Literature DB >> 24294008

Managing and monitoring tuberculosis using web-based tools in combination with traditional approaches.

Ann Ln Chapman1, Thomas C Darton, Rachel A Foster.   

Abstract

Tuberculosis (TB) remains a global health emergency. Ongoing challenges include the coordination of national and international control programs, high levels of drug resistance in many parts of the world, and availability of accurate and rapid diagnostic tests. The increasing availability and reliability of Internet access throughout both affluent and resource-limited countries brings new opportunities to improve TB management and control through the integration of web-based technologies with traditional approaches. In this review, we explore current and potential future use of web-based tools in the areas of TB diagnosis, treatment, epidemiology, service monitoring, and teaching and training.

Entities:  

Keywords:  Internet; information communication technology; tuberculosis

Year:  2013        PMID: 24294008      PMCID: PMC3839838          DOI: 10.2147/CLEP.S37072

Source DB:  PubMed          Journal:  Clin Epidemiol        ISSN: 1179-1349            Impact factor:   4.790


Introduction

Tuberculosis (TB) continues to be a major global cause of death and morbidity, disproportionately affecting the poorest communities. In 2011, 8.7 million new cases and 1.4 million deaths attributable to TB were reported.1 Despite the availability of effective treatment regimes for the majority of cases, TB control remains poor in many countries due to antibiotic resistance, coinfection with human immunodeficiency virus (HIV), and, most significantly, deficiencies in coordinating national TB programs. In 1993, the World Health Organization (WHO) declared TB a global public health emergency and called on governments across the globe to prioritize TB control. Much progress has been made since then through the work of partnerships such as the Stop TB Campaign, which aims to halt the current epidemic by 2015.2 Since the invention of the World Wide Web in the early 1990s, technologic advances have revolutionized daily life for people throughout the globe. Information communication technology is being increasingly used in health care settings, and has the potential to contribute significantly to health care provision, both as regards cost savings and quality of care. A WHO resolution on eHealth in 2005 encouraged member states to collaborate and provide mutual support for its integration into health systems to improve health care, surveillance, and education. Although there remains a “digital divide” with patchy provision of information communication technology access globally, rapid advances in mobile telephone and wireless technology, and its increasing availability in otherwise resource-limited settings, are improving this situation.3,4 Integrating control programs with web-enabled applications and wireless communication offers the potential for significant improvements in TB service provision, with major benefits for the global fight against TB. In this review, we describe the broad range of tools and applications available from the Internet or which incorporate real-time electronic data transfer, aimed at improving the management of TB. We focus on five key areas (Table 1):
Table 1

Web-based tools for TB

Diagnosis• Laboratory networks
• Teleradiology
• Laboratory information systems
• Web-linked portable diagnostic tools
• Clinical decision support systems
Treatment• Remote consultations/clinical support
• Electronic patient records
• Electronic medication monitors
• Directly observed and video-observed therapy
• Patient tracking systems
Contact tracing and epidemiology• Web-based contact tracing
• Automatic identification of individuals for screening/contact tracing
• Web-based strain typing registries
• Networked national surveillance systems
Service performance monitoring and quality assurance• Development and monitoring of national TB programs
• Data storage for quality assurance and governance
Teaching and training• Information resources
• Online training

Abbreviation: TB, tuberculosis.

diagnosis treatment contact tracing and epidemiology service performance monitoring and quality assurance teaching and training. We assess current processes and future opportunities, in comparison with those available for other infectious diseases, and discuss how these advancements are making real differences in clinical practice.

Search strategy

A search of the English language peer-reviewed literature between 2005 and 2013 was conducted using PubMed. Search terms included “tuberculosis AND Internet”, “tuberculosis AND web”, and “electronic patient record TB”. Further articles were identified by review of the reference lists, and through targeted searches for literature on specific subcategories.

