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At Mediflow AI, we’re building intelligent solutions to transform oxygen delivery and readiness in low- and middle-income countries. Our work is grounded in real-world challenges, informed by frontline research, and shaped by global best practices. Below are key reports that offer vital insights into oxygen infrastructure, supply chain management, and systems-level improvements.
Publisher: FHI 360 / USAID
A comprehensive report that highlights oxygen supply gaps exposed during COVID-19 in South Africa—ranging from infrastructure shortfalls to digital and human resource constraints. A must-read for understanding the urgency of scalable, tech-driven interventions.
🔗 Read the report
Publisher: UNICEF Supply Division
UNICEF outlines a robust framework for the oxygen supply chain, from production to point-of-care, with emphasis on sustainable technologies, decentralized systems, and biomedical engineering capacity in LMICs.
🔗 Explore the full resource
Publisher: PATH
This report provides an in-depth overview of Africa’s oxygen infrastructure, including production methods (PSA vs cryogenic), distribution bottlenecks, and health facility readiness. An essential reference for policymakers, health tech innovators, and supply chain partners.
🔗 Access the report
🔧 These insights inform the design of our Mediflow AI modules, from AI-powered training platforms and remote patient monitoring tools, to digital oxygen infrastructure planning for last-mile health systems.
At Mediflow AI, we’re committed to harnessing the power of artificial intelligence to support healthcare delivery, empower frontline workers, and strengthen health systems. These trusted global sources provide key insights into the evolving landscape of AI in healthcare—from clinical applications to ethics, innovation, and infrastructure.
Publisher: World Health Organization
This official WHO report addresses the responsible use of AI in health, including governance, risk mitigation, equity, and human rights. It’s a foundational resource for understanding how AI should be applied safely and ethically in global health.
🔗 Read the report
Publisher: Harvard Medical School
A high-level overview of how AI and machine learning are reshaping diagnostics, drug discovery, and clinical workflows. Harvard explores both potential and limitations with real-world use cases in hospital settings.
🔗 Explore the article
Publisher: OpenAI
OpenAI outlines its healthcare research initiatives and how its models, including GPT-based systems, are being used to assist with medical data processing, clinical decision-making, and patient communication.
🔗 View OpenAI Healthcare Research
💡 These resources inform the development of our AI-powered training systems, virtual assistants, digital oxygen mapping, and smart remote monitoring platforms—ensuring Mediflow AI solutions are grounded in evidence-based practice and global best standards.
Empowering healthcare professionals with the right tools, knowledge, and continuous training is at the heart of what we do at Mediflow AI. The following platforms are shaping the future of digital learning and intelligent training for frontline healthcare workers across the globe.
Publisher: Moodle
Moodle provides a powerful, open-source LMS that supports healthcare training and certification. Widely adopted in LMICs, it offers modular learning, multilingual access, and scalable course management—making it an ideal complement to Mediflow AI’s training stack.
🔗 Explore Moodle Healthcare Solutions
Publisher: World Health Organization
The WHO Academy is transforming global health education with mobile-first, multilingual digital learning aligned to pressing health priorities. It serves as a critical foundation for evidence-based education and deeply influences Mediflow AI’s training philosophy.
🔗 Visit WHO Academy
Publisher: Flametree AI
Flametree offers intelligent, conversational AI tools designed to assist with soft skills and clinical scenario training. It represents the future of adaptive, AI-driven learning—similar to the virtual trainer assistants and simulations integrated into Mediflow AI’s platform.
🔗 Discover Flametree AI
📘 These platforms inform the foundation of Mediflow AI’s intelligent learning ecosystem—combining AI-powered LMS, contextualized training modules, and accessible learning for healthcare workers in LMICs and underserved regions.
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