Siru Liu

3.8k citations
87 papers · 2.2k · 3 hit papers · h-index 23

Impact in

Papers in

Siru Liu

76 papers receiving 2.2k citations

Siru Liu's Hit Papers

Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines 2025 · 30 citations
300+1+2Years since publication100200300

Peers

Siru Liu
Comparison fields: 5 of 171
  • Health Informatics 722
  • Family Practice 53
  • Health Information Management 126
  • Process Chemistry and Technology 52
  • Health 102
Replace Blanca Gallego with:
Blanca Gallego Australia
Casper J. P. Zhang Hong Kong
Mustafa M. Ahmed United States
Merel van Diepen Netherlands
Maryam Ahmadi Iran
Michael Baiocchi United States
Jim Briggs United Kingdom
Shu-Fang Newman United States
David E. Liston United States
Michael J. Eisses United States
Siru Liu relative to Blanca Gallego Australia Blanca Gallego's profile →
Citations per field
00.5×10.6×
Blanca Gallego · 1×
Citations per year

Countries citing papers authored by Siru Liu

Since Specialization
Citations

This map shows the geographic impact of Siru Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Siru Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siru Liu more than expected).

Fields of papers citing papers by Siru Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Siru Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Siru Liu. The network helps show where Siru Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Siru Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Siru Liu Line = papers co-authored together Siru Liu links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 87 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Ethical Considerations of Using ChatGPT in Health Care
Hit paper breakdown →
2023328
2
Utility of ChatGPT in Clinical Practice
Hit paper breakdown →
2023304
3 2023254
4 202299
5 202191
6 202188
7 202071
8 202069
9 202367
10 202256
11 202054
12 202447
13 202239
14 202336
15 202132
16 202130
17
Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines
Hit paper breakdown →
202530
18 202426
19 202126
20 202126

About Siru Liu

Siru Liu is a scholar working on Health Informatics, Health Information Management, Artificial Intelligence, Materials Chemistry and Molecular Biology, having authored 87 papers that have together received 2.2k indexed citations. Recurring topics across this work include Artificial Intelligence in Healthcare and Education (10 papers), Electronic Health Records Systems (7 papers), Machine Learning in Healthcare (6 papers), Metal-Organic Frameworks: Synthesis and Applications (5 papers), Odor and Emission Control Technologies (4 papers), Sepsis Diagnosis and Treatment (3 papers), Heart Failure Treatment and Management (3 papers) and Photosynthetic Processes and Mechanisms (3 papers). The work is most often cited by research in Health Informatics (722 citations), Family Practice (53 citations), Health Information Management (126 citations), Process Chemistry and Technology (52 citations) and Health (102 citations). Siru Liu has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Jialin Liu, Changyu Wang, Yuxuan Wu, Hao Yang, Adam Wright, Guo Jiu-lin, Allison B. McCoy, Aileen P. Wright, Scott D. Nelson and Dean F. Sittig. Their work appears in journals such as Journal of Medical Internet Research, Journal of the American Medical Informatics Association, PLoS ONE, Agronomy and Frontiers in Microbiology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact