Advancing AI-Driven Healthcare: Our Published Research
Palindrome Data is committed to scientific innovation in AI-powered healthcare solutions. Our research focuses on machine learning applications in HIV treatment, patient retention, and predictive analytics for global health challenges.
1
Applying Machine Learning to Retention & Viral Suppression in South African HIV Treatment Cohorts
Study on AI-powered treatment retention models in South Africa.
- Findings: AI-driven risk scores improved treatment adherence and reduced dropout rates.
2
Validation & Improvement of a Machine Learning Model for Predicting ART Interruptions
Evaluation of Lesedi AI’s predictive accuracy in HIV treatment programs.
- Findings: AI models successfully identified high-risk patients for early intervention.
3
Historical Visit Attendance as a Predictor of Treatment Interruption in South African HIV Patients
Exploring how patient visit patterns impact AI risk scoring.
- Findings: Machine learning models were able to predict treatment interruptions based on visit history.
Case Studies: AI in Action
Nigeria: Reducing HIV Treatment Interruptions with AI
Integrating AI-powered HIV treatment solutions in Nigeria.
South Africa: AI-Driven Differentiated HIV Care
Using AI to optimize service delivery models and enhance patient retention.
Tajikistan: AI-Powered Maternal Health Risk Prediction
Climate data integration into AI models for maternal health outcomes.
White Papers: AI's Role in Transforming Healthcare
Recent Policy Briefs & White Papers:
MG Policy Brief - Dec 2024
How AI-driven healthcare interventions reduced treatment interruptions in Nigeria.
The Role of AI in Differentiated Service Delivery Models
Optimizing patient care pathways using predictive analytics.
Leveraging Machine Learning for Global Health Strategy
How AI can shape future public health decision-making.
Our Mission & Capabilities: Download Our Statement
The Palindrome Data Capability Statement outlines our mission, AI solutions, global partnerships, and impact across multiple healthcare programs.
