Michael E. Birnbaum

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 4

Top Topics

Mass Spectrometry

Bayesian Framework

Machine Learning

Top Venues

Nat. Comput. Sci.

Publications

Xingcheng Lin, Jason T. George, Nicholas P. Schafer, Kevin Ng Chau, Michael E. Birnbaum, Cecilia Clementi, José N. Onuchic, Herbert Levine
Rapid assessment of T-cell receptor specificity of the immune repertoire. Nat. Comput. Sci. 1 (5) (2021)
Zheng Dai, Brooke D. Huisman, Haoyang Zeng, Brandon Carter, Siddhartha Jain, Michael E. Birnbaum, David K. Gifford
Machine learning optimization of peptides for presentation by class II MHCs. Bioinform. 37 (19) (2021)
Ge Liu, Haoyang Zeng, Jonas Mueller, Brandon Carter, Ziheng Wang, Jonas Schilz, Geraldine Horny, Michael E. Birnbaum, Stefan Ewert, David K. Gifford
Antibody complementarity determining region design using high-capacity machine learning. Bioinform. 36 (7) (2020)
Patrick V. Holec, Joseph Berleant, Mark Bathe, Michael E. Birnbaum
A Bayesian framework for high-throughput T cell receptor pairing. Bioinform. 35 (8) (2019)