Datascience walk-through in Healthcare

Sudha Jamthe
BusinessSchoolofAI
Published in
2 min readJul 9, 2021

Swathi Young, CTO and data scientist walked us through three #AI in Healthcare use cases with a live Q&A on the challenges and best practices in building AI models to solve real business problems in the healthcare industry.

Swathi Young is the CTO of Integrity Management Services. Follow Swathi Young on LinkedIn, or at swathiyoung.com for her TedX talk, or read her Ethical AI articles in Forbes or listen to her podcast interviews on her YouTube channel, all focused on AI in Healthcare.

Swathi Young, CTO and DataScientist and AI ethics Industry thought leader

tl:dr: of AI in Healthcare from WeeklyWed with Swathi Young

  1. Start with a business problem and arrive at a problem statement before you get started with the data science modeling lifecycle. This is my favorite lesson, as it resonates with the data science sprint we do in my online Capstone AI Lab Course, where we take as similar approach.
  2. Look for public datasets such as https://www.cancerimagingarchive.net to access existing models such as sarcopenia.ai, to build the initial models before fine tuning the model with healthcare metrics for feature engineering.
  3. Swathi Young shared her strategy in involving business users when working remotely — radiologists and surgeons, by engaging them with remote interview recordings to validate the business assumptions.

Watch the interview of Swathi Young below with host and product manager Ananya Sen at WeeklyWed Speaker Lounge at Business School of AI.

Join WeeklyWed Speaker Lounge at Business School of AI to connect with our past and present student alums to learn more about the reality of AI in industry.

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Join WeeklyWed Speaker Lounge at Business School of AI for the next session, which is a live online lab, to learn how images are processed using AI right from labeling, as well as ethical data collection and object identification.

Let us know if you work in AI, building AI solutions and tell us about your experience with successfully modeling AI in a multi-stakeholder AI modeling lifecycle.

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Sudha Jamthe
BusinessSchoolofAI

Passion drives me: People, AI & Autonomous Vehicles Business @StanfordCSP, BusinessSchoolofSchool.com Vegetarian. Aspiration: a limitless world.