Xing He

1.4k total citations · 2 hit papers
46 papers, 792 citations indexed

About

Xing He is a scholar working on Artificial Intelligence, Molecular Biology and General Health Professions. According to data from OpenAlex, Xing He has authored 46 papers receiving a total of 792 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Artificial Intelligence, 15 papers in Molecular Biology and 7 papers in General Health Professions. Recurrent topics in Xing He's work include Biomedical Text Mining and Ontologies (13 papers), Machine Learning in Healthcare (9 papers) and Topic Modeling (5 papers). Xing He is often cited by papers focused on Biomedical Text Mining and Ontologies (13 papers), Machine Learning in Healthcare (9 papers) and Topic Modeling (5 papers). Xing He collaborates with scholars based in United States, China and United Kingdom. Xing He's co-authors include Jiang Bian, Yi Guo, Xizhou Pan, Lin Ma, Nan Li, Ning Ding, Xuan Xia, Mattia Prosperi, Matthew Sperrin and Mo Wang and has published in prestigious journals such as SHILAP Revista de lepidopterología, Neurocomputing and Journal of Adolescent Health.

In The Last Decade

Xing He

36 papers receiving 767 citations

Hit 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.

GAN-based anomaly detection: A review

2022 240 citations Xing He et al. profile →
Causal inference and counterfactual prediction in machine learning for actionable healthcare

2020 219 citations Mattia Prosperi, Yi Guo et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Xing He United States	12	369	78	68	63	58	46	792
Kevin Small United States	17	526 1.4×	39 0.5×	77 1.1×	128 2.0×	12 0.2×	34	1.1k
Pedro Pereira Rodrigues Portugal	19	854 2.3×	176 2.3×	79 1.2×	66 1.0×	25 0.4×	120	1.7k
Lars Niklasson Sweden	14	443 1.2×	57 0.7×	76 1.1×	28 0.4×	67 1.2×	95	1.1k
Md. Maniruzzaman Bangladesh	24	495 1.3×	27 0.3×	81 1.2×	82 1.3×	17 0.3×	90	1.7k
Alejandro Carrasco Spain	9	410 1.1×	77 1.0×	111 1.6×	45 0.7×	52 0.9×	45	1.0k
Wenjun Ma China	15	362 1.0×	51 0.7×	152 2.2×	62 1.0×	30 0.5×	59	983
Tasadduq Imam Australia	13	533 1.4×	260 3.3×	44 0.6×	32 0.5×	45 0.8×	40	1.1k
Woojae Kim South Korea	17	277 0.8×	35 0.4×	226 3.3×	33 0.5×	15 0.3×	50	1.3k
Kiran Khatter India	8	445 1.2×	62 0.8×	66 1.0×	41 0.7×	46 0.8×	23	923
Md. Abdul Awal Bangladesh	18	275 0.7×	63 0.8×	99 1.5×	81 1.3×	36 0.6×	54	1.1k

Countries citing papers authored by Xing He

Since Specialization

Citations

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

Fields of papers citing papers by Xing He

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xing He

This figure shows the co-authorship network connecting the top 25 collaborators of Xing He. A scholar is included among the top collaborators of Xing He 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 Xing He. Xing He is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

He, Xing, Jiang Bian, Ariel Berlinski, et al.. (2025). Mobile Health App for Adolescent Asthma Self-Management: Development and Usability Study of the Pulmonary Education and Knowledge Mobile Asthma Action Plan. JMIR Formative Research. 9. e64212–e64212.

Zhang, Zhenhao, Shirui Pan, Tianlong Chen, et al.. (2025). GatorCLR: Personalized predictions of patient outcomes on electronic health records using self-supervised contrastive graph representation. Journal of Biomedical Informatics. 168. 104851–104851.

Ran, Ran, et al.. (2025). Risk factors for complications after reduction mammaplasty: a systematic review and meta-analysis. European journal of medical research. 30(1). 440–440.

Dai, Hao, Yu Huang, Xing He, et al.. (2025). Variational temporal deconfounder network for individualized treatment effect estimation with longitudinal observational data. Journal of Biomedical Informatics. 169. 104880–104880.

Zhang, Heng, et al.. (2025). Visual SLAM algorithm based on dynamic feature elimination and dense mapping. Chinese Journal of Liquid Crystals and Displays. 40(5). 727–739.

Nguyen, Khoa A., Debbie L. Wilson, Bradley R. Hall, et al.. (2024). Design and development of a machine-learning-driven opioid overdose risk prediction tool integrated in electronic health records in primary care settings. SHILAP Revista de lepidopterología. 10(1). 24–24. 2 indexed citations

Yang, Shuang, Xi Yang, Tianchen Lyu, et al.. (2024). Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models. PubMed. 8(3). 463–477. 5 indexed citations

Xu, Jie, Xing He, Wei Shao, Jiang Bian, & Russell Terry. (2023). Classification of Benign and Malignant Renal Tumors Based on CT Scans and Clinical Data Using Machine Learning Methods. Informatics. 10(3). 55–55. 4 indexed citations

Li, Qian, Xi Yang, Jie Xu, et al.. (2023). Early prediction of Alzheimer's disease and related dementias using real‐world electronic health records. Alzheimer s & Dementia. 19(8). 3506–3518. 51 indexed citations

10.

Yan, Sandra C., Kaitlyn Melnick, Xing He, et al.. (2023). Developing a computable phenotype for glioblastoma. Neuro-Oncology. 26(6). 1163–1170. 1 indexed citations

11.

Zhao, Yunpeng, Xing He, Feng Zheng, et al.. (2022). Biases in using social media data for public health surveillance: A scoping review. International Journal of Medical Informatics. 164. 104804–104804. 14 indexed citations

12.

Yang, Xi, et al.. (2020). Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models. JMIR Medical Informatics. 8(11). e19735–e19735. 30 indexed citations

13.

He, Xing, Hansi Zhang, & Jiang Bian. (2020). User-centered design of a web-based crowdsourcing-integrated semantic text annotation tool for building a mental health knowledge base. Journal of Biomedical Informatics. 110. 103571–103571. 14 indexed citations

14.

Yang, Xi, Hansi Zhang, Xing He, Jiang Bian, & Yonghui Wu. (2020). Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models. JMIR Medical Informatics. 8(12). e22982–e22982. 18 indexed citations

15.

He, Xing, Rui Zhang, Rubina Rizvi, et al.. (2019). ALOHA: developing an interactive graph-based visualization for dietary supplement knowledge graph through user-centered design. BMC Medical Informatics and Decision Making. 19(S4). 150–150. 21 indexed citations

16.

Zhang, Hansi, Xing He, Tyler R. Harrison, & Jiang Bian. (2019). Aero: An Evidence-based Semantic Web Knowledge Base of Cancer Behavioral Risk Factors.. 7–11. 2 indexed citations

17.

Zhao, Yunpeng, Yi Guo, Xing He, et al.. (2018). Assessing Mental Health Signals Among Sexual and Gender Minorities using Twitter Data. PubMed. 2018. 51–52. 11 indexed citations

18.

He, Xing, et al.. (2017). The effects of moral punishment and relationship punishment on junior middle school students' cooperation behaviors in public goods dilemma. Acta Psychologica Sinica. 49(10). 1322–1322. 5 indexed citations

19.

He, Xing. (2011). Exploration and Practice on Training Mode of Applied Innovative Undergraduates.

20.

He, Xing, et al.. (2008). Assessing Urban Forest Structure and Health in Shenyang, China. Arboriculture & Urban Forestry. 34(6). 379–385. 3 indexed citations

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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