The two-day 2^nd Artificial Intelligence (AI) in Health Africa Conference that kicked off today in the Main Hall, Makerere University has been described as not being about technology but about people – the vulnerable communities bearing the burden of infectious diseases and other health challenges – and the promise AI holds as a panacea. Officially opened by Hon. Dr. Monica Musenero, Minister of Science, Technology and Innovation the conference will be held under the theme “Setting AI for Sustainable and Inclusive Health Systems in Africa”.

Africa Must Enter the ‘Evil Forest’

In her now characteristic style of speaking from the heart, Hon. Dr. Musenero observed that Africa has from the first industrial revolution to the current fourth and impending fifth industrial revolutions experienced emotions ranging from non-recognition, rejection and skepticism to the current consumption with awe. This current emotion, though receptive unlike previous ones, continues to position Africa at a disadvantage economically, she noted.

“We are positioning ourselves to disadvantage in skill; we have positioned ourselves at the consumption end and we’ve stood in awe of this technology,” she observed, using the example of the amount of admiration a user who whips out the latest iPhone 17 attracts from those around them. “We respect you for your iPhone 17, but I would be happier if you were able to design and manufacture iPhone 5” intimated Hon. Dr. Musenero.

The Minister urged fellow scientists to wake up to the realization that the future of Africa lies in their hands. “We can no longer be passive participants, we can no longer reside on the shallow end of science; we must be willing, as I said when I was here last week, to enter the ‘evil forest’”.

The ‘evil forest’ is Hon. Dr. Musenero’s analogy of Africa’s perception of current technology ecosystem drawing parallels with scenes often dramatized by Nigerian Movies. She notes that though depicted in these movies as scary and potentially dangerous, the ‘evil forest’ is loaded with hidden treasures, necessitating resilience and wisdom for one to navigate the pitfalls until they discover the treasure trove. Upon discovery, the value of this treasure has the potential to turn around the fortunes of the family, community or entire kingdom. Entering the ‘evil forest’ therefore, is her way of encouraging scientists to go beyond adapting imported technology for local use to understanding how it works enough to develop homegrown solutions.

Building AI Capacity through Synergy

Representing the Vice Chancellor, Prof. Barnabas Nawangwe, the Academic Registrar, Prof. Buyinza Mukadasi concurred with Hon. Dr. Musenero that Uganda needs to accelerate investment capacity in AI, if it is to be used as tool to manage health challenges. He nevertheless underlined the steps Makerere has undertaken to close the gaps by hosting units such as the Infectious Diseases Institute (IDI), AI and Health Lab, Innovation Pod, while working with various partners.

“We want to renew our commitment that we shall continue to translate our research findings into service delivery and products that improve the livelihoods of our people,” pledged Prof. Buyinza, who also noted that this will be undertaken within institutional ethical guidelines and policies, bolstered by good practices and recommendations arising from the conference.

Taking cognizance of contributions of various partners to strides made so far, the Permanent Secretary Ministry of ICT and National Guidance, Dr. Aminah Zawedde who was represented by Mr. Ambrose Ruyooka, the Ministry’s Head of Department of Research and Development, thanked the Makerere University AI Health Lab, IDI, Health AI for All Network, the Research and Innovation Fund, the African Population and Health Research Centre, and the Mastercard Foundation for convening the second edition of the conference.

“This year’s theme aligns perfectly with Uganda’s digital transformation vision. It reminds us that while innovation is powerful, true progress lies in ensuring it is equitable, ethical, locally relevant, and accessible to all” read Dr. Zawedde’s remarks.

She noted that when used responsibly, AI empowers healthcare workers to do more with greater precision and efficiency while extending services to under-served communities, essentially amplifying their impact whilst preserving the essential human touch that defines care. Dr. Zawedde reiterated the Government of Uganda’s commitment to positioning AI as a catalyst for national development and improved service delivery through the national AI governance framework. “By the end of 2025, we expect to reach a decision on whether to adopt a comprehensive AI policy or a flexible, sector-led regulatory approach.”

Referring to projects already underway at the College of Computing and Information Sciences (CoCIS), the Principal, Prof. Tonny Oyana underscored the great promise AI holds for not only improving affordability but also diagnosis of disease. He nevertheless called for targeted investment in data centres so as to build the required capacity to process the large amount of data that AI thrives on.

The Executive Director IDI and conference Co-Chair, Dr. Andrew Kambugu described the conference timing as “impeccable”. Citing a recently convened conference on Communicable and Non-Communicable Diseases that discussed Universal Health Coverage, he shared “there are people in this country who are one step away from disaster because of health.”

He therefore paid tribute to his conference Co-Chair, Dr. Rose Nakasi, whose AI-automation work with the light microscope, one of game-changing inventions in human medicine to-date, has improved precision, accuracy and efficiency in diagnosis of malaria, tuberculosis and cancer in healthcare facilities. Dr. Kambugu therefore urged his audience to always be eager to learn about the capabilities game changing tools such as AlphaFold.

“Our African Centre of Excellence in Bioinformatics & Data Intensive Science (ACE) in collaboration with CoCIS has been one of the first trainers of AlphaFold in Africa” remarked Dr. Kambugu. He added that the to ensure inclusive training ACE has attracted funding to support the She Data Science (SHEDS) project, an initiative that offers MSc and PhD fellowships to Ugandan women in the fields of data science and bioinformatics, with a strong emphasis on health data.

How Ocular is shaping healthcare

Conference Co-Chair and Principal Investigator of Ocular, Dr. Rose Nakasi noted that their project that aims at empowering healthcare professionals with AI-powered microscopy was motivated by the fact that wrong diagnoses have a cascading effect on prescription, treatment, recommendation and surveillance services. “Where health practitioners have been taking 30 minutes or more to diagnose malaria, and days to diagnose cancers, we are slashing down that time to literally 5 seconds to diagnose and make a recommendation.” She added.

Dr. Nakasi added that beyond diagnosis, the Ocular project is supporting the Ministry of Health with more precise surveillance and monitoring of diseases by quicker augmentation of information for faster roll-out of interventions as opposed to current weekly or monthly reporting period required by the Digital Health Information System (DHIS 2).

“The beauty about AI is that it has the capability not to just learn with one dataset but also provide insights on different pieces of data – for diseases such as malaria where climate has an effect, we want to integrate climate datasets and seasonality aspects so that interventions by Government are timely and targeted to specific locations.”

Beyond the plenary sessions, the 2^nd AI in Health Africa Conference will feature abstract presentations, a Makerere AI Health Lab Showcase, Breakout Sessions, Workshops, Masterclasses and a hackathon for prototypes developed during the conference. Please see downloads for a detailed concept and programme.