2 citations · 2 across the 4 of their papers we have counts for
4 papers
Biomedical Knowledge Composition: A Software Engineering Perspective
Natallia Kokash, Adam S. Z. Bellouma, Paola Grosso
Biomedical research has accumulated vast molecular, clinical, and population data, yet translating this wealth into actionable knowledge remains constrained by technical and organi…
Compliance Management for Federated Data Processing
Natallia Kokash, Adam Belloum, Paola Grosso
Federated data processing (FDP) offers a promising approach for enabling collaborative analysis of sensitive data without centralizing raw datasets. However, real-world adoption re…
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
Jing Chen, Zhiheng Yang, Yixian Shen +4
Survey papers play a critical role in scientific communication by consolidating progress across a field. Recent advances in Large Language Models (LLMs) offer a promising solution…
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare
Natallia Kokash, Lei Wang, Thomas H. Gillespie +5
The rise of electronic health records (EHRs) has unlocked new opportunities for medical research, but privacy regulations and data heterogeneity remain key barriers to large-scale…