Ontology-based feature engineering in machine learning workflows for heterogeneous epilepsy patient records

Satya S. Sahoo, Katja Kobow, Jianzhe Zhang, Jeffrey Buchhalter, Mojtaba Dayyani, Dipak P. Upadhyaya, Katrina Prantzalos, Meenakshi Bhattacharjee, Ingmar Blumcke, Samuel Wiebe, Samden D. Lhatoo

Open source

DOI
10.1038/s41598-022-23101-3
Published
2022-11-12
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-022-23101-3,
  title = {Ontology-based feature engineering in machine learning workflows for heterogeneous epilepsy patient records},
  author = {Satya S. Sahoo and Katja Kobow and Jianzhe Zhang and Jeffrey Buchhalter and Mojtaba Dayyani and Dipak P. Upadhyaya and Katrina Prantzalos and Meenakshi Bhattacharjee and Ingmar Blumcke and Samuel Wiebe and Samden D. Lhatoo},
  year = {2022},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-022-23101-3},
  url = {https://doi.org/10.1038/s41598-022-23101-3}
}

RIS

TY  - JOUR
TI  - Ontology-based feature engineering in machine learning workflows for heterogeneous epilepsy patient records
AU  - Satya S. Sahoo
AU  - Katja Kobow
AU  - Jianzhe Zhang
AU  - Jeffrey Buchhalter
AU  - Mojtaba Dayyani
AU  - Dipak P. Upadhyaya
AU  - Katrina Prantzalos
AU  - Meenakshi Bhattacharjee
AU  - Ingmar Blumcke
AU  - Samuel Wiebe
AU  - Samden D. Lhatoo
PY  - 2022
JO  - Scientific Reports
DO  - 10.1038/s41598-022-23101-3
UR  - https://doi.org/10.1038/s41598-022-23101-3
ER  - 

APA

Sahoo, S. S., Kobow, K., Zhang, J., Buchhalter, J., Dayyani, M., Upadhyaya, D. P., Prantzalos, K., Bhattacharjee, M., Blumcke, I., Wiebe, S., & Lhatoo, S. D. (2022). Ontology-based feature engineering in machine learning workflows for heterogeneous epilepsy patient records. Scientific Reports. https://doi.org/10.1038/s41598-022-23101-3

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