Katrina Prantzalos

According to our database, Katrina Prantzalos authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Ontology accelerates few-shot learning capability of large language model: A study in extraction of drug efficacy in a rare pediatric epilepsy.

Pedram Golnari, Katrina Prantzalos, Veronica Hood, Mary Anne Meskis, Lori L. Isom, Karen Wilcox, Jack M. Parent, Dennis Lal, Samden D. Lhatoo, Howard P. Goodkin, Elaine C. Wirrell, Kelly G. Knupp, Manisha Patel, Jeffrey A. Loeb, Joseph E. Sullivan, Lauren Harte-Hargrove, Brandy E. Fureman, Jeffrey Buchhalter, Satya S. Sahoo

Int. J. Medical Informatics, 2025

Standardized Epilepsy Data Collection and Analysis Leveraging the Four Dimensional Epilepsy Classification (4D-EC) Framework.

Katrina Prantzalos, Pedram Golnari, Dipak P. Upadhyaya, Suraj Thyagaraj, Guadalupe Fernandez-BacaVaca, Hans Luders, Satya S. Sahoo

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Human in the Loop: Embedding Medical Expert Input in Large Language Models for Clinical Applications.

Pedram Golnari, Katrina Prantzalos, Dipak P. Upadhyaya, Jeffrey Buchhalter, Satya S. Sahoo

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

Towards building a trustworthy pipeline integrating Neuroscience Gateway and Open Science Chain.

Subhashini Sivagnanam, Steven Yeu, Kai Lin, Scott Sakai, F. Garzon, Kenneth Yoshimoto, Katrina Prantzalos, Dipak P. Upadhyaya, Amitava Majumdar, Satya S. Sahoo, William W. Lytton

Database J. Biol. Databases Curation, January, 2024

Machine learning interpretability methods to characterize the importance of hematologic biomarkers in prognosticating patients with suspected infection.

Dipak P. Upadhyaya, Yasir Tarabichi, Katrina Prantzalos, Salman Ayub, David C. Kaelber, Satya S. Sahoo

Comput. Biol. Medicine, 2024

A 360° View for Large Language Models: Early Detection of Amblyopia in Children Using Multi-view Eye Movement Recordings.

Dipak P. Upadhyaya, Aasef G. Shaikh, Gokce Busra Cakir, Katrina Prantzalos, Pedram Golnari, Fatema F. Ghasia, Satya S. Sahoo

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2021

Epilepsy-Connect: An Integrated Knowledgebase for Characterizing Alterations in Consciousness State of Pharmacoresistant Epilepsy Patients.

Katrina Prantzalos, Jianzhe Zhang, Nassim Shafiabadi, Guadalupe Fernandez-BacaVaca, Satya S. Sahoo

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021