Diagnosis of TB

Diagnosis of active TB infection remains a challenge throughout the world due to limited facilities for culture and sensitivity testing. In many places, sputum microscopy is the only diagnostic test available, and treatment is frequently started on the basis of radiologic changes or clinical features alone. Recent developments in portable polymerase chain reaction-based technology could allow more rapid confirmation of the diagnosis of TB, also providing early information about drug susceptibility,5,6 but may be unaffordable in resource-poor areas. There is an increasing focus on improving access to existing and novel TB diagnostics as an important strategy in global TB control. The EXPANDx-TB program was launched by the WHO Global Laboratory Initiative, the Foundation for Innovative New Diagnostics, and the WHO Global Drug Facility in 2009. Funded by the UNITAID partnership, its aim is to speed up the diagnosis of TB in high-burden countries by increasing access to new diagnostic technologies. Two key components of the Stop TB strategy are to ensure early case detection and diagnosis through quality-assured bacteriology and to upgrade laboratory networks.2 Use of web-based systems in conjunction with traditional diagnostic processes will be essential to support progress towards these goals. However, this will require a comprehensive electronic infrastructure in order for real benefits to be achieved. The large amounts of initial capital investment and ongoing technologic support required for setting up such electronic systems present a huge barrier in resource-limited settings and will require ongoing international commitment to tackling the problem. There are some excellent examples of interventions to improve TB diagnostic services in the developing world, such as those in Zanzibar, Tanzania, which include improvement of laboratory facilities and expert telemedicine support.7 This intervention involved overseas financial support, the use of WHO benchmarks for diagnostic quality, and political commitment to training and service improvement. A web-based link between regional and district laboratory reporting systems also increased the speed of reporting of results in Peru.8 Early confirmation of diagnosis and initiation of treatment is beneficial both to the individual patient and also to overall control of TB locally and nationally through reduction of ongoing transmission. This is particularly important in the control of drug-resistant TB,9 and the Peruvian web-based system also incorporates drug susceptibility data, allowing more rapid transfer of this information to inform clinical care and public health measures.

Teleradiology

The lack of specialist radiologists in many resource-limited settings presents another barrier to timely diagnosis of TB, particularly in areas with high HIV prevalence and consequently large numbers with smear-negative disease and atypical radiologic findings. Using the World Wide Web to transfer digital images for a remote radiologic opinion, a process termed teleradiology, overcomes this problem and may reduce the time taken, and increase the accuracy of TB diagnoses. In a feasibility study in Malawi, high-quality digital photographs were taken of original radiographs on a light box and the image transmitted to a radiologist in the US via the Internet.10 Images were selected for inclusion on the basis of local uncertainty about the findings; in 23.5% of cases, there was a change in patient management as a result. These changes included additional diagnoses of clinically unsuspected pulmonary TB, and also radiologic exclusion of infection, thereby avoiding unnecessary treatment. The degree of consensus over interpretation of radiographs by clinicians in Malawi and by the radiologist in the US improved over the course of the study, illustrating an additional educational benefit. Such systems could potentially contribute to improved quality of patient care, although the authors stressed the importance of clear criteria for referral, shared knowledge of the pattern of disease in the local area, having a local “link person” to coordinate X-ray transfer and receive results, and allowing time for local radiology staff to adapt to the change. A teleradiology link between peripheral hospitals in KwaZulu-Natal, South Africa, and a Durban teaching hospital also showed benefit, with 20 of 200 radiologic reviews leading to diagnosis of TB which would have otherwise been missed within the first month. Technical problems with inadequate phone links were experienced, however, limiting the effectiveness of the intervention.11 Others have highlighted the medicolegal and governance risks associated with teleradiology; close adherence to available guidance, such as that produced by the Royal College of Radiologists in UK, is therefore important.12,13

