Oliveira MAB, SPECIAL et al. - Endnote ARTICLE Web tutorial for BJCVS/RBCCV Endnote Web tutorial for BJCVS/RBCCV Tutorial do Endnote Web para o BJCVS/RBCCV Marcos Aurélio Barboza de Oliveira 1, MD, PhD;
How the decision making process is made in Radiology: a TA C lapproach
III PhD Conference on Technology Assessment How the decision making process is made in Radiology: a TA C lapproach i c k to e d i t c o m p a n y s l o g a n. Maria João Maia FCT / UNL Superviosor: Prof.
HARVESTING AND WOOD TRANSPORT PLANNING WITH SNAP III PROGRAM (Scheduling and Network Analysis Program) IN A PINE PLANTATION IN SOUTHEAST BRAZIL 1
Harvesting and Wood Transport Planning with SNAP III... 831 HARVESTING AND WOOD TRANSPORT PLANNING WITH SNAP III PROGRAM (Scheduling and Network Analysis Program) IN A PINE PLANTATION IN SOUTHEAST BRAZIL
Evaluation of the image quality in computed tomography: different phantoms
Artigo Original Revista Brasileira de Física Médica.2011;5(1):67-72. Evaluation of the image quality in computed tomography: different phantoms Avaliação da qualidade de imagem na tomografia computadorizada:
BRADEN SCALE: THE RESPONSIBILITY OF NURSES IN THE PROMOTION OF PATIENT SAFETY 1
BRADEN SCALE: THE RESPONSIBILITY OF NURSES IN THE PROMOTION OF PATIENT SAFETY 1 FERREIRA, Emanuelli Mancio 2 ; MAGNAGO, Tânia Solange Bosi de Souza 3 ; CERON, Marinez Diniz 4 ; PASA, Thiana Sebben 5 ;
Health Care Information System Standards
Health Care Information System Standards 1 Standards Development Process Four Methods (Hammond & Cimino, 2001) Ad hoc no formal adoption process De facto vendor or other has a very large segment of the
Teledermatology: an experience in Tucumán
Teledermatology: an experience in Tucumán V. I. Rotger1, P. F. Solarz2, L. M. Ruiz2,3, A. Salas2, M. C. García Mena, J. M. Olivera1 1 Departamento de Bioingeniería, Fac. de Cs Exactas y Tecnología, Universidad
An On-Line Medical Imaging Management for Shared Research in the Web using Pattern Features
An On-Line Medical Imaging Management for Shared Research in the Web using Pattern Features Gustavo Molitor Porcides [email protected] Terumi Kamada [email protected] Gilson Antonio Giraldi National
HYBRID INTELLIGENT SUITE FOR DECISION SUPPORT IN SUGARCANE HARVEST
HYBRID INTELLIGENT SUITE FOR DECISION SUPPORT IN SUGARCANE HARVEST FLÁVIO ROSENDO DA SILVA OLIVEIRA 1 DIOGO FERREIRA PACHECO 2 FERNANDO BUARQUE DE LIMA NETO 3 ABSTRACT: This paper presents a hybrid approach
Documentation system prototype for postpartum nursing
Original Article Documentation system prototype for postpartum nursing Protótipo de sistema de documentação em enfermagem no puerpério Regina Célia Sales Santos Veríssimo 1 Heimar de Fátima Marin 2 Keywords
PERFORMANCE EVALUATION OF THE REFERENCE SYSTEM FOR CALIBRATION OF IPEN ACTIVIMETERS
2011 International Nuclear Atlantic Conference - INAC 2011 Belo Horizonte,MG, Brazil, October 24-28, 2011 ASSOCIAÇÃO BRASILEIRA DE ENERGIA NUCLEAR - ABEN ISBN: 978-85-99141-04-5 PERFORMANCE EVALUATION
MATERIALS AND METHODS
Periodontics Braz Oral Res 2006;20(2):167-71 Orthodontics A computerized system to conduct the Tweed-Merrifield analysis in orthodontics Sistema computadorizado para conduzir a análise de Tweed- Merrifield
CRM: customer relationship management: o revolucionário marketing de relacionamento com o cliente P
CRM: customer relationship management: o revolucionário marketing de relacionamento com o cliente Download: CRM: customer relationship management: o revolucionário marketing de relacionamento com o cliente
Lasers and Specturbility of Light Scattering Liquids - A Review
Artigo Original Revista Brasileira de Física Médica.2011;5(1):57-62. Reproducibility of radiant energy measurements inside light scattering liquids Reprodutibilidade de medidas de energia radiante dentro
Manuel José Ferreira Monteiro
Curriculum vitae PERSONAL INFORMATION Manuel José Ferreira Monteiro Agrela - Santo Tirso (Portugal) +351 936318687 [email protected] Sex Male Date of birth 19 Mar 1971 Nationality Portuguese
How To Improve Data Collection
Integration with EMR for Local Databases Roberto A. Rocha, MD, PhD, FACMI Sr. Corporate Manager Clinical Knowledge Management and Decision Support, Partners ecare, Partners Healthcare System Lecturer in
