Subgrouping Rare Disease Patients Leveraging the Human Phenotype Ontology Embeddings

Author(s):  
Feichen Shen ◽  
Andrew Wen ◽  
Hongfang Liu
2015 ◽  
Vol 97 (1) ◽  
pp. 111-124 ◽  
Author(s):  
Tudor Groza ◽  
Sebastian Köhler ◽  
Dawid Moldenhauer ◽  
Nicole Vasilevsky ◽  
Gareth Baynam ◽  
...  

2021 ◽  
Vol 132 ◽  
pp. S149
Author(s):  
Anne Slavotinek ◽  
Hannah Prasad ◽  
Hannah Hoban ◽  
Tiffany Yip ◽  
Shannon Rego ◽  
...  

2013 ◽  
Vol 6 ◽  
pp. BII.S10729
Author(s):  
Tudor Groza ◽  
Jane Hunter ◽  
Andreas Zankl

Over the course of the last few years there has been a significant amount of research performed on ontology-based formalization of phenotype descriptions. The intrinsic value and knowledge captured within such descriptions can only be expressed by taking advantage of their inner structure that implicitly combines qualities and anatomical entities. We present a meta-model (the Phenotype Fragment Ontology) and a processing pipeline that enable together the automatic decomposition and conceptualization of phenotype descriptions for the human skeletal phenome. We use this approach to showcase the usefulness of the generic concept of phenotype decomposition by performing an experimental study on all skeletal phenotype concepts defined in the Human Phenotype Ontology.


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