Health
MakSPH Supports Uganda’s Final Push to End HIV with Locally Led Surveillance
Published
4 months agoon

In a decisive step toward ending HIV as a public health threat by 2030, Uganda on Thursday, May 29, 2025, officially launched the third Uganda Population-based HIV Impact Assessment (UPHIA 2025) survey, a nationally representative household study expected to provide updated measurements on the status of the HIV epidemic by the end of the year.
The effort is led by Uganda’s Ministry of Health (MoH), with technical assistance from Makerere University School of Public Health (MakSPH), Uganda Bureau of Statistics (UBOS), Uganda Virus Research Institute (UVRI), and the U.S. Centers for Disease Control and Prevention (U.S. CDC), funded by the U.S. government through PEPFAR.
The Population-based HIV Impact Assessment (PHIA) surveys were first launched in 2014 as a global initiative at the International Center for AIDS Care and Treatment Programs (ICAP), based at Columbia University’s Mailman School of Public Health. Supported by the U.S. President’s Emergency Plan for AIDS Relief (PEPFAR), through the U.S. CDC, the surveys have been conducted in at least 15 high-burden countries globally, including Uganda.
Led by national Ministries of Health, the PHIA surveys provide robust, population-level data on HIV prevalence, incidence, and viral suppression, offering a clear picture of epidemic trends and the effectiveness of national responses. They are designed to track progress, identify persistent gaps, and inform strategies to reach epidemic control, in line with global targets, including the fast-approaching goal of ending AIDS as a public health threat by 2030.

In Uganda, this survey was first rolled out between August 2016 and March 2017. The second followed in February 2020 but was disrupted by the COVID-19 outbreak, continuing through to March 2021. Both rounds were supported by ICAP at Columbia University, which provided technical assistance to strengthen data collection systems, improve laboratory infrastructure, and build national capacity to design, implement, and analyse the two national HIV surveys.
What sets UPHIA 2025 apart is the shift in technical leadership to Ugandan institutions for this third survey, reflecting local capacity to lead rigorous, high-quality public health research. For UPHIA 2025, Makerere University School of Public Health, in partnership with the Uganda Bureau of Statistics and the Uganda Virus Research Institute, is providing technical leadership to the Ministry of Health, alongside U.S. CDC. Implementation began with initial recruitment and training of over 300 field teams that begun on May 19, 2025, ahead of their nationwide deployment for data collection starting this June.
The first survey (UPHIA 2016) was an important milestone in informing Uganda’s national HIV response. This survey, concluded in 2017, measured, among things, the viral load suppression at the population level and provided household-based HIV testing and counselling, with results returned to participants and those who tested positive referred to care. The survey also assessed HIV incidence, HIV and syphilis prevalence, as well as hepatitis B infection rates. These findings would offer nationally representative data to track Uganda’s progress in controlling the HIV epidemic at both national and regional levels.
The next survey, UPHIA 2020, building on past success, was again executed with technical leadership from Columbia University’s ICAP, working with Uganda’s Ministry of Health alongside UVRI, UBOS, regional referral hospitals, local governments, and the U.S. CDC. It offered useful insights that showed encouraging progress, indicating that up to 88% of people living with HIV in Uganda at the time knew their status, 98% of them were on treatment, and 90% had achieved viral suppression. These results reflected momentum toward the UNAIDS global 95-95-95 targets, ensuring that most people living with HIV are diagnosed, treated, and have the virus under control, and advancing the broader goal of ending the epidemic by 2030.
Since the release of these findings nearly five years ago, which helped shape national HIV programming in Uganda, the country has made notable progress, but challenges remain. The UPHIA 2020 findings reported major gaps in testing coverage, particularly among young people and men. The results were also instrumental in identifying service delivery shortfalls and guiding decisions on resource allocation, program design, and policy. Yet today, Uganda remains one of the most heavily burdened countries in the world, with over 1.5 million people living with HIV and over 50,000 preventable new infections recorded per year.

It is this trend that Uganda’s Ministry of Health is working urgently to reverse. Launching UPHIA 2025 at the Ministry’s headquarters in Kampala on May 29, 2025, amidst great hope and expectation among the participants, Uganda’s Minister of Health, Dr. Jane Ruth Aceng Ocero, noted that the long-anticipated and previously delayed survey had arrived at such a critical moment. She welcomed UPHIA 2025 as both a measure of the country’s resilience and a guide for the final stretch toward ending AIDS by 2030, now just a few years away.
“The UPHIA 2025 survey comes at a strategic time to help us recalibrate and refocus our efforts,” the Health Minister said, underscoring the importance of its outcomes. “This will be Uganda’s final population-based HIV survey before 2030, the target year for ending AIDS as a public health threat. The findings will serve as a baseline for tracking our progress toward this national and global goal. They will also guide the next phase of strategic planning, ensuring that the final push toward 2030 is grounded in robust and reliable data.”
This third round of the survey will be carried out in 6,685 randomly selected households across the country. The exercise will involve interviews with approximately 15,000 individuals aged at least 15 and selected through a national household listing by UBOS. Of those, around 14,980 are expected to provide blood samples for HIV testing and analysis of viral suppression and other health indicators. The survey will also include interviews with 1,300 children and adolescents aged 10 to 14, though no blood draws will be taken from this group. Participation is voluntary, free of charge, and requires consent from the head of each household.

Dr. Aceng explained that beyond providing updated estimates of HIV prevalence, incidence, and viral load suppression, and examining regional and demographic disparities, the survey, which will cover the rest of the year, will include a qualitative post-survey assessment component to gather insights from people living with HIV, particularly those not virally suppressed, to understand their challenges and strengthen support services. Also, for the first time, this survey will assess the burden of non-communicable diseases among people living with HIV and include focused interviews with adolescents aged 10 to 14 in Mid-North and Mid-Eastern Uganda, where viral suppression was reported to be lowest in UPHIA 2020.
These activities are made possible thanks to the development support from the U.S. government, which invested $10 million (about UGX 37 billion) for this survey. Speaking at the UPHIA 2025 launch, U.S. Ambassador to Uganda William W. Popp noted that the United States has partnered with Uganda for over three decades to help people live longer, healthier lives;
“The bulk of our annual support, approximately $500 million this year, is dedicated to health programs, making the U.S. government the largest single provider of health assistance to Uganda,” the Ambassador said. He added, “Through PEPFAR, the United States has played a major role in Uganda’s progress toward ending HIV as a public health threat. Since 2003, when Uganda became one of the first countries to implement the program, we have invested nearly three billion dollars—almost 11 trillion Uganda shillings—in HIV prevention, care, and treatment services, saving millions of lives and making both our countries safer from HIV.”

With the benefit of hindsight, Uganda’s early encounter with HIV in the 1980s marked the beginning of one of the region’s most severe epidemics. But over the decades, a determined national response, driven by political leadership, community mobilisation, collaboration and global support, has delivered measurable progress. In the recent past, adult HIV prevalence fell from 7.2% in 2010 to 5.1% in 2023. Among women, it declined from 8.5% to 6.6%, and among men from 5.8% to 3.6%. AIDS-related deaths dropped from 53,000 to 20,000 over the same period, with female mortality declining by 66% and child deaths by 77%.
All these gains, amidst the challenge, go to show what is possible with sustained commitment. What is more, throughout this long journey of Uganda’s battle with eradicating HIV, Makerere University School of Public Health has played a pivotal role. From the early work of Prof. David Serwadda, whose ground-breaking research during the initial detection of HIV helped shape Uganda’s early response, to last year’s 2024 landmark Purpose 1 study on the twice-yearly injectable Lenacapavir that proved 100% efficacy in preventing HIV infection, MakSPH has remained at the forefront of innovation, evidence generation, and policy influence.
That legacy continues today, with the School providing technical leadership to the Ministry of Health in the implementation of UPHIA 2025. At the launch, MakSPH Dean Prof. Rhoda Wanyenze expressed pride in the School’s role as a trusted partner in Uganda’s fight against HIV and other public health challenges. She noted that for over 70 years, during which the School has existed, MakSPH has helped shape the country’s public health landscape through rigorous research, training, and policy support, anchored by a strong, long-standing partnership with the Ministry of Health and partners.

