Author

Tracy Ballinger

Rancho BioSciences (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Aishwarya Pathak· 1 shared Oleg Stroganov· 1 shared Tania Khasanova· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Aishwarya Pathak

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Understanding when and how knowledge graphs add value to EHR-based clinical prediction across Parkinson's disease, multiple sclerosis, and chronic pain

Aishwarya Pathak, Oleg Stroganov, Tracy Ballinger, Tania Khasanova

The paper evaluates the impact of knowledge graphs on EHR-based clinical prediction for Parkinson's disease, multiple sclerosis, and chronic pain, finding disease-dependent benefits and computational trade-offs.

bioRxiv · Oct 11, 2026 · PreprintBioinformatics