Laboratory information management systems

Where diagnostic TB laboratories do exist in resource-limited settings, limitations in infrastructure often impact patient care. Dunbar et al14 described inadequacies in information flow between laboratory and clinical services in Cape Town, South Africa. When laboratory records were cross-checked with treatment registers, it was found that a high percentage of bacteriologically confirmed cases were not recorded in the treatment registers, resulting in untreated cases and preventable onward transmission. It was concluded that an integrated electronic results management system would improve the management of laboratory results. Laboratory information management systems facilitate the recording and sharing of information regarding samples, results, quality indicators, and instruments. They can also be used to share regulatory and safety information as well as training materials, and a number of open access systems are now available. The ongoing training and maintenance costs are a challenge in resource-poor settings, but if they are linked to improved laboratory networks and prompt timely appropriate treatment in the field, they have the potential to save money. Much work has been done in Peru by Blaya, Fraser, and others to improve TB laboratory services and results management systems, with very clear benefits. They demonstrated an 87% reduction of reporting errors in health centers using the e-Chasqui electronic laboratory information system compared with those using a paper-based system through reductions in missing results.15 In addition, the use of personal digital assistants resulted in faster processing of sputum smear and TB culture results.16 However, their work illustrated that the improvements only extended as far as the geographic reach of the electronic hardware introduced, ie, health centers without direct access to the information system did not benefit, highlighting again the importance of investing in comprehensive information technology infrastructure.17 In the future, novel web-based technologies may allow the results of diagnostic tests carried out in the field to be integrated rapidly with laboratory information systems. One group described the use of mobile electronic devices both to perform serologic testing for HIV and to upload results automatically to a database in “the cloud”, from where they were synchronized with an electronic health record for patients in Rwanda.18 This technology could potentially be extended to TB, for example, using portable diagnostic systems on sputum samples. The development of laboratory information management systems locally and nationally is likely to provide wider benefits across a range of infections beyond TB, and will clearly be useful to link developments across clinical areas. In the context of TB, one key linkage in many parts of the world is with HIV care, and there are opportunities for cost savings if approaches are combined, for example, in simultaneous collection, transport, and testing of samples, and links to national monitoring systems. It is important to have a collaborative approach, which may require national integration between different donor organizations.

Diagnosis of latent TB

Diagnosis and treatment of latent TB infection is an important control strategy in low incidence countries. Despite the development of interferon gamma release assays over the past decade, the tuberculin skin test remains a common diagnostic tool for latent TB. However, its sensitivity and specificity are limited, and there is a lack of consensus regarding its interpretation in different groups. Menzies et al19 developed a web-based algorithm incorporating medical and radiologic risk factors, tuberculin skin test reaction size, and prior vaccination with Bacille-Calmette-Guerin (BCG) to aid the interpretation of tuberculin skin test results. They concluded that the algorithm could allow more accurate targeting of therapy, resulting in fewer cases of reactivation and fewer patients unnecessarily receiving treatment. Another group developed a computerized clinical decision support tool coupled with web-based documentation for use in assessing individuals with a high risk of latent TB, and found that compliance with national screening guidelines improved from 8.9% to 25.2% with use of the tool.20

Treatment of TB

At its simplest level, web-based technology can contribute to care of patients with TB, for example, through use of emails to speed up communication, obtain second opinions, and provide educational materials.21–23 Remote consultations can be undertaken using online communication systems such as Skype. More complex systems can be used to document and track patients’ progress through the treatment process, monitor adherence, detect those at risk of failing follow-up, and improve speed of communication within and between institutions. At a national level, networked electronic patient records can link into national surveillance systems and also provide a valuable research resource.3