She also noted that the collaboration between Makerere University and the U.S. CDC has helped build national capacity in surveillance and epidemiology, while also strengthening Uganda’s ability to lead high-quality, large-scale national surveys, asserting that:
“The partnership between Makerere University and CDC has not only helped build national capacity in surveillance and epidemiology, but has also strengthened our ability to lead high-quality, large-scale national surveys. After two decades of joint work, we are proud that UPHIA 2024–2025 is now a fully Ugandan-led effort. This is critical to the sustainability of the skills and knowledge generation to inform our local response.”
The survey builds on MakSPH’s experience conducting similar national studies, including those on tuberculosis, prison health, family planning, schistosomiasis, and non-communicable diseases such as the STEPS survey. It will leverage the School’s strong capacity in research and impact evaluation, both in Uganda and across the African region, with a firm commitment to delivering high-quality data guided by the same rigour and integrity that have defined our work over the years, Prof. Wanyenze affirmed.
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Health
What works, what doesn’t work? Researchers uncover the effect of supporting districts to operationalise digital payments for vaccination campaign workers
Published
5 hours agoon
September 22, 2025By
Mak Editor
By Joseph Odoi
A motivated and satisfied health workforce is critical for the success of mass vaccination campaigns against diseases like polio. High-quality vaccination campaigns can interrupt disease transmission, especially during and after periods of disrupted health services, such as those caused by the COVID-19 pandemic.
In sub-Saharan Africa, most vaccination campaign healthcare workers (VCHWs) have historically been paid in cash. Cash payments are often plagued by delays in funds disbursement, leakages, theft risks, and limited financial transparency. These challenges can negatively affect vaccination coverage and worker satisfaction.
To address these challenges, many countries are transitioning to digital payment systems, which are perceived as faster, more convenient, traceable, reliable, and easy to implement. Digital financial systems are already being rolled out in countries including Côte d’Ivoire, Ghana, Mali, Congo, and the Democratic Republic of the Congo. Uganda, with a projected population of nearly 41.6 million, had over 30 million registered mobile money customers using e-cash in 2019.
While early rollouts of digital payments have been largely successful, their full impact on vaccination campaign workers had not been systematically evaluated.
From 2021 to 2024, Makerere University (Uganda) and the University of Dakar (Senegal), with support from the Gates Foundation and technical partners including the Solina Group, WHO AFRO, and the Ministries of Health and Finance in both embarked on an important journey of research under the Digital Health Payment Initiatives and Research (DHPI-R) Project in 28 countries in Sub Saharan Africa
To explore the experiences and lessons of polio vaccination campaign healthcare workers (VCHWs), both male and female, during the 2022 oral poliovirus vaccination campaign in Uganda, researchers led by Prof. Peter Waiswa (principal investigator), together with Margaret McConnell, Juliet Aweko, Daniel Donald Mukuye, Charles Opio, Maggie Ssekitto Ashaba, Andrew Bakainaga, and Elizabeth Ekirapa-Kiracho, with support from the Gates Foundation, conducted a study titled “The Effect of Supporting Districts to Operationalise Digital Payments for Vaccination Campaign Workers: A Cluster Randomised Controlled Trial During the 2022 Polio Vaccination Campaign in Uganda.”
This study examined whether supporting districts to implement electronic cash (e-cash) payments, instead of cash, increased e-cash usage and improved vaccine campaign healthcare workers’ (VCHWs) motivation and satisfaction during an oral poliovirus vaccination campaign in 2022 in Uganda.
The mixed method study now published in BMJ Global Health, September 2025 was conducted in 54 districts in Uganda that had set up the government e-cash payment platform by May 2022. It involved healthcare workers supporting the polio vaccination campaign, regardless of direct vaccine contact. This included nurses, clinicians (vaccinators), mobilisers, community health workers (village health team members), recorders, local council representatives, and supervisors. The unit of randomisation was the district, while the unit of enrolment and data collection was the individual worker.
