Idea Lab
Explore innovative AI projects and collaborative research at the AI4Purpose Idea Lab

Analytics Evolution from Decision Tree to GenAI
How do analytics professionals explain AI / ML to the non-technical user community? How far have we traveled in the past few decades from a Decision Tree tool to Generative AI?
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Have a Try: Tracing a Career Through Curiosity, Creativity, and Purpose
Three pivotal moments that have shaped experience and vision. Each event has contributed to a narrative of trying, weaved together threads of curiosity, and taught that a career journey can be full of explorations and triumphs.
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Reflection: an End-of-Year Message from an AI4Purpose Co-Founder
As the Co-Founder of AI4Purpose Inc., a warm welcome and celebration marking the end of our founding year of 2024. It was a whirlwind of establishing AI4Purpose Inc., to innovate, connect and mentor in artificial intelligence and related fields.
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IMPACCT RWE Summit Allows Exploration of Future of Real-World Evidence
How has the landscape for real-world evidence progressed in the last 12 months? The field of real-world evidence generated from real-world data has progressed significantly since the 21st Century Cures Act.
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Empowering Healthcare with Real-World Data and Artificial Intelligence: Ensuring Responsible Use and Exploring Key Use Cases
As we collectively advance into the age of digital transformation, two elements are becoming increasingly pivotal in shaping our world: data and artificial intelligence. In healthcare, this data is invaluable, presenting insightful reflections of patient journeys and health trends.
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From Randomized Trials to Real-World Data: The Evolution of Outcomes Research and the Path Forward
Thirty years ago, I made the shift from conducting randomized clinical trials to undertaking observational outcomes research studies. At the time, health care costs were on the increase and as a result, more attention was being focused on assessing the value obtained from investments in health care.
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AIM: Antisepsis for Infants and Moms
Maternal sepsis is a severe and life-threatening disease that can occur throughout the reproductive period. This mHealth solution provides daily self-maternal sepsis monitoring from the beginning of gestation to postpartum.
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SomniaAI: A Digital Solution for Menopausal Insomnia
A digital tool developed by AI4Purpose Inc. to provide a tailored solution for menopausal women struggling with insomnia by addressing both physical and psychological factors through health monitoring and emotional healing.
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