Electronic patient records

Electronic patient records (EPRs) have been introduced in many countries in recent years. They have the potential to improve many aspects of clinical practice, including prescribing, patient follow-up, chronic disease management, and adherence to clinical guidelines. However, there are also potential challenges, including underestimation of time commitment by physicians, the need for expensive ongoing technical support, and concerns about the maintenance of patient confidentiality.24 With increasing availability and reliability of Inter-net access globally, there is recognition that EPRs could also contribute significantly to improved patient care in resource-limited areas. Although there are practical problems with establishing EPR systems in such settings, many can be overcome simply, for example, through the use of solar batteries where power supplies are unreliable, or through limiting the number of computers networked to a web-based central database. Where computerized records are available, web-based systems have significant advantages over locally held patient databases, many of which rapidly become overwhelmed by large amounts of patient information and are user-unfriendly and unwieldy. Fraser et al25 reviewed a number of systems in use in Africa, and Central and South America, and described the benefits of such systems. These included: clear documentation of clinical notes reduced consultation and waiting times decision support for prescribing medications, including reminders, allergy warnings, and information about drug interactions alerts for abnormal laboratory results facilitation of data provision for national outcome monitoring. Systems developed locally are often adaptable for use in other geographic areas. The eChasqui system, for example, was transferred successfully from Peru to the Philippines,26 and has subsequently been implemented in over 40 countries as the Open Medical Record System.27 EPRs range from simple systems for storing locally entered patient data to more complex systems with links to other data sources relating to the patient, for example, digital radiology images, and laboratory and pharmacy information systems.28 In addition, they may facilitate other aspects of patient care, for example, through incorporation of clinical decision support systems,29 providing alerts to clinicians on drug interactions, timing of laboratory investigations or clinic recalls, or patients defaulting from treatment, through linkage with phone or text patient appointment reminders, and through providing a system for disseminating public health practice guidance.30

Directly observed therapy monitoring systems

A key strategy in global TB control is the use of directly observed therapy to ensure that patients adhere to medication and complete prescribed treatment courses. In areas of high TB prevalence, however, universal directly observed therapy may be unsustainable due to limited health care staff and infrastructure capacity. The use of electronic medication monitors has been advocated as an adjunct to directly observed therapy.31 These devices record when medication is removed from the container, thus providing a record of adherence. The simplest devices include a built-in electronic display, but some are able to transmit data to a central point via a telephone or wireless connection, allowing remote monitoring.32 Their use could allow health care workers to target directly observed therapy and treatment counseling to patients who are failing to comply with therapy, and could therefore result in improved treatment adherence, more efficient use of staff time, and increased program cost-effectiveness. Another recent development includes the use of web-based technology to support directly observed therapy through “video-observed therapy”.33 This is increasingly being used in the US for selected patients, and has the advantages of reduced travel costs and time for staff, easy regular visual contact, and increased privacy for patients.

Patient tracking systems

Electronic tracking systems to monitor effective treatment and follow-up of patients identified with multidrug-resistant TB or HIV have been reviewed by Fraser et al.34 They concluded that committed community health care workers provided with personal digital assistants or smart phones would be able to trace and treat patients who are lost to follow-up or never initiated treatment, to ensure that treatment courses are completed. The web-based tracking and results system in Peru, also now shared with the Philippines and elsewhere, brings clear benefit in reducing delays and errors, and improving service efficiency, although it is not yet clear if such systems are cost-effective in the long term.35

Research and development

At a more basic level, web-based technologies have contributed to TB management through the enablement of very large international open access databases containing mycobacterial genomic sequencing and protein data. These allow new searches for novel protein targets for new TB therapies, resistance mutations, and vaccine candidates.36–40 New technology has (and continues to) contributed to the sharing of knowledge and research collaboration at a global level, facilitating rapid advances in TB therapeutics.

Contact tracing and epidemiology

The identification and targeted testing of contacts of infectious cases of TB is an important TB control strategy. For the individual patient and their contacts, information communication technology can support traditional contact tracing activity through text and mobile phone communication with possible contacts. In the field of sexually transmitted infection, there are some reports of the use of Internet-based partner notification using email to initiate contact.41 Although the number of partners tested and treated was increased compared with standard methods, concerns were raised about the acceptability of this approach.42 EPRs have been successfully used to improve TB surveillance in Massachusetts, US, through identification of patients being started on TB therapy who had erroneously not been notified as new cases. A system was set up where the EPR automatically generated an alert in a predefined scenario, for example, when a patient was prescribed pyrazinamide, had samples sent for TB culture, or had a test result suggestive of active TB. This also improved contact tracing efforts by more accurately reporting active cases, leading to more comprehensive and more rapid identification of potential contacts.43 In Illinois, US, EPRs have been used to improve compliance with TB screening programs in patients commencing biologic therapies with tumor necrosis factor antagonists.44 All patients with an electronic prescription for a tumor necrosis factor antagonist were flagged as requiring screening tests for TB and hepatitis B, as well as routine full blood count and liver function tests. With increasing use of immunosuppressive therapies for many inflammatory conditions, such an approach could be extended to a range of settings.