Method and Setting
As part of this study , In November 2022, a total of 54 districts and 2,665 vaccination campaign healthcare workers (VCHWs) were enrolled in the study and randomly assigned to two groups. Intervention districts received training on using the government e-cash platform, including managing user roles, uploading beneficiary data, and generating payment reports.
The control districts received the standard support given to districts during mass vaccination campaigns from the MoH, MoFPED, WHO and other development partners. This support included group training on implementation of payments, provision of vaccination materials and financial aid.
The study collected data on how VCHWs were paid, their motivation, and their satisfaction with the payment method. Overall, 765 VCHWs in intervention districts and 589 in control districts received e-cash payments.
Findings
Mode of payment for the vaccination campaign healthcare workers
Overall, approximately half of the campaign workers, 50.8% (1354/2665) were paid digitally (e- cash), either using mobile money or via the bank (online supple mental table 2). Payment by e- cash was higher among females, 53.9% (656/1215) compared with males, 48.1% (698/1450) and was lowest among campaign workers aged 30–39 years, 48.7% (368/765). E- cash payment was higher in the intervention arm at 57.5% (765/1,330) in comparison to the control arm at 44.1% (589/1,335).
Satisfaction with payment received during the campaign
Only 36.5% (705/1930) of the VCHWs were satisfied with the payment received during the campaign, with satisfaction being slightly higher in the intervention arm, 37.9% (353/931) compared with the control arm 35.2% (352/999) and among females 37.9% (351/925) compared with males 35.2% (354/1005). Satisfaction was lowest among the married workers, 35.7% (575/1611) compared with the other categories.
Timing and completeness of payments
Nearly, all VCHWs were paid after the campaign, 97.6% (1884/1930), with no significant difference between the intervention (98.1%, 913/931) and the control (97.2%, 971/999) arms
Delayed/non- payment was highest among those with no formal education, 34% (17/50) and among community mobilisers, 30.7% (392/1071). The majority (70.6%, 1362/1930) of the VCHWs stated that the payment received met or even exceeded their payment expectation.
Participants also stated that e-cash was convenient, transparent, time-saving, and cost-saving, as it reduced travel and waiting times and minimized informal deductions.
Despite these benefits and support to districts to operationalize digital payments , there was no significant difference in workers’ motivation or satisfaction between the intervention and control groups. The researchers attributed this partly due to challenges associated with both cash and digital payment modes.
Challenges experienced in effecting payments at the district level
Also a number of challenges were uncovered in this study . Challenges with e-cash payments included unanticipated withdrawal charges, unreliable internet networks, and lengthy processes for validating mobile telephone numbers. For example, payments were delayed or not processed when VCHWs’ names did not match the registration details held by telecommunication companies, or when workers did not have phones registered in their names.
One key informant had this to say on challenges around e-cash payments
‘’ There was a general complaint of charges. Remember when they are dispersing funds, they stick to the budget exactly. They are not looking at the charges. And when you are also paying you have to allocate minus the charges. You get the point. So the people would be expecting let’s take an example of 150 000/= and then they get 149 something. So, they would ask, ‘Why are we getting less money?’ So we labored to explain to them that the bank is charging a certain fee to facilitate the e- cash. (KII_West_EPI FP) There were also challenges associated with an unreliable internet network that was necessary to facilitate log ins for approval of payments
On Challenges experienced in effecting payments at the district level ,Key informant interviews with district leaders involved in the payment process identified several bottlenecks during the payment process of the campaign healthcare workers. One of the major e- cash payment challenges was a lengthy process of validating mobile telephone numbers. ensuring that the VCHW’s names matched the registered mobile account names attached to the telephone number provided by the VCHW for receipt of funds.
‘’Unsuccessful validation occurred when the VCHW’s names did not match the registration details held by the telecommunication companies. Payments for such individuals were delayed or not effected at all. Because some of them do not even have the phones, but they are very good at doing the work…Or if they have, then the phone is not registered in their names. We were supposed to bring that database of the community as well and feed them into the system. That became a problem’’. (KII_North_ADHO)
Suggestions to improve use of e-cash payment system
To increase the use of e- cash, the majority of key informants identified continued training of key staff as a critical intervention with subsequent follow- up to ensure payments are well implemented.
