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researcher

S. Romero-Brufau

3 papers hereh-index 171.3k citations56 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.AI1
  • cs.CL1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

most citedDeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.AI2025

RadOnc-GPT: An Autonomous LLM Agent for Real-Time Patient Outcomes Labeling at Scale

Jason Holmes, Yuexing Hao, Mariana Borras-Osorio +22

Manual labeling limits the scale, accuracy, and timeliness of patient outcomes research in radiation oncology. We present RadOnc-GPT, an autonomous large language model (LLM)-based…

cs.CL2025

BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text

Jiageng Wu, Bowen Gu, Ren Zhou +14

Large language models (LLMs) hold great promise for medical applications and are evolving rapidly, with new models being released at an accelerated pace. However, benchmarking on l…

cs.MA2021★ 1 cited

DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks

Ayush Chopra, Esma Gel, Jayakumar Subramanian +5

We introduce DeepABM, a framework for agent-based modeling that leverages geometric message passing of graph neural networks for simulating action and interactions over large agent…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.