Strain typing

The development and refinement of strain typing methodologies offers the potential for improved contact tracing when used alongside traditional contact investigation activity.45Mycobacterium tuberculosis isolates can be typed according to the number of repeat sequences at various sites or loci within the genome: the MIRU-VNTR (mycobacterial interspersed repetitive units-variable numbers of tandem repeats) method uses 24 loci. Each isolate is given a 24-digit code specifying the number of repeats at each locus; the codes are highly specific for that isolate and hence can be used to provide evidence for or against transmission from person to person. Strain typing data allow rapid identification of potential clusters of related cases, enabling early initiation of control measures.46 The utility of strain typing is supported by the development of large web-based national and international strain registries which allow comparisons to be made between strains, for local contact tracing, and also for wider epidemiologic investigations, for example the MIRU-VNTRplus tool.47,48 Databases containing full genomic sequencing data can also be used as research tools to explore genotype-phenotype associations, for example, the open access M. tuberculosis genome divergence database.49 However, the increasing availability of Internet access worldwide can have unintended consequences: Ohkado et al50 described an outbreak of TB in Tokyo which was investigated using strain typing. They concluded that transmission was most likely to have occurred in Internet cafés!

Surveillance

National TB surveillance programs are required to obtain accurate information on TB incidence and management in order to plan national services and to contribute data to inform global TB epidemiology. In affluent countries such systems are usually web-based, allowing data from a number of reporting centers to be collated and rapid reports generated, for example, the surveillance system in operation in the US, which is linked to OTIS, an online interactive TB information system. Lew et al described the development of a new TB surveillance network and national control program across hundreds of health centers in Korea.51 The web-based format of the network allowed easy access at any time of day and by a wide range of health care workers. In the UK, surveillance data are collected via the enhanced TB surveillance system, established in 1999; again, reports are openly accessible online. Dominkovics et al described a useful application of a web-based national TB surveillance system in Barcelona, Spain.52 Residential addresses of TB patients notified to the central registry were geocoded and used to produce spatial density maps to assist management by health care workers in the field, and for use in public health decision-making. Mor et al53 undertook a comparison of TB surveillance systems in 19 low-incidence industrialized countries. Seventeen of these used web-based systems, with only two countries (Denmark and Norway) submitting paper notifications. The authors speculated that improved web-based communication between national surveillance systems could improve global surveillance, as well as facilitating joint planning of TB services, contributing to improved coordination of immigrant health screening, and supporting joint research on TB in low-incidence countries. Electronic TB surveillance systems are also advocated by WHO for resource-poor settings, and a series of recommendations has been developed. These were used in Botswana to develop an electronic TB register.54 Patient data were entered manually from reporting forms, and the software provided outputs including lists of treatment defaulters and reports of treatment outcomes and trends. One critical factor in the success of this project was the pre-existence of a robust and accurate paper-based system. Nadol et al examined three systems in operation in a range of settings in Africa, the Eastern Mediterranean region, East Asia, and Mexico to identify benefits and requirements of electronic surveillance.55 All involved direct entry of patient data from treatment cards. In two systems, data were stored on a central server, and in the third an online database was used, with access through both desktop computers and laptops or personal digital assistants, allowing generation of real-time reports. The authors discussed the advantages and disadvantages of electronic surveillance systems, and again pointed out the importance of a well established paper-based system, and also the cost of infrastructure and maintenance, as well as the need for training and technical support.