‘’We are not yet ready; our capacity hasn’t been built. We have a big knowledge gap regarding the e- cash system here in this district. (KII East CFO) We request for more training to be conversant [with the system], and to discuss the challenges together during that training, as we share the experiences. Where we have challenges, we sit together and see how they can be addressed’’. (KII_Central_CFO)
The participants also expressed the need for feedback mechanisms to allow them to dialogue with the payers in case there was a delay in payment. Additionally, the participants also acknowledged that there was a need to gradually expand adoption of digital payments considering contextual barriers. A hybrid approach would be an alternative, especially in the remote and hard-to-reach districts.
Other suggested solutions include early preparation of campaign health worker databases to allow for the lengthy telephone validation processes, improvement of the internet infrastructure, consistent use of e- cash payments across programmes and inclusion of withdrawal charges when making payments.
Moving forward policy, the researchers recommend the need to support e- payment systems, in order to minimize challenges in the pay ment processes.
‘’Suggestions to improve the e- cash experience include training of personnel in charge of e- cash payments, timely creation of VCHWs databases, expanding e- cash payments across programmes for efficiency and inclusion of withdrawal charges for the digital payments. To ensure the institutionalisation of digital payment interventions across Uganda, several key enablers are essential. These include formal policy integration by the Ministry of Health and Ministry of Finance into operational guide lines and budget frameworks, as well as ongoing capacity strengthening at the district level to enhance digital planning, payroll management and troubleshooting. Reliable infrastructure such as mobile connectivity and access to digital financial services like mobile money must also be prioritised, especially in rural areas. Implementing routine monitoring and feedback systems will be vital for tracking payment timeliness, worker satisfaction and system performance, allowing for continuous improvement. Furthermore, fostering public–private partner ships with telecom providers and payment platforms is critical for cost- effective scaling. With strong political commitment, aligned funding and active community engagement, this model holds the potential for broader national and regional adoption, leading to more efficient and equitable health service delivery’’. The paper concludes on the way forward
To read the paper; click; https://gh.bmj.com/content/10/Suppl_4/e016666
About The DHPI-R project
The DHPI-R project was commissioned by the Bill and Melinda Gates Foundation (BMGF) to generate evidence on digital payments in Africa. Although inception, conceptualization of the proposal, and grant award were conducted earlier in 2021, the DHPIR project officially started implementing activities in November 2021, up to March 2025. DHPIR is hosted at the School of Public Health, College of Health Sciences at Makerere University and is implemented in Anglophone and Francophone hubs (countries) in Africa. The Anglophone hub is hosted at MAKSPH, while the Francophone Hub is hosted by the University of Dakar (UCAD) in Senegal.
DHP-IR was rooted in the End Polio Game Campaign, championed by WHO-Afro and partners in 28 countries in Sub Saharan Africa, where digital payments was a key strategy for timely and complete payments to campaign workers.
Health
Ekyaalo Diagnostics; Johns Hopkins University Partners with Makerere and MUST to Advance AI Innovation for Breast Cancer Diagnosis
Published
2 weeks agoon
September 9, 2025By
Mak Editor
By Joseph Odoi
Globally, Breast cancer remains a serious health challenge, with the World Health Organization (2022) reporting over 2.3 million new cases annually and nearly 670,000 deaths. In Uganda, breast cancer is one of the leading cancers among women, yet the majority of patients are diagnosed at late stages due to delays in accessing diagnostic services, most of which are centralized at the Uganda Cancer Institute (UCI) in Kampala. Since 72% of Uganda’s population lives in rural areas, women often face late diagnosis due to long travel distances. Even after accessing care, results can take 1–6 months due to the slow process of transporting samples to central laboratories. This delay directly impacts the timely start of treatment.
