Nan Liu

15.4k total citations · 6 hit papers
577 papers, 10.0k citations indexed

About

Nan Liu is a scholar working on Artificial Intelligence, Molecular Biology and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Nan Liu has authored 577 papers receiving a total of 10.0k indexed citations (citations by other indexed papers that have themselves been cited), including 99 papers in Artificial Intelligence, 68 papers in Molecular Biology and 65 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Nan Liu's work include Emergency and Acute Care Studies (36 papers), Machine Learning in Healthcare (35 papers) and Artificial Intelligence in Healthcare and Education (34 papers). Nan Liu is often cited by papers focused on Emergency and Acute Care Studies (36 papers), Machine Learning in Healthcare (35 papers) and Artificial Intelligence in Healthcare and Education (34 papers). Nan Liu collaborates with scholars based in China, Singapore and United States. Nan Liu's co-authors include Hu‐Chen Liu, Long Liu, Marcus Eng Hock Ong, Zhiping Lin, Han Wang, Jidong Kang, Jiuwen Cao, Zujun Ma, Andrew Fu Wah Ho and Daniel Shu Wei Ting and has published in prestigious journals such as Journal of Clinical Investigation, Nature Medicine and Nature Communications.

In The Last Decade

Nan Liu

542 papers receiving 9.8k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Risk evaluation approaches in failure mode and effects analysis: A literature review

2012 669 citations Nan Liu et al. profile →
A Blockchain-Based Decentralized Federated Learning Framework with Committee Consensus

2020 416 citations Nan Liu et al. profile →
Ethical and regulatory challenges of large language models in medicine

2024 105 citations Jasmine Chiat Ling Ong, Nan Liu et al. profile →
Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist

2024 64 citations Yilin Ning, Daniel Shu Wei Ting et al. profile →
Retrieval augmented generation for 10 large language models and its generalizability in assessing medical fitness

2025 30 citations Nan Liu, Jasmine Chiat Ling Ong et al. npj Digital Medicine profile →
Integrating AI with detection methods, IoT, and blockchain to achieve food authenticity and traceability from farm-to-table

2025 21 citations Nan Liu, Lanzhen Chen et al. profile →

Peers

Countries citing papers authored by Nan Liu

Since Specialization

Citations

This map shows the geographic impact of Nan 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 Nan Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nan Liu more than expected).

Fields of papers citing papers by Nan Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nan 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 Nan Liu. The network helps show where Nan Liu may publish in the future.