Service performance monitoring and quality assurance

In order for different nations with different resources and burdens of TB to make the best use of their resources, modeling tools are being made available on the Internet. One such web-based tool has been designed to help with national planning regarding active case finding, with mathematical models to help assess the likely cost of different strategies per case detected when applied to different populations.56 Web-based tools can also be used to monitor service provision and quality across wide geographic areas. They allow auditing of interventions, comparison between services, and the formation of large datasets for indepth epidemiologic analysis. With access to the Internet, such databases and facilities can be shared remotely over long distances and information can be uploaded in real-time, for example the use of a web-based system to study TB epidemiology in Peru.57 In the US, all TB surveillance data are held in the web-based National TB Surveillance System. The National TB Indicators Project is a secure web-based monitoring system that uses surveillance data from the National TB Surveillance System to measure the performance of local TB programs and track progress towards national TB program objectives.58 Manangan et al59 reported the use of this system to develop quality assurance strategies, through monitoring usage of the National TB Surveillance System before and after targeted training in quality assurance. In another US study, a web-based program was used to monitor staff adherence with infection control measures, one of which was tuberculin skin testing to reduce nosocomial transmission of TB. The web-based system facilitated data collection and analysis, allowing the development of more effective educational interventions to improve practice.60 Finally, Wang et al61 describe how the development of a national web-based TB reporting system improved compliance with national policy on TB treatment.

Teaching and training

Web-based educational resources provide new opportunities for teaching and training in TB at a local level and also through learning networks such as the National TB Curriculum Consortium in the US.62 One study reviewed teaching on TB at Brazilian nursing schools and found that, although most teaching occurred in a traditional classroom setting, teachers regularly used the Internet to update their knowledge prior to classes.63 A major advantage of web-based over traditional learning materials is the potential to provide an interactive forum with instant feedback.64 Walsh65 described an online training package incorporating pre and post tests, interactive case histories, and up to date information, and demonstrated that learners significantly increased their knowledge and found the tool useful. A web-based format may also be used for simulation training, which can provide a more valuable educational experience than the traditional classroom setting.66 Use of telemedicine, teleradiology, and decision support systems, as described earlier, can provide valuable training to clinicians managing TB patients, as well as contribute to patient care. The Internet is a source of vast amounts of data on TB. General information on TB can be accessed through the websites of national and WHO TB programs, and organizations such as the International Union against Tuberculosis and Lung Disease and the Stop TB Partnership. Health care professionals can access epidemiologic data from across the globe through the WHO website, as well as specific guidance on aspects of TB. Information is also available to health care professionals through online health “libraries” such as the national electronic library for health in the UK.67 More focused specialist information is also available online, for example, the BCG world “atlas” which provides information on BCG vaccination practices in many countries to aid clinical management of patients.68 Several early publications provide useful summaries of general TB resources on the Internet,69,70 but to our knowledge have not been updated more recently.

Conclusion

In this review, we have explored scenarios in the diagnosis, treatment, and surveillance of TB where web-based technologies are now contributing to improved service provision and TB control. We have touched on the role of new technologies in designing and monitoring national TB control programs, and in facilitating the delivery of teaching and training. There is no doubt that web-based technologies will be used increasingly globally in the fight against TB, despite the practical and financial challenges associated with their use in remote or resource-poor settings, and the development of suitable online systems and infrastructure at a national level needs to be prioritized to ensure that the potential of these new developments can be maximized.
  66 in total

1.  Disseminating public health practice guidelines in electronic medical record systems.

Authors:  Nedra Y Garrett; William A Yasnoff
Journal:  J Public Health Manag Pract       Date:  2002-05

2.  Medication monitors to treat tuberculosis. A supplement to directly observed therapy.

Authors:  T S Moulding
Journal:  Am J Respir Crit Care Med       Date:  1999-03       Impact factor: 21.405

3.  MtbSD--a comprehensive structural database for Mycobacterium tuberculosis.

Authors:  Sameer Hassan; P Logambiga; A Mohan Raman; T K Subazini; V Kumaraswami; Luke Elizabeth Hanna
Journal:  Tuberculosis (Edinb)       Date:  2011-08-30       Impact factor: 3.131

4.  Remote consultations and HIV/AIDS continuing education in low-resource settings.

Authors:  Maria Zolfo; Lut Lynen; Jan Dierckx; Robert Colebunders
Journal:  Int J Med Inform       Date:  2006-05-02       Impact factor: 4.046

Review 5.  Managing medical images and clinical information: InCor's experience.

