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Sheharyar Raza: The Leaky Pipeline of AI and Machine Learning in Transfusion Medicine
Feb 21, 2026, 15:49

Sheharyar Raza: The Leaky Pipeline of AI and Machine Learning in Transfusion Medicine

Sheharyar Raza, Transfusion Medicine Specialist and Data Scientist at University Health Network, shared on LinkedIn about a recent article he and his colleagues co-authored, adding:

“In healthcare, AI/ML technologies are only as good as what can be deployed.

In this issue of Transfusion Medicine Reviews, my co-authors discuss the leaky pipeline of AI/ML technologies, focusing on promising transfusion medicine models that are created yet never validated to never deployed to never monitored to never studied for effectiveness on hard health outcomes.

We briefly outline key principles for successful deployment.”

Title: Artificial Intelligence Implementation in Transfusion Medicine: Addressing the Challenges of Clinical Adoption

Authors: Suzanne Maynard, Joseph Farrington, Sheharyar Raza, Simon J. Stanworth

Read the Full Article on Transfusion Medicine Reviews

Sheharyar Raza: The Leaky Pipeline of AI and Machine Learning in Transfusion Medicine

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