Justin Cosentino

Researcher, Google

Joined

September 2022

Names

Justin Cosentino (Preferred)

Emails

****@cosentino.io (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2020 – Present

MS student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2018 – 2020

Undergrad student

Swarthmore College (swarthmore.edu)

2011 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning

Present

Genomics

Present

Publications

Inference of chronic obstructive pulmonary disease with deep learning on raw spirograms identifies new genetic loci and improves risk models
Justin Cosentino, Babak Alipanahi, Zachary R McCaw, Davin Hill, Michael H. Cho, Cory Y McLean, Farhad I Hormozdiari
- Nature Genetics
- Readers: Everyone
Unsupervised representation learning on high-dimensional clinical data improves genomic discovery and prediction
Taedong Yun, Justin Cosentino, Zachary R McCaw, Babak Behsaz, Davin Hill, Michael H. Cho, Cory Y McLean, Farhad I Hormozdiari
- Nature Genetics
- Readers: Everyone
ECG-Nest-FM: A Frequency-Focused ECG Foundation Model with Nested Embeddings
Abhishek Sharma, Lin Yang, Cory Y McLean, Justin Cosentino, Farhad I Hormozdiari
- MLGenX 2025
- Readers: Everyone
Towards a Personal Health Large Language Model
Justin Cosentino, Anastasiya Belyaeva, Xin Liu, Zhun Yang, Yun Liu, Shyam A. Tailor, Tim Althoff, John B Hernandez, Yossi Matias, Greg Corrado, Shwetak Patel, SHRAVYA SHETTY, Jiening Zhan, Daniel McDuff, Cory Y McLean
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
An Empirical Study of ML-based Phenotyping and Denoising for Improved Genomic Discovery
Bo Yuan, Cory Y McLean, Farhad I Hormozdiari, Justin Cosentino
- 09 Oct 2022 (modified: 05 May 2023)
- LMRL 2022 Paper
- Readers: Everyone

Co-Authors