101 citations · 229 across the 6 of their papers we have counts for
6 papers
Ontology Development Kit: a toolkit for building, maintaining, and standardising biomedical ontologies
Nicolas Matentzoglu, Damien Goutte-Gattat, Shawn Zheng Kai Tan +24
Similar to managing software packages, managing the ontology life cycle involves multiple complex workflows such as preparing releases, continuous quality control checking, and dep…
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models
Zehao Yu, Xi Yang, Chong Dang +8
Social and behavioral determinants of health (SBDoH) have important roles in shaping people's health. In clinical research studies, especially comparative effectiveness studies, fa…
Applications of artificial intelligence in drug development using real-world data
Zhaoyi Chen, Xiong Liu, William Hogan +2
The US Food and Drug Administration (FDA) has been actively promoting the use of real-world data (RWD) in drug development. RWD can generate important real-world evidence reflectin…
Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methods
Xi Yang, Yan Gong, Nida Waheed +4
Cardiotoxicity related to cancer therapies has become a serious issue, diminishing cancer treatment outcomes and quality of life. Early detection of cancer patients at risk for car…
Assessing the Validity of a a priori Patient-Trial Generalizability Score using Real-world Data from a Large Clinical Data Research Network: A Colorectal Cancer Clinical Trial Case Study
Qian Li, Zhe He, Yi Guo +5
Existing trials had not taken enough consideration of their population representativeness, which can lower the effectiveness when the treatment is applied in real-world clinical pr…
Bayesian Biosurveillance of Disease Outbreaks
Gregory F. Cooper, Denver Dash, John Levander +3
Early, reliable detection of disease outbreaks is a critical problem today. This paper reports an investigation of the use of causal Bayesian networks to model spatio-temporal patt…