Andrew Carroll

According to our database, Andrew Carroll authored at least 9 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Improving variant calling using population data and deep learning.

Nae-Chyun Chen, Alexey Kolesnikov, Sidharth Goel, Taedong Yun, Pi-Chuan Chang, Andrew Carroll

BMC Bioinform., December, 2023

Towards Generalist Biomedical AI.

Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena, Basil Mustafa, Aakanksha Chowdhery, Yun Liu, Simon Kornblith, David J. Fleet, Philip Andrew Mansfield, Sushant Prakash, Renee Wong, Sunny Virmani, Christopher Semturs, S. Sara Mahdavi, Bradley Green, Ewa Dominowska, Blaise Agüera y Arcas, Joelle K. Barral, Dale R. Webster, Gregory S. Corrado, Yossi Matias, Karan Singhal, Pete Florence, Alan Karthikesalingam, Vivek Natarajan

CoRR, 2023

Multimodal LLMs for Health Grounded in Individual-Specific Data.

Anastasiya Belyaeva, Justin Cosentino, Farhad Hormozdiari, Krish Eswaran, Shravya Shetty, Greg Corrado, Andrew Carroll, Cory Y. McLean, Nicholas A. Furlotte

Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

2022

Knowledge distillation for fast and accurate DNA sequence correction.

Anastasiya Belyaeva, Joel Shor, Daniel E. Cook, Kishwar Shafin, Daniel Liu, Armin Töpfer, Aaron M. Wenger, William J. Rowell, Howard Yang, Alexey Kolesnikov, Cory Y. McLean, Maria Nattestad, Andrew Carroll, Pi-Chuan Chang

CoRR, 2022

2021

Accurate, scalable cohort variant calls using DeepVariant and GLnexus.

Taedong Yun, Helen Li, Pi-Chuan Chang, Michael F. Lin, Andrew Carroll, Cory Y. McLean

Bioinform., 2021

2020

A crowdsourced set of curated structural variants for the human genome.

Lesley M. Chapman, Noah Spies, Patrick Pai, Chun Shen Lim, Andrew Carroll, Giuseppe Narzisi, Christopher M. Watson, Christos Proukakis, Wayne E. Clarke, Naoki Nariai, Eric T. Dawson, Garan Jones, Daniel J. Blankenberg, Christian Brueffer, Chunlin Xiao, Sree Rohit Raj Kolora, Noah Alexander, Paul Wolujewicz, Azza E. Ahmed, Graeme Smith, Saadlee Shehreen, Aaron M. Wenger, Marc Salit, Justin M. Zook

PLoS Comput. Biol., 2020

2019

Learning from Data-Rich Problems: A Case Study on Genetic Variant Calling.

Ren Yi, Pi-Chuan Chang, Gunjan Baid, Andrew Carroll

CoRR, 2019

2016

A hybrid computational strategy to address WGS variant analysis in >5000 samples.

Zhuoyi Huang, Navin Rustagi, Narayanan Veeraraghavan, Andrew Carroll, Richard A. Gibbs, Eric Boerwinkle, Manjunath Gorentla Venkata, Fuli Yu

BMC Bioinform., 2016

2014

Launching genomics into the cloud: deployment of Mercury, a next generation sequence analysis pipeline.

Jeffrey G. Reid, Andrew Carroll, Narayanan Veeraraghavan, Mahmoud Dahdouli, Andreas Sundquist, Adam C. English, Matthew N. Bainbridge, Simon White, William J. Salerno, Christian Buhay, Fuli Yu, Donna M. Muzny, Richard Daly, Geoff Duyk, Richard A. Gibbs, Eric Boerwinkle

BMC Bioinform., 2014