
AfriPredict Pro – AI-Powered Chronic Disease Prediction Toolkit for Sub-Saharan Africa
- June 28, 2025
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Nairobi, Kenya – June 28, 2025 — Doctors Explain Digital Health Co. LTD., a pioneer in health innovation based in Nairobi, Kenya, has officially unveiled AfriPredict Pro—a groundbreaking AI-powered predictive analytics toolkit designed specifically to tackle the growing burden of chronic diseases in Sub-Saharan Africa.
This novel standalone application, which processes data entirely on the user’s device to uphold the highest standards of privacy and autonomy, offers real-time risk prediction, disease progression forecasting, and treatment outcome modeling for six high-priority chronic conditions:
- Diabetes (Type 1 & Type 2)
- Hypertension
- HIV/AIDS
- Malaria (chronic and comorbid forms)
- Tuberculosis (TB drug resistance & adherence)
- Sickle Cell Disease (crisis prediction)
🔍 Why It Matters: A Digital Leap for Africa’s Chronic Care Burden
Chronic conditions now account for more than 40% of total morbidity across the African continent, according to WHO regional estimates, yet public health systems are largely designed to address acute and infectious disease outbreaks. Resource-limited settings face systemic challenges: insufficient diagnostic infrastructure, clinician shortages, fragmented data systems, and low health literacy—especially outside urban hubs.
AfriPredict Pro responds to these challenges by decentralizing predictive health intelligence, placing it directly in the hands of frontline clinicians, health officers, researchers, and health ministries. By leveraging lightweight, locally adaptable machine learning models, the toolkit allows users to:
- Input demographic (e.g., age, sex, ethnicity), lifestyle (e.g., diet, activity), and clinical (e.g., BMI, family history) data
- Run real-time chronic disease risk assessments
- Simulate treatment response scenarios
- Analyze regional epidemiological patterns
- Generate insights that inform public health interventions
The tool is accessible via this link:
🔗 https://doctorsexplain.net/AI-Chronic-Condition-Toolkit/
🧠 Innovation by Africans, for Africa: The Vision Behind AfriPredict
AfriPredict Pro was developed under the direction of Dr. Levi Cheruo Cheptora, a decorated digital health innovator, educator, and founder of Doctors Explain. With a career spanning healthcare entrepreneurship, AI research, and public health advocacy, Dr. Levi has long emphasized the role of locally driven innovation in addressing Africa’s healthcare inequities.
Speaking during the launch, Dr. Levi noted:
“We built AfriPredict to meet a specific need: enabling African healthcare workers and policymakers to proactively manage chronic conditions without relying on expensive, centralized systems. It’s fast, private, intuitive—and made to work where bandwidth and budgets are low.”
The innovation draws from Dr. Levi’s extensive research experience with institutions like Africa CDC and CDC USA, as well as his leadership of Doctors Explain Digital Health Co. LTD., a company focused on simplifying healthcare through telemedicine, eLearning, and digital therapeutics.
AfriPredict’s release also builds on Doctors Explain’s 2024 white paper, “Leveraging Artificial Intelligence and Telemedicine to Enhance Healthcare Delivery in Kenya” (Frontiers in Digital Health), which highlighted predictive AI as a key frontier for rural health transformation.

⚙️ How It Works: A Deep Dive into AfriPredict Pro
AfriPredict is a client-side application—which means no data is sent to external servers, preserving user privacy and enabling offline functionality. It includes:
- Chronic Disease Dashboard
Select from six chronic conditions to explore:- Disease-specific risk factors
- Regional prevalence heatmaps
- AI-generated alerts for intervention urgency
- Advanced Predictive Modules
- Risk Assessment Tool: Calculate probability of disease onset
- Progression Prediction: Model worsening or improvement based on lifestyle, adherence, or clinical data
- Treatment Outcome Predictor: Simulate different therapies and forecast response
- Custom Analysis Engine: Create localized health scenarios based on target populations (e.g., women aged 45+, urban vs rural)
- User Personalization Features
- Health professionals can input name, region (e.g., West Africa), role, and preferred condition focus (e.g., diabetes) to customize interface and insights.
🌍 Transformative Potential for Public Health and Policy
AfriPredict is more than a tool—it’s a strategic digital infrastructure asset. Governments and NGOs can deploy it to:
- Predict regional disease surges
- Target prevention campaigns (e.g., salt reduction in hypertension hotspots)
- Evaluate policy simulations (e.g., what happens to diabetes burden if exercise increases by 20%?)
- Support Universal Health Coverage (UHC) through scalable data-driven interventions
In the private sector, it opens new doors for:
- Community clinics and CHWs (Community Health Workers) to triage patients early
- Academic institutions to integrate predictive AI in health curricula
- Local health entrepreneurs to build products on top of the AfriPredict API (coming Q4 2025)
🤝 How AfriPredict Aligns with the Doctors Explain Ecosystem
AfriPredict Pro is not an isolated initiative. It integrates seamlessly with:
- Doctors Explain’s Telemedicine Platform, enabling AI-informed remote consultations
- Digital Doctors College, providing training on AI health tools and data literacy
- Doctors Explain’s Public Health Literacy Network, offering community health workers a simplified interface for rural deployment
These initiatives are backed by Doctors Explain’s award-winning leadership and partnerships with institutions like VC4A, Kenyatta University Teaching & Referral Hospital, and the Microsoft for Startups Founders Hub.
📣 Call to Action: Be Part of Africa’s Digital Health Renaissance
Doctors Explain is now calling on:
- Health Ministries and Regional Governments to adopt AfriPredict as part of their national NCD strategy
- Medical Schools to embed AfriPredict into curricula for training next-gen digital health professionals
- NGOs, donors, and philanthropic organizations to fund rural deployment and grassroots awareness
- Clinicians, researchers, and community health workers to start using the tool and sharing case feedback
📥 Download and use AfriPredict now:
🔗 https://doctorsexplain.net/AI-Chronic-Condition-Toolkit/
📨 Collaborate or partner with us: info@doctorsexplain.net
🌐 More on our mission: www.doctorsexplain.net
“With AfriPredict Pro, we’re not just predicting disease—we’re anticipating lives saved, empowering frontline workers, and bringing Africa closer to precision public health.”
— Dr. Levi Cheruo Cheptora, Founder & CEO
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