Katrina Prantzalos

Biochemistry, Genetics and Molecular BiologyMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 7 papers. Top paper: “Ontology-based feature engineering in machine learning workflows for heterogeneous epilepsy patient records”.

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

Scientific Reports(2022)10.1038/s41598-022-23101-3

N/A

0.489DataRank · unranked

25 citations

Katja Kobow, Jianzhe Zhang, Jeffrey Buchhalter, Mojtaba Dayyani, Dipak Prasad Upadhyaya +6 more

A 360º View for Large Language Models: Early Detection of Amblyopia in Children using Multi-View Eye Movement Recordings

medRxiv(2024)10.1101/2024.05.03.24306688

N/A

0.241DataRank · unranked

4 citations

Aasef G. Shaikh, Gokce Busra Cakir, Katrina Prantzalos, Pedram Golnari, Fatema F. Ghasia +2 more

Machine Learning Interpretability Methods to Characterize the Importance of Hematologic Biomarkers in Prognosticating Patients with Suspected Infection

medRxiv(2023)10.1101/2023.05.30.23290757

N/A

0DataRank · unranked

1 citations

Yasir Tarabichi, Katrina Prantzalos, Salman Ayub, David C. Kaelber, Satya S. Sahoo +1 more

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

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.105942

N/A

0DataRank · unranked

5 citations

Katrina Prantzalos, Veronica Hood, Mary Anne Meskis, Lori L. Isom, Karen S. Wilcox +14 more

CDS-PD: A Novel Clinical Decision Support Platform for Parkinson’s Disease

medRxiv(2025)10.1101/2025.07.24.25331875

N/A

0DataRank · unranked

1 citations

Pedram Golnari, Katrina Prantzalos, Ina Valeria Zurlo, Vivikta Iyer, Brenna M. Lobb +8 more

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

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.109251

N/A

0DataRank · unranked

7 citations

Yasir Tarabichi, Katrina Prantzalos, Salman Ayub, David C. Kaelber, Satya S. Sahoo +1 more

Machine Learning Interpretability Methods to Characterize Brain Network Dynamics in Epilepsy

medRxiv(2023)10.1101/2023.06.25.23291874

N/A

0DataRank · unranked

2 citations

Katrina Prantzalos, Suraj Thyagaraj, Nassim Shafiabadi, Guadalupe Fernandez-BacaVaca, Subhashini Sivagnanam +3 more