Authors:  Sergio S Furuie; Marina S Rebelo; Ramon A Moreno; Marcelo Santos; Nivaldo Bertozzo; Gustavo H M B Motta; Fabio A Pires; Marco A Gutierrez
Journal:  IEEE Trans Inf Technol Biomed       Date:  2007-01

6.  Using computerized clinical decision support for latent tuberculosis infection screening.

Authors:  Andy W Steele; Sheri Eisert; Art Davidson; Taylor Sandison; Pat Lyons; Nedra Garrett; Patricia Gabow; Eduardo Ortiz
Journal:  Am J Prev Med       Date:  2005-04       Impact factor: 5.043

7.  Tuberculosis information on the Web.

Authors:  K Abu-Amero
Journal:  J R Soc Promot Health       Date:  2002-06

8.  Using e-mail in the management of tuberculosis patients, north-west Russia.

Authors:  S B Uldal; E Nikishova; N Rakova; A Mariandyshev; S M Bye; N Nisovtszevat
Journal:  Int J Tuberc Lung Dis       Date:  2005-12       Impact factor: 2.373

9.  Development of spatial density maps based on geoprocessing web services: application to tuberculosis incidence in Barcelona, Spain.

Authors:  Pau Dominkovics; Carlos Granell; Antoni Pérez-Navarro; Martí Casals; Angels Orcau; Joan A Caylà
Journal:  Int J Health Geogr       Date:  2011-11-29       Impact factor: 3.918

Review 10.  Impact of electronic medical record on physician practice in office settings: a systematic review.

Authors:  Francis Lau; Morgan Price; Jeanette Boyd; Colin Partridge; Heidi Bell; Rebecca Raworth
Journal:  BMC Med Inform Decis Mak       Date:  2012-02-24       Impact factor: 2.796

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  5 in total

1.  Evaluation of a Mobile Health Approach to Tuberculosis Contact Tracing in Botswana.

Authors:  Yoonhee P Ha; Martha A Tesfalul; Ryan Littman-Quinn; Cynthia Antwi; Rebecca S Green; Tumelo O Mapila; Scarlett L Bellamy; Ronald T Ncube; Kenneth Mugisha; Ari R Ho-Foster; Anthony A Luberti; John H Holmes; Andrew P Steenhoff; Carrie L Kovarik
Journal:  J Health Commun       Date:  2016-09-26

Review 2.  Data for action: collection and use of local data to end tuberculosis.

Authors:  Grant Theron; Helen E Jenkins; Frank Cobelens; Ibrahim Abubakar; Aamir J Khan; Ted Cohen; David W Dowdy
Journal:  Lancet       Date:  2015-10-26       Impact factor: 79.321

3.  The changing global distribution and prevalence of canine transmissible venereal tumour.

Authors:  Andrea Strakova; Elizabeth P Murchison
Journal:  BMC Vet Res       Date:  2014-09-03       Impact factor: 2.741

Review 4.  Lessons Learned During the COVID-19 Pandemic to Strengthen TB Infection Control: A Rapid Review.

Authors:  Helena J Chapman; Bienvenido A Veras-Estévez
Journal:  Glob Health Sci Pract       Date:  2021-12-21

5.  Technology and tuberculosis control: the OUT-TB Web experience.

Authors:  Jennifer L Guthrie; David C Alexander; Alex Marchand-Austin; Karen Lam; Michael Whelan; Brenda Lee; Colin Furness; Elizabeth Rea; Rebecca Stuart; Julia Lechner; Monali Varia; Jennifer McLean; Frances B Jamieson
Journal:  J Am Med Inform Assoc       Date:  2017-04-01       Impact factor: 4.497

  5 in total

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