Wei Yi Cheng | Data Scientist
Roche Innovation Center New York

Wei Yi Cheng, Data Scientist, Roche Innovation Center New York

Wei-Yi Cheng is a senior data scientist at Roche Innovation Center New York. He specialized in integrated big data analytics with a focus on digital biomarker development for neuralmuscular diseases, and genomics biomarker discovery.  He is one of the global driving forces in Roche to identify areas where advanced analytics can bring value to pharmaceutical R&D. Wei-Yi received his Ph.D. degree in Electrical Engineering from Columbia University in the City of New York, where his research focused on development of genome-scale data mining algorithms for biological discovery and predictive modeling.

Appearances:



Ai in Healthcare 2018 Day Two @ 11:40

Machine learning for big pharma big data

  • How machine learning facilitated the development of digital biomarkers for more objective, continuous assessment of Parkinson's disease progression
  • Opportunities of bringing value from medical images, genomics, EMR for drug development
  • The key challenges of internalizing state-of-art machine learning capabilities on pharma big data

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