Patrick B. Ryan
25 papers 88 citations h-index 2 2013–2025
An Open-Source Knowledge Graph Ecosystem for the Life Sciences
Translational research requires data at multiple scales of biological organization. Advancements in sequencing and multi-omics technologies have increased the availability of these data, but...
69 citations
2023-07
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?
Objective: Provide guidance on sample size considerations for developing predictive models by empirically establishing the adequate sample size, which balances the competing objectives of...
Observational Health Data Sciences and Informatics (OHDSI): A Rapidly Growing International Network for Open Science and Data Analytics in Healthcare
2016-01
CRI
Ensuring Reproducibility in Observational Research: Building and Sharing Knowledge Resources in the OHDSI Network
2016-01
AMIA
Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data
2016-01
AMIA
Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network
2018-01
AMIA
OHDSI: An Open-Source Platform for Observational Data Analytics and Collaborative Research
2015-01
AMIA
Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases
2020-01
AMIA
The Value of an Open-Source Observational Research Collaboratory: Results from the OHDSI Initiative
2015-01
AMIA
PHenotype Observed Entity Baseline Endorsements (PHOEBE) - recommender system for concept selection in phenotype algorithm development
2021-01
AMIA