To address this gap, Johns Hopkins University in collaboration with Makerere University and Mbarara University of Science and Technology (MUST), is spearheading innovative solutions that leverage artificial intelligence (AI) and low-cost technologies to improve early diagnosis and treatment.
As part of this collaboration, the Centre for Maternal, Newborn, and Child Health Research at Makerere University School of Public Health led by Associate Professor Peter Waiswa in July hosted a team of graduate biomedical engineers from the Center for Bioengineering Innovation and Design (CBID) at John Hopkins University.
The team is developing a low-cost, AI-powered technology called Ekyaalo Diagnostics, aimed at reducing the turnaround time for breast cancer diagnosis, especially in hard-to-reach areas. As part of their work, they undertook a learning tour at the Ministry of Health, Uganda Cancer Institute, and regional cancer referral centres. The purpose was to map stakeholders in the breast cancer space, gather Ekyaalo diagnostic technology usability feedback, and understand the local innovation ecosystem in breast cancer care.
Ekyaalo Diagnostics and Bringing Pathology Closer to Communities
The flagship innovation, Ekyaalo Diagnostics, is a portable AI-powered whole-slide scanner (WSS) designed to digitize cytology samples at Health Centre IVs and General Hospitals. These digitized images are securely transmitted to pathologists at higher-level facilities for timely review, eliminating the need for physically transporting samples to Kampala.

This technology has the potential to reduce diagnosis delays from several months to just a few days, thereby improving survival outcomes for breast cancer patients.
Building Local Solutions to Global Challenges
In addition to Ekyaalo Diagnostics, Makerere researchers at the Department of Biomedical Engineering are also advancing other innovations such as development of artificial breast prototypes to be used in educating women on breast cancer symptoms while Research at Mbarara University led by Dr. William Waswa, are developing PapsAI, a low-cost automated tool that support whole slide scanning of slides for cervical cancer screening.
These initiatives are aligned with the National Cancer Control Plan (NCCP) of the Ministry of Health, which emphasizes prevention, early detection, timely diagnosis.
Design Challenges and Considerations
Despite the progress being made, challenges persist, according to the team’s findings from the tour,these technologies hold great promise however their success in Uganda will depend on addressing some critical barriers.
One of the biggest challenges is limited staffing. Many lower-level health facilities lack trained laboratory personnel to prepare slides. For this reason, new technologies must be designed to be simple, user-friendly, and capable of being adopted after short training sessions.
Another major barrier is equipment maintenance. Past medical innovations in Uganda have often struggled with frequent breakdowns and software failures. The team emphasized that new diagnostic tools must be affordable, durable, and resistant to common system crashes if they are to serve rural health facilities effectively.
Finally, high operational costs continue to undermine sustainability. Some innovations fail because their maintenance costs are too high or because they are incompatible with existing health systems. Ensuring cost-effectiveness and system integration will therefore be vital for the long-term success of breast cancer diagnostic technologies in Uganda.
MORE ABOUT THE PROJECT
The project is led by the Johns Hopkins Center for Bioengineering Innovation and Design (CBID) in collaboration with Makerere’s Department of Biomedical Engineering and MUST researchers. Field learning tours have already been conducted at Mulago National Referral Hospital, Jinja, Mbarara, and Fort Portal Regional Referral Hospitals, with input from clinicians, technologists, and innovators in Uganda’s health ecosystem.
The Johns Hopkins team has conducted usability interviews with clinicians, laboratory technologists, and surgeons at multiple hospitals including Mulago, Jinja, Mbarara, and Fort Portal. They have also engaged with Uganda’s innovation ecosystem, including makerspaces and industry partners. It has been noted that the Ministry of Health together with Partners working on treatment of cancer has drafted the National Cancer Control Plan (NCCP) that is aimed at reducing incidence, morbidity and mortality through prevention and early treatment and palliative care. The Plan will give guide on health education, early detection, and diagnosis among others Special thanks go to the Center for Bioengineering Innovation and Design (CIBID) Johns Hopkins University for funding this field learning tour, Centre for Maternal Newborn and Child Health Research at School of Public health (Makerere University) for hosting the team, Departments of Bioengineering at Makerere University and Mbarara University of Science and Technology, Mulago pathology department and the Uganda cancer institute, Regional Referral hospitals of Jinja, Mbarara and Fort Portal among other General hospitals and Health center IVs visited for technical input.
