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researcher

Siyuan Ma

9 papers hereh-index 5159 citations16 works total

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

author position
  • middle author8
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CL2
  • cs.SI2
  • cs.CY1
  • cs.ET1
same name
  • Siyuan Ma — 30 papers, h 13
  • Siyuan Ma — 14 papers, h 8
  • Siyuan Ma — 3 papers, h 18
  • Siyuan Ma — 2 papers, h 2
  • Siyuan Ma — 1 paper, h 5
  • Siyuan Ma — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

21 citations · 22 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.SI2025

Deciphering Scientific Collaboration in Biomedical LLM Research: Dynamics, Institutional Participation, and Resource Disparities

Lingyao Li, Zhijie Duan, Xuexin Li +4

Large language models (LLMs) are increasingly transforming biomedical discovery and clinical innovation, yet their impact extends far beyond algorithmic revolution-LLMs are restruc…

cs.AI2025

Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide

Zhijie Duan, Kai Wei, Zhaoqian Xue +5

Social media is a rich source of real-world data that captures valuable patient experience information for pharmacovigilance. However, mining data from unstructured and noisy socia…

cs.CL2025

Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction

Xiaoran Xu, Zhaoqian Xue, Chi Zhang +7

Investigating the public experience of urgent care facilities is essential for promoting community healthcare development. Traditional survey methods often fall short due to limite…

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