Katy Blumer
Impact in
- Health Informatics top 0.5%
- Artificial Intelligence in Healthcare and Education
- Ophthalmology top 1%
- Retinal and Optic Conditions
- Retinal Diseases and Treatments
- Glaucoma and retinal disorders
Papers in
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- Machine Learning in Healthcare 2
- Imbalanced Data Classification Techniques 1
- Hate Speech and Cyberbullying Detection 1
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- Advanced biosensing and bioanalysis techniques 3
- RNA Interference and Gene Delivery 2
- Co-authors
- Lily Peng (3 shared papers)Greg S. Corrado (2 shared papers)Dale R. Webster (3 shared papers)Michael V. McConnell (1 shared paper)Ryan Poplin (1 shared paper)Yun Liu (1 shared paper)Avinash V. Varadarajan (1 shared paper)Mazin Magzoub (2 shared papers)
- Journals
- Nature Biomedical Engineering (1 paper)Ophthalmology (1 paper)Nucleic Acids Research (1 paper)Biochimica et Biophysica Acta (BBA) - Biomembranes (1 paper)Investigative Ophthalmology & Visual Science (1 paper)
- Partner nations
- United StatesUnited Arab EmiratesFrance
In The Last Decade
Katy Blumer
8 papers receiving 1.5k citations
Katy Blumer's Hit Papers
Peers
Comparison fields: 5 of 147
- Health Informatics 190
- Ophthalmology 336
- Radiology, Nuclear Medicine and Imaging 718
- Health Information Management 125
- Artificial Intelligence 282
Countries citing papers authored by Katy Blumer
This map shows the geographic impact of Katy Blumer'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 Katy Blumer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Katy Blumer more than expected).
Fields of papers citing papers by Katy Blumer
This network shows the impact of papers produced by Katy Blumer. 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 Katy Blumer. The network helps show where Katy Blumer may publish in the future.
Co-authors
The 25 scholars most cited alongside Katy Blumer, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning Hit paper breakdown → | 2018 | 1054 |
| 2 | Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy Hit paper breakdown → | 2018 | 257 |
| 3 | 2015 | 130 | |
| 4 | 2016 | 53 | |
| 5 | 2018 | 23 | |
| 6 | 2016 | 19 | |
| 7 | Direct Uncertainty Prediction with Applications to Healthcare. | 2018 | 3 |
| 8 | Assisted reads for diabetic retinopathy using a deep learning algorithm and integrated gradient explanation | 2018 | 2 |
| 9 | 2025 | 0 |
About Katy Blumer
Katy Blumer is a scholar working on Artificial Intelligence, Molecular Biology, Radiology, Nuclear Medicine and Imaging, Communication and Family Practice, having authored 9 papers that have together received 1.