533 citations · 769 across the 16 of their papers we have counts for
16 papers
From Narratives to Numbers: Valid Inference Using Language Model Predictions from Verbal Autopsy Narratives
Shuxian Fan, Adam Visokay, Kentaro Hoffman +4
In settings where most deaths occur outside the healthcare system, verbal autopsies (VAs) are a common tool to monitor trends in causes of death (COD). VAs are interviews with a su…
Do We Really Even Need Data?
Kentaro Hoffman, Stephen Salerno, Awan Afiaz +2
As artificial intelligence and machine learning tools become more accessible, and scientists face new obstacles to data collection (e.g. rising costs, declining survey response rat…
Evaluation of software impact designed for biomedical research: Are we measuring what's meaningful?
Awan Afiaz, Andrey Ivanov, John Chamberlin +24
Software is vital for the advancement of biology and medicine. Analysis of usage and impact metrics can help developers determine user and community engagement, justify additional…
Motivation, inclusivity, and realism should drive data science education
Candace Savonen, Carrie Wright, Ava M. Hoffman +4
Data science education provides tremendous opportunities but remains inaccessible to many communities. Increasing the accessibility of data science to these communities not only be…
Open-source Tools for Training Resources -- OTTR
Candace Savonen, Carrie Wright, Ava M. Hoffman +4
Data science and informatics tools are developing at a blistering rate, but their users often lack the educational background or resources to efficiently apply the methods to their…
Diversifying the Genomic Data Science Research Community
The Genomic Data Science Community Network, Rosa Alcazar, Maria Alvarez +35
Over the last 20 years, there has been an explosion of genomic data collected for disease association, functional analyses, and other large-scale discoveries. At the same time, the…