Co-authorship network of co-authors of Nan Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Nan Liu. A scholar is included among the top collaborators of Nan Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nan Liu. Nan Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Retrieval-augmented generation for generative artificial intelligence in health care 2025 ·(unknown), Yilin Ning, (unknown), (unknown), Chuan Hong, Danielle S. Bitterman, Jasmine Chiat Ling Ong, Daniel Shu Wei Ting, Nan Liu	16
2	Impact of Collaborative Empowerment Education on Psychological Distress, Quality of Life, and Nutritional Status in Esophageal Cancer Patients Undergoing Concurrent Chemoradiotherapy 2025 ·Journal of Cancer Education ·Hua Wang, (unknown), Nan Liu, Chih-Hsin Mou, Jieqiong Li, Lei Meng, Jing Wu	1
3	Research on model transfer strategies based on the fusion of NIR-MIR spectral data 2024 ·Infrared Physics & Technology ·Nan Liu, (unknown), Lanzhen Chen, Jiabin Yu, (unknown), (unknown), Jingzhu Wu	6
4	Disparities in clinical studies of AI enabled applications from a global perspective 2024 ·npj Digital Medicine ·Rui Yang, (unknown), Yuhe Ke, (unknown), (unknown), Yilin Ning, Nan Liu	8
5	Enhancing chemotherapy for pancreatic cancer through efficient and sustained tumor microenvironment remodeling with a fibroblast-targeted nanosystem 2023 ·Journal of Controlled Release ·Xinyuan Zhou, Pan Zhang, Nan Liu, Xiao Zhang, Hui Lv, Wei Xu, Meirong Huo	17
6	Research on the Impact of ESG Rating on Enterprise Value in the New Energy Vehicle Industry Based on BYD 2023 ·Advances in Economics Management and Political Sciences ·Nan Liu, (unknown), Jiaqi Yuan	0
7	An ensemble neural network approach to forecast Dengue outbreak based on climatic condition 2023 ·Chaos Solitons & Fractals ·(unknown), Tanujit Chakraborty, Sk Shahid Nadim, Indrajit Ghosh, Uttam Kumar, Nan Liu	22
8	Effects of acceptance and commitment therapy on cognitive function: A systematic review 2023 ·Heliyon ·Haihong Liu, Nan Liu, (unknown), (unknown), (unknown)	7
9	HRnV-Calc: A Software for Heart Rate n-Variability andHeart Rate Variability Analysis 2023 ·The Journal of Open Source Software ·(unknown), Dagang Guo, Marcus Eng Hock Ong, Zhi Xiong Koh, (unknown), Andrew Fu Wah Ho, Zhiping Lin, Chengyu Liu, Gari D. Clifford, Nan Liu	0
10	Exploration of Artemisinin Against IgA Nephropathy via AKT/Nrf2 Pathway by Bioinformatics and Experimental Validation 2023 ·Drug Design Development and Therapy ·Weiguang Yang, (unknown), Rong Zhu, Nan Liu, (unknown), Linlin Liu	9
11	Clinical characteristics and prostate-cancer-specific mortality of competitive risk nomogram in the second primary prostate cancer 2023 ·Frontiers in Oncology ·Chaojie Xu, (unknown), Yi Liu, Jianhua Guo, Nan Liu, (unknown), Yang Yu, (unknown)	4
12	Identifying clinical features and blood biomarkers associated with mild cognitive impairment in Parkinson disease using machine learning 2023 ·European Journal of Neurology ·Xiao Deng, Yilin Ning, Seyed Ehsan Saffari, Bin Xiao, (unknown), (unknown), Nicole Shuang Yu Chia, (unknown), Dede Liana Heng, Yi Jayne Tan, Ebonne Ng, Zheyu Xu, (unknown), Wing‐Lok Au, Adeline Su Lyn Ng, Eng‐King Tan, Nan Liu, Louis C.S. Tan	11
13	743MO Efficacy and safety of QL1706 plus paclitaxel and cisplatin/carboplatin +/- bevacizumab (Bev) as 1L treatment in recurrent or metastatic cervical cancer (r/mCC): A single-arm, multicenter phase II study 2023 ·Annals of Oncology ·Nan Liu, (unknown), Ding Tang, (unknown), Kai Zhang, Hui Cao, Dehui Zou, Xiaofeng Zhang, Song Xue, (unknown), Dong Wang	1
14	The Role of Drones in Out-of-Hospital Cardiac Arrest: A Scoping Review 2022 ·Journal of Clinical Medicine ·Joseph Lim, (unknown), (unknown), (unknown), Nan Liu, (unknown), Andrew Fu Wah Ho	14
15	Association of Circulating TXNIP Levels with Fatty Liver in Newly Diagnosed Type 2 Diabetes Mellitus 2022 ·SHILAP Revista de lepidopterología ·Yuting Guo, Juan Chen, Nan Liu, Zheng Liu, Bimin Shi, Hong Sun	8
16	Pulmonary and Systemic Toxicity in a Rat Model of Pulmonary Alveolar Proteinosis Induced by Indium-Tin Oxide Nanoparticles 2022 ·SHILAP Revista de lepidopterología ·Nan Liu, Yi Guan, Chunling Zhou, Yongheng Wang, (unknown), Sanqiao Yao	19
17	Benefits of a transtheoretical model‐based program on exercise adherence in older adults with knee osteoarthritis: A cluster randomized controlled trial 2020 ·Journal of Advanced Nursing ·Hongbo Chen, Yun-Lin Wang, Congying Liu, Lu Han, Nan Liu, Fang Yu, Qiaoqin Wan, Jieru Chen, Shaomei Shang	16
18	The Extent of Therapeutic Central Compartment Neck Dissection in Unilateral cT1N1a or cT2N1a Papillary Thyroid Carcinoma 2020 ·SHILAP Revista de lepidopterología ·Nan Liu, (unknown), Bo Chen, Longjiang Li, Qing Zeng, Sheng Li, Bo Zhang, (unknown), (unknown)	1
19	PD-L1 Predicts Poor Prognosis in Surgically Resected Limited Stage Small-Cell Lung Cancer 2020 ·SHILAP Revista de lepidopterología ·(unknown), Liu Z, Xiang Liang, Min Liu, Xunhua Zheng, Jin Wang, Nan Liu, (unknown), Alice Jiang, (unknown), Xiaodong Liang, (unknown), Tao Tian, Yao Yao	1
20	Selection and Characterization of a Novel DNA Aptamer, Apt-07S Specific to Hepatocellular Carcinoma Cells 2020 ·SHILAP Revista de lepidopterología ·(unknown), (unknown), Nan Liu, (unknown), (unknown), (unknown)	1

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.

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