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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 · 16 across the 2 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

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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