DIGITAL CERTIFICATION IN TELERADIOLOGY: A NECESSARY WARNING*
Teleradiology Digital certification in teleradiology: a necessary warning DIGITAL CERTIFICATION IN TELERADIOLOGY: A NECESSARY WARNING* Luiz Felipe Nobre 1, Aldo von Wangenheim 2, Rafael Simon Maia 3, Levi
TA3 Dosimetry and Instrumentation. Evaluation of the Field Size in Dental Diagnostic Radiology System ANDRADE PS 1, POTIENS MP 1
TA3 Dosimetry and Instrumentation Evaluation of the Field Size in Dental Diagnostic Radiology System ANDRADE PS 1, POTIENS MP 1 1 Instituto de Pesquisas Energéticas e Nucleares, São Paulo, Brazil. ABSTRACT
Medical Information Systems
Medical Information Systems Introduction The introduction of information systems in hospitals and other medical facilities is not only driven by the wish to improve management of patient-related data for
SUITABILITY OF RELATIVE HUMIDITY AS AN ESTIMATOR OF LEAF WETNESS DURATION
SUITABILITY OF RELATIVE HUMIDITY AS AN ESTIMATOR OF LEAF WETNESS DURATION PAULO C. SENTELHAS 1, ANNA DALLA MARTA 2, SIMONE ORLANDINI 2, EDUARDO A. SANTOS 3, TERRY J. GILLESPIE 3, MARK L. GLEASON 4 1 Departamento
Abstract Number: 002-0427. Critical Issues about the Theory Of Constraints Thinking Process A. Theoretical and Practical Approach
Abstract Number: 002-0427 Critical Issues about the Theory Of Constraints Thinking Process A Theoretical and Practical Approach Second World Conference on POM and 15th Annual POM Conference, Cancun, Mexico,
Interoperabilidad entre los Sistemas de Laboratório Clinico
V Congreso Iberoamericano de Informática Médica Normalizada 13 y 14 de Octubre 2011 Intendencia de Montevideo Interoperabilidad entre los Sistemas de Laboratório Clinico Lincoln de Assis Moura Jr, EE,
QUESTIONÁRIOS DE AVALIAÇÃO: QUE INFORMAÇÕES ELES REALMENTE NOS FORNECEM?
QUESTIONÁRIOS DE AVALIAÇÃO: QUE INFORMAÇÕES ELES REALMENTE NOS FORNECEM? Grizendi, J. C. M [email protected] Universidade Estácio de Sá Av. Presidente João Goulart, 600 - Cruzeiro do Sul Juiz de Fora
Electronic Health Record. Standards, Coding Systems, Frameworks, and Infrastructures
Brochure More information from http://www.researchandmarkets.com/reports/2178436/ Electronic Health Record. Standards, Coding Systems, Frameworks, and Infrastructures Description: Discover How Electronic
Implementation and evaluation of a medical image management system with content-based retrieval support*
Original Article Artigo Original Medical image management system with content-based retrieval support Implementation and evaluation of a medical image management system with content-based retrieval support*
Automatic Synthesis of Graphical User Interfaces for Health Information Systems
Automatic Synthesis of Graphical User Interfaces for Health Information Systems Síntese Automática de Interfaces Gráficas de Usuário para Sistemas de Informação em Saúde Iuri M. Teixeira, Regina M. Braga,
SCOPE OF DESIGN FOR PRODUCTION OF PARTITION WALLS AND FACADE COVERINGS
SCOPE OF DESIGN FOR PRODUCTION OF PARTITION WALLS AND FACADE COVERINGS KAREN MANESCHI Arch., Master Candidate, Escola Politécnica USP, Construction Engineering Department University of São Paulo São Paulo
Lecture Notes in Computer Science: Collaborative Software
Lecture Notes in Computer Science: Collaborative Software André Tiago Magalhães do Carmo 1, César Barbosa Duarte 1, Paulo Alexandre Neves Alves de Sousa 1 and Ricardo Filipe Teixeira Gonçalves 1. 1 Departamento
QUALITY KNOWLEDGE INTEGRATION: A BRAZILIAN COMPARISON ANALYSIS
QUALITY KNOWLEDGE INTEGRATION: A BRAZILIAN COMPARISON ANALYSIS Úrsula Maruyama [email protected] CEFET/RJ, Departamento de Ensino e Administração (DEPEA) Av. Maracanã 229, Maracanã CEP 20.271-110
ISO 9001 CERTIFICATION: THE CUSTOMERS PERSPECTIVE
Diana Matias, Paulo Sampaio, Ana Cristina Braga University of Minho, Portugal, [email protected]; [email protected]; [email protected] ABSTRACT Based on our own experience and on the literature
Results Evaluation in Reduction Rhinoplasty
Original Article Results Evaluation in Reduction Rhinoplasty Avaliação de Resultados em Rinoplastia de Redução Lisandra Megumi Arima*, Leandro Castro Velasco*, Romualdo Suzano Louzeiro Tiago**. * Resident
Can Noise in Dental Clinic Produce Hearing Loss?
Original Article Can Noise in Dental Clinic Produce Hearing Loss? Ruído em Consultórios Odontológicos pode Produzir Perda Auditiva? Edmir Américo Lourenço*, Janaína Medina da Rocha Berto**, Sávio Butignolli
IN-SERVICE NURSING EDUCATION DELIVERED BY VIDEOCONFERENCE
GODOY, S.; MENDES, I.A.C.; HAYASHIDA, M., NOGUEIRA, M.S., ALVES, L.M.M. Inservice nursing education delivered by videoconference. Journal of Telemedicine and Telecare, v.10, n.5, p.303-305, 2004. IN-SERVICE
Medical Informatics An Overview Saudi Board For Community Medicine
Medical Informatics An Overview Saudi Board For Community Medicine Ahmed AlBarrak PhD Medical Informatics Associate Professor of Health Informatics, Family & Community Med, Chairman, Medical Informatics,
Linear programming applied to healthcare problems
105 Linear programming applied to healthcare problems Programação linear aplicada a problemas da área de saúde* Frederico Rafael Moreira 1 ORIGINAL ARTICLE ABSTRACT Objective and Method: To present a mathematical
CHAPTER 2 Functional EHR Systems
CHAPTER 2 Functional EHR Systems Chapter Overview Chapter 2 of the student text describes the various forms of storing EHR data and the value of using standardized codes for those data. The chapter covers
Implementation of an Information Technology Infrastructure Library Process The Resistance to Change
Available online at www.sciencedirect.com ScienceDirect Procedia Technology 9 (2013 ) 505 510 CENTERIS 2013 - Conference on ENTERprise Information Systems / PRojMAN 2013 - International Conference on Project
Towards standards for management and transmission of medical data in web technology
Towards standards for management and transmission of medical data in web technology Dr. Francesco Sicurello President @ITIM Italian Association of Telemedicine and Medical Informatics (Italy) Medical Informatics
Chapter 3: Data Mining Driven Learning Apprentice System for Medical Billing Compliance
Chapter 3: Data Mining Driven Learning Apprentice System for Medical Billing Compliance 3.1 Introduction This research has been conducted at back office of a medical billing company situated in a custom
Europass Curriculum Vitae
Europass Curriculum Vitae Personal information José Manuel Esteves Henriques Address Telephone Fax E-mail Mobile: +351 21 796 47 10 [email protected] Nationality Portuguese Date of birth 06.07.1954
DESCRITORES Sistemas de informação. Informática em enfermagem. Cuidados de enfermagem.
Computers in nursing: development of free software application with care and management INFORMÁTICA EM ENFERMAGEM: DESENVOLVIMENTO DE SOFTWARE LIVRE COM APLICAÇÃO ASSISTENCIAL E GERENCIAL ORIGINAL ARTICLE
HYBRID ELECTRONIC HEALTH RECORDS
HYBRID ELECTRONIC HEALTH RECORDS Tiago Pedrosa, Rui Pedro Lopes Polytechnic Institute of Bragança, Portugal [email protected], [email protected] João C Santos, Coimbra Institute of Engineering, DEE, Portugal
System of Web-Based Electronic Medical Record
EJIS Electronic Journal of Information Systems. Edition 11, Nº2, 2007 1 System of Web-Based Electronic Medical Record Lourdes M. Brasil 1, Carolina G. Abreu 2, Arlindo G. Vieira 1, Maurício A. Machado
Trends in Healthcare Information Standardization
TANJI Natsuki Abstract Standardization of medical information systems by industry associations such as ISO/TC 215 and CEN/TC 251 is currently underway internationally. In Japan, too, participation in and
Reasoning / Medical Context / Physicians Area of Competence
Medical Informatics Learning Objectives for Undergraduate Medical Education created by the project group "Medical Informatics Education in Medicine" (chairs: M. Dugas, J. Stausberg) of the German Association
User interface evaluation experiences: A brief comparison between usability and communicability testing
User interface evaluation experiences: A brief comparison between usability and communicability testing Experiências de avaliação de interface de usuário: uma breve comparação entre usabilidade e testes
Workshop: Defining the Medical Imaging Requirements for a Health Center. Teleradiology and Networking
Workshop: Defining the Medical Imaging Requirements for a Health Center April 17 2011 E-health and Telemedicine ehealth is the use, in the health sector, of digital data - transmitted, stored and retrieved
Designing ETL Tools to Feed a Data Warehouse Based on Electronic Healthcare Record Infrastructure
Digital Healthcare Empowering Europeans R. Cornet et al. (Eds.) 2015 European Federation for Medical Informatics (EFMI). This article is published online with Open Access by IOS Press and distributed under
Building the National EHR Strategy
Building the National EHR Strategy SUS: Brazilian Unified Health System Prof. Ricardo Staciarini Puttini, PhD University of Brasilia/Ministry of Health BRAZIL Aug-2015, HIC 2015, Brisbane Inspired after
The Big Picture: IDNT in Electronic Records Glossary
TERM DEFINITION CCI Canada Health Infoway Canadian Institute for Health Information EHR EMR EPR H L 7 (HL7) Canadian Classification of Interventions is the Canadian standard for classifying health care
Brazilian National Standard for Electronic Form Interchange among Private Health Plan and Healthcare Providers
977 Brazilian National Standard for Electronic Form Interchange among Private Health Plan and Healthcare Providers Jussara Macedo Pinho Rötzsch, Rigoleta Dutra Mediano Dias, Marcia Franke Piovesan, Maria
What is the Certified Health Record Analyst (CHDA)?
What is the Certified Health Record Analyst (CHDA)? Ellen S. Karl, MBA, RHIA, CHDA, FAHIMA Exam specifics; how long is it, how do I apply, etc.? Exam specifics; how long is it, how do I apply, etc.? Number
Meaningful use. Meaningful data. Meaningful care. The 3M Healthcare Data Dictionary: Enabling effective health information exchange
Meaningful use. Meaningful data. Meaningful care. The 3M Healthcare Data Dictionary: Enabling effective health information exchange Understanding health information exchanges (HIEs) What is the goal of
CDA for Common Document Types: Objectives, Status, and Relationship to Computer-assisted Coding
CDA for Common Document Types: Objectives, Status, and Relationship to Computer-assisted Coding CDA for Common Document Types: Objectives, Status, and Relationship to Computer-assisted Coding by Liora
Picture archiving and communication systems (PACS) and guidelines on diagnostic display devices
IT Guidance Documents Picture archiving and communication systems (PACS) and guidelines on diagnostic display devices Second edition Board of the Faculty of Clinical Radiology The Royal College of Radiologists
How To Teach Probability In Brazilian Math
MATHEMATICS EDUCATION AND STATISTICS EDUCATION: MEETING POINTS AND PERSPECTIVES Tânia Maria Mendonça Campos, Cileda de Queiroz e Silva Coutinho and Saddo Ag Almouloud PUC-SP, Brazil [email protected] This
WEB-BASED SIMULATION: A TOOL FOR TEACHING CRITICAL CARE NURSING
Artigo Original 7 WEB-BASED SIMULATION: A TOOL FOR TEACHING CRITICAL CARE NURSING Sayonara de Fatima Faria Barbosa 1 Heimar de Fatima Marin 2. Web-based simulation: a tool for teaching critical care nursing.
A COMPUTATIONAL PHANTOM OF HEAD AND NECK - SISCODES
2007 International Nuclear Atlantic Conference - INAC 2007 Santos, SP, Brazil, September 30 to October 5, 2007 ASSOCIAÇÃO BRASILEIRA DE ENERGIA NUCLEAR - ABEN ISBN: 978-85-99141-02-1 A COMPUTATIONAL PHANTOM
Advanced Aspects of Hospital Information Systems
Advanced Aspects of Hospital Information Systems EHR- and related Standards DI Harald Köstinger ([email protected]) INSO - Industrial Software Institut für Rechnergestützte Automation
DISTRIBUTED ARCHITECTURE FOR ELECTRONIC HEALTH REFERRAL SYSTEM UTILIZING COMPUTATIONAL INTELLIGENCE FOR CLINICAL DECISION SUPPORT
DISTRIBUTED ARCHITECTURE FOR ELECTRONIC HEALTH REFERRAL SYSTEM UTILIZING COMPUTATIONAL INTELLIGENCE FOR CLINICAL DECISION SUPPORT By Majd Misbah Al-Zghoul Supervisor Dr. Majid Al-Taee, Prof. This Thesis
Electronic Health Record (EHR) Standards Survey
Electronic Health Record (EHR) Standards Survey Compiled by: Simona Cohen, Amnon Shabo Date: August 1st, 2001 This report is a short survey about the main emerging standards that relate to EHR - Electronic
Attitudes about Family Medicine among brazilian medical students
artigo original / research report / artículo Attitudes about Family Medicine among brazilian medical students Actitudes sobre Medicina de Familia entre estudiantes médicos brasileños Atitudes sobre Medicina
Health Data Analysis Specialty Track Curriculum Competencies
Health Data Analysis Specialty Track Curriculum Competencies Concepts to be interwoven throughout all levels of the curricula include: CRITICAL THINKING: For example the ability to work independently,
REMOTE CONTROL OF REAL EXPERIMENTS VIA INTERNET
REMOTE CONTROL OF REAL EXPERIMENTS VIA INTERNET Carine Campos Teixeira, [email protected] Jeeves Lopes dos Santos, [email protected] Cairo Lúcio Nascimento Júnior, [email protected] Instituto Tecnológico de Aeronáutica,
I n t e r S y S t e m S W h I t e P a P e r F O R H E A L T H C A R E IT E X E C U T I V E S. In accountable care
I n t e r S y S t e m S W h I t e P a P e r F O R H E A L T H C A R E IT E X E C U T I V E S The Role of healthcare InfoRmaTIcs In accountable care I n t e r S y S t e m S W h I t e P a P e r F OR H E
PUBLIC PARTICIPATION IN THE SEA PROCESS OF BRAZIL
PUBLIC PARTICIPATION IN THE SEA PROCESS OF BRAZIL 1. Introduction Maria José Ferreira Berti (FZEA-USP)[email protected] Ana Paula Alves Dibo (EESC-USP) [email protected] Roberta Sanches (EESC-USP)[email protected]
Systematization of Requirements Definition for Software Development Processes with a Business Modeling Architecture
Systematization of Requirements Definition for Software Development Processes with a Business Modeling Architecture Delmir de Azevedo Junior 1 and Renato de Campos 2 1 Petrobras University, Republican
TEXTO PARA DISCUSSÃO N 265 ECONOMIC GROWTH, CONVERGENCE AND QUALITY OF HUMAN CAPITAL FORMATION SYSTEM. Luciano Nakabashi Lízia de Figueiredo
TEXTO PARA DISCUSSÃO N 265 ECONOMIC GROWTH, CONVERGENCE AND QUALITY OF HUMAN CAPITAL FORMATION SYSTEM Luciano Nakabashi Lízia de Figueiredo Junho de 2005 Ficha catalográfica 330.34 N63e 2005 Nakabashi,
Coaching leadership: leaders and followers perception assessment questionnaires in nursing
ORIGINAL ARTICLE Coaching leadership: leaders and followers perception assessment questionnaires in nursing Liderança coaching: questionários de avaliação de percepções de líderes e liderados na enfermagem
of knowledge that is characteristic of the profession and is taught at professional schools. An important author in establishing this notion was
Mathematics teacher education and professional development João Pedro da Ponte [email protected] Grupo de Investigação DIFMAT Centro de Investigação em Educação e Departamento de Educação Faculdade de Ciências
One approach to the use of the practices of CMMI- DEV V1.3 level 2 in a process of development of Embedded Systems
One approach to the use of the practices of CMMI- DEV V1.3 level 2 in a process of development of Embedded Systems Magda A. Silvério Miyashiro IMT Instituto Mauá de Tecnologia São Caetano do Sul, Brasil
Eligible Professionals please see the document: MEDITECH Prepares You for Stage 2 of Meaningful Use: Eligible Professionals.
s Preparing for Meaningful Use in 2014 MEDITECH (Updated December 2013) Professionals please see the document: MEDITECH Prepares You for Stage 2 of Meaningful Use: Professionals. Congratulations to our
DEVELOPMENT AND IMPLEMENTATION OF AN AUTOMATED SYSTEM TO EXCHANGE ATTENUATORS OF THE OB85/1 GAMMA IRRADIATOR
2011 International Nuclear Atlantic Conference - INAC 2011 Belo Horizonte,MG, Brazil, October 24-28, 2011 ASSOCIAÇÃO BRASILEIRA DE ENERGIA NUCLEAR - ABEN ISBN: 978-85-99141-04-5 DEVELOPMENT AND IMPLEMENTATION