Health
VectorCam Project; Makerere, Johns Hopkins, and MoH to Scale Up AI-Powered Malaria Surveillance across Uganda
Published
2 weeks agoon
September 9, 2025By
Mak Editor
By Joseph Odoi
In a significant step toward revolutionizing mosquito surveillance in Uganda, Dr. Peter Waiswa, Associate Professor of Health Policy Planning and Management at the School of Public Health, Makerere University has revealed that a new AI-driven mosquito surveillance project is set to be rolled out to strengthen vector monitoring efforts across 22 districts in Uganda.
He disclosed this while briefing a multidisciplinary team during a courtesy visit to the Ministry of Health on 7th August 2025 to engage with officials on the VectorCam Project.
The VectorCam Project is a partnership between the Makerere University School of Public Health, Johns Hopkins University, and the Ministry of Health, with funding from the Gates Foundation. The project seeks to revolutionize mosquito surveillance by shifting from manual, human-led identification to a digital, AI-driven mobile application using computer vision
What is VectorCam?
VectorCam is an innovative project focused on transforming how Uganda monitors malaria-carrying mosquitoes. At its core is a smartphone-based, AI-powered application that uses computer vision to quickly identify mosquitoes by species, sex, and feeding status whether a mosquito has fed recently or not. Traditionally, such analysis requires the expertise of entomologists and takes considerable time.
According to Prof Waiswa, VectorCam will advance ento. surveillance.
‘’We have worked with Johns Hopkins University and the Minister of Health to develop an AI-powered mobile application which can be used to identify mosquitoes. This apps tells you the type of mosquito, the sex of the mosquito, and whether the mosquito has a full abdomen or half abdomen or is empty. That is, if it fed last night or not.
This one is a way to just shift mosquito surveillance from people to an app. The app does it in 20 seconds using computer vision. It does it faster and better than any entomologist. Every district just has one Entomologist. So the entomologist can go and focus on other things as part of his work because nowadays an app can do it.
The good thing with the app is we’ve already done a big trial funded by the Gates Foundation and we have evidence that it works. The app also posts data and makes it accessible through the DHIS to the districts but also at the national level’’ Prof. Waiswa explained.
‘’With support and funding from the Gates Foundation, we are going to be scaling up the Vector Cam Project to 22 districts. In 12 of these, we will conduct research to evaluate how the app actually performs at scale in routine life settings ‘’ Prof Waiswa stated about the next project step.
As part of the project engagement, Prof. Waiswa met with Dr. Daniel Kyabayinze, Director of Public Health at the National Malaria Control Division, Ministry of Health, Uganda, who also serves as the Acting Program Manager for Malaria at the National Malaria Control Program (NMCP) to brief him on the project genesis and its next objectives which will lead to data-driven decision making to tailor vector control interventions.
Also in attendance were also; Professor Soumyadipta Acharya a respected researcher in the field of ento. surveillance from Johns Hopkins University, United States, along with representatives from the Ministry of Health and Makerere University.
More About VectorCam Project
VectorCAM is an innovative project focused on transforming how Uganda monitors malaria-carrying mosquitoes. At its core is a smartphone-based, AI-powered application that uses computer vision to quickly identify mosquitoes by species, sex, and feeding status.
Between November 2022 and April 2024, Makerere University, in partnership with Johns Hopkins University and Uganda’s National Malaria Control Programme (NMCP), successfully implemented the first phase of the VectorCam Project. Through this, the project piloted the VectorCAM an AI-driven mobile application that uses computer vision to identify mosquitoes by species, sex, and abdominal status providing rapid, cost-effective entomological surveillance in malaria-endemic regions.
Following the successful trial and validation of the technology, the project is now entering a new phase focused on scaling up.
VectorCam will be rolled out across 22 districts in Uganda, with operational research embedded in 12 of those districts to assess its performance.
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