Andy Liu
Impact in
- Health Informatics top 1%
- Artificial Intelligence in Healthcare and Education
- Physiology top 5%
- Asthma and respiratory diseases
Papers in
- Physiology 19
- Asthma and respiratory diseases 8
- Alzheimer's disease research and treatments 4
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- Immunodeficiency and Autoimmune Disorders 3
- Co-authors
- Minyoung Huh (1 shared paper)Alexei A. Efros (1 shared paper)Andrew Owens (1 shared paper)Stanley James Szefler (4 shared papers)X. Grace (2 shared papers)Dilraj Singh Grewal (12 shared papers)Fernando D. Martínez (2 shared papers)Sharon Fekrat (12 shared papers)
- Journals
- Journal of Allergy and Clinical Immunology (8 papers)Alzheimer s & Dementia (6 papers)PEDIATRICS (5 papers)Journal of AOAC International (2 papers)PLoS ONE (2 papers)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Andy Liu
120 papers receiving 3.3k citations
Andy Liu's Hit Papers
Peers
Comparison fields: 5 of 176
- Health Informatics 112
- Physiology 636
- Immunology and Allergy 123
- Artificial Intelligence 542
- Radiology, Nuclear Medicine and Imaging 310
Countries citing papers authored by Andy Liu
This map shows the geographic impact of Andy 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 Andy Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andy Liu more than expected).
Fields of papers citing papers by Andy Liu
This network shows the impact of papers produced by Andy 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 Andy Liu. The network helps show where Andy Liu may publish in the future.
Co-authors
The 25 scholars most cited alongside Andy Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 139 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Federated learning for predicting clinical outcomes in patients with COVID-19 Hit paper breakdown → | 2021 | 543 |
| 2 | 2018 | 326 | |
| 3 | 2004 | 299 | |
| 4 | 2015 | 184 | |
| 5 | 2019 | 156 | |
| 6 | Skin Biopsy Detection of Phosphorylated α-Synuclein in Patients With Synucleinopathies Hit paper breakdown → | 2024 | 123 |
| 7 | De-anonymizing programmers via code stylometry | 2015 | 121 |
| 8 | 2020 | 102 | |
| 9 | 2014 | 100 | |
| 10 | 2015 | 94 | |
| 11 | 2010 | 92 | |
| 12 | 2010 | 76 | |
| 13 | 2009 | 66 | |
| 14 | 2021 | 51 | |
| 15 | 2017 | 50 | |
| 16 | 2014 | 43 | |
| 17 | 2022 | 43 | |
| 18 | 2014 | 42 | |
| 19 | 2020 | 40 | |
| 20 | 2012 | 39 |
About Andy Liu
Andy Liu is a scholar working on Physiology, Immunology, Radiology, Nuclear Medicine and Imaging, Hepatology and Genetics, having authored 139 papers that have together received 3.4k indexed citations. Recurring topics across this work include Asthma and respiratory diseases (8 papers), Retinal Imaging and Analysis (5 papers), Dementia and Cognitive Impairment Research (4 papers), Retinal Diseases and Treatments (4 papers), Alzheimer's disease research and treatments (4 papers), Liver Disease Diagnosis and Treatment (4 papers), Immunodeficiency and Autoimmune Disorders (3 papers) and Glaucoma and retinal disorders (3 papers). The work is most often cited by research in Health Informatics (112 citations), Physiology (636 citations), Immunology and Allergy (123 citations), Artificial Intelligence (542 citations) and Radiology, Nuclear Medicine and Imaging (310 citations). Andy Liu has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Minyoung Huh, Alexei A. Efros, Andrew Owens, Stanley James Szefler, X. Grace, Dilraj Singh Grewal, Fernando D. Martínez, Sharon Fekrat, Robert F. Lemanske and Cason B. Robbins. Their work appears in journals such as Journal of Allergy and Clinical Immunology, Alzheimer s & Dementia, PEDIATRICS, Journal of AOAC International and PLoS ONE.
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.