EPISODE · Oct 22, 2024 · 31 MIN
Transforming Cancer Care with AI with Swathi Young, CTO Allwyn Corporation
from The STEM Career Coach · host Airswift
In this episode of AI to Z, Anna Frazzetto is joined by Swathi Young, Chief Technology Officer at Allwyn Corporation, to explore how AI is driving transformative change in healthcare. Swathi draws on her extensive experience with machine learning in cancer research to illustrate AI’s potential to improve patient outcomes. She describes a project where her team developed algorithms to automate the analysis of CT scans for lung cancer patients, revealing that "visceral fat in the L3 vertebrae can significantly impact post-surgery recovery," a discovery that helped surgeons optimize treatment plans. Swathi also shares a structured, five-step approach for taking AI from concept to implementation, starting with identifying business problems and ensuring the right capabilities are in place. She emphasizes the importance of building “responsible AI” by considering potential biases in the data. “AI amplifies human biases,” she cautions, using examples from her work to highlight the need for diverse perspectives in AI development. Throughout the conversation, Swathi underscores the need to approach AI with a focus on real-world impact and accountability, making the episode a must-listen for leaders interested in harnessing AI for meaningful change in healthcare and beyond.
What this episode covers
In this episode of AI to Z, Anna Frazzetto is joined by Swathi Young, Chief Technology Officer at Allwyn Corporation, to explore how AI is driving transformative change in healthcare. Swathi draws on her extensive experience with machine learning in cancer research to illustrate AI’s potential to improve patient outcomes. She describes a project where her team developed algorithms to automate the analysis of CT scans for lung cancer patients, revealing that "visceral fat in the L3 vertebrae can significantly impact post-surgery recovery," a discovery that helped surgeons optimize treatment plans. Swathi also shares a structured, five-step approach for taking AI from concept to implementation, starting with identifying business problems and ensuring the right capabilities are in place. She emphasizes the importance of building “responsible AI” by considering potential biases in the data. “AI amplifies human biases,” she cautions, using examples from her work to highlight the need for diverse perspectives in AI development. Throughout the conversation, Swathi underscores the need to approach AI with a focus on real-world impact and accountability, making the episode a must-listen for leaders interested in harnessing AI for meaningful change in healthcare and beyond.
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Transforming Cancer Care with AI with Swathi Young, CTO Allwyn Corporation
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