# PATHFinder Agent for Tailored Prenatal Care

**Interactive Health 2026**

*Proceedings of the 2026 ACM Interactive Health Conference*

**Vaibhav Balloli**, Carissa Samuel, Samia Abdelnabi, Alex Peahl, Elizabeth Bondi-Kelly

## Summary

Interactive LLM agents that converse with pregnant people to provide personalized prenatal care information, planning, and resources to patients, and to assist clinicians.

## Identifiers

- DOI: [10.1145/3786579.3804996](https://doi.org/10.1145/3786579.3804996)
- arXiv: [2607.24768](https://arxiv.org/abs/2607.24768)
- PDF: https://arxiv.org/pdf/2607.24768

## Links

- arXiv: https://arxiv.org/abs/2607.24768
- Proceedings: https://doi.org/10.1145/3786579.3804996
- Project: https://realize-lab.github.io/PATHFinder

## Topics

llms, evals, healthcare, social-impact

## Builds on

https://profile.vballoli.com/papers/sociotechnical-design/

## Citation

```bibtex
@inproceedings{balloli2026pathfinder,
  title     = {PATHFinder Agent for Tailored Prenatal Care},
  author    = {Balloli, Vaibhav and Samuel, Carissa and Abdelnabi, Samia and Peahl, Alex and Bondi-Kelly, Elizabeth},
  booktitle = {Proceedings of the 2026 ACM Interactive Health Conference},
  year      = {2026},
  doi       = {10.1145/3786579.3804996},
  url       = {https://doi.org/10.1145/3786579.3804996},
  eprint    = {2607.24768},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CY}
}
```

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