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LEAP & MIT CEO Entrepreneur BootCamp Series II-How to Develop Machine Learning Models for Healthcare

In recent years, Machine Learning as an advanced technology has been developed in varieties of scientific areas to assist with research and analysis, and made breakthrough progress. In the session 3, we are very excited to invite Cameron Chen, Staff Software Engineer and Tech Lead Manger from Google Health, to share with us their work and experiences on how to develop machine learning models for Healthcare.


Session 3: How to Develop Machine Learning Models for Healthcare


Advances in machine learning (ML) and the availability of digitized healthcare data have contributed to a growing number of studies in ML applications for healthcare. A common goal of these ML models is to improve patient care, both for clinicians and patients. In this talk, Cameron will discuss machine learning's translational process in healthcare: problem selection, data collection, ML model development, validation, assessment of impact, and deployment. In this framework, they will share the roadmap of the works in the space of ophthalmology and pathology. These works have demonstrated the potential of ML to improve the accuracy and availability of high-quality care drastically. Furthermore, some of the works started as pure research projects have transformed into systems for real patient care in several countries.




Speaker: Po-Hsuan Cameron Chen, Staff Software Engineer and a Tech Lead Manager of Machine Learning at Google Health. Cameron's primary research interests lie at the intersection of machine learning and healthcare. His research has been published in leading scientific, clinical and machine learning venues, including Nature, JAMA, NeurIPS, etc. Those research has also been covered by various media outlets, including the New York Times, Forbes, Engadget, etc. He received his PhD in Electrical Engineering and Neuroscience from Princeton University and his BS from National Taiwan University. Cameron was also a recipient of the Google PhD Fellowship


Time: 7:00 pm PT, March 20 / 10:00 pm ET, March 20


Registration Link: https://www.eventbrite.com/o/leap-21837458613


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Next session broadcast: The Art fo Pitch Deck Drafting and Fundraising


Fundraising is a key step in entrepreneurship. An outstanding business plan will contribute to the good impression on the investors. Dr. Charles Chen, with profound investment experience in both China and the U.S., will share with us in the next session about the key factors to a successful business plan and practical approaches to succeed in fundraising. Detailed topics include:

  • How to layout the blueprint with a business plan

  • How to attract investors

  • How to move forward in fundraise

  • How to effectively communicate with investors


Speaker: Charles Chen, Doctor of Law, Consultant of Alumni Ventures Group, Member of Stanford Angels & Entrepreneurs, Board Member of LEAP.


Time: 7:00 pm PT, March 27 / 10:00 pm ET, March 27



Future sessions in a glance


  • General:

  • Tax Structuring and Tax Considerations in Business Operations

  • Understanding the Financing Term Sheet

  • Entrepreneur Decision Making and Negotiation

  • Trends in Life Sciences Capital Markets

  • Fireside Chat on Research, Innovation and Entrepreneurship

  • More to come...

  • Subdivision:

  • Business Development for Life Sciences Companies

  • China - U.S. Drug Regulatory Systems

  • Regulations and pitfalls in healthcare

  • Case Study on New Drug Development

  • The Trends of China’s Healthcare Reform

  • Navigating Global Medical Devices Market

  • More to come...


Partners:


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