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Javier Perez Matos

3 papers hereh-index 361 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.HC1

identity via Semantic Scholar / OpenAlex

most citedTowards a Personal Health Large Language Model

13 citations · 24 across the 3 of their papers we have counts for

collaborators

3 papers

cs.HC2025★ 3 cited

A Principle-based Framework for the Development and Evaluation of Large Language Models for Health and Wellness

Brent Winslow, Jacqueline Shreibati, Javier Perez +18

The incorporation of generative artificial intelligence into personal health applications presents a transformative opportunity for personalized, data-driven health and fitness gui…

cs.AI2024★ 13 cited

Towards a Personal Health Large Language Model

Justin Cosentino, Anastasiya Belyaeva, Xin Liu +31

In health, most large language model (LLM) research has focused on clinical tasks. However, mobile and wearable devices, which are rarely integrated into such tasks, provide rich,…

cs.AI2024★ 8 cited

Transforming Wearable Data into Personal Health Insights using Large Language Model Agents

Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei +17

Deriving personalized insights from popular wearable trackers requires complex numerical reasoning that challenges standard LLMs, necessitating tool-based approaches like code gene…

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