Health AI, ML, Meta-learning, Risk-prediction, Anomaly detection, Sequence Data Pattern Recognition.

Authored and co-authored 60+ high-impact Journal Papers 2005 - 2020 Google Scholar Link

https://scholar.google.com/citations?user=B6juTC4AAAAJ&hl=en&authuser=1

Production software for anomaly detection :

[Patent: Determining variants in a genome of a heterogeneous sample. Jonathan Baccash, Aaron Halpern, Chao Tian, Krishna Pant, Paolo Carnevali

Patent issuer and number us WO2013040583A3]

Statistical Modeling and machine learning, risk prediction and causal inference

[First Author Paper: Tian C, Stokowski RP, Kershenobich D, Ballinger DG, Hinds DA. Variant in PNPLA3 is associated with alcoholic liver disease. Nat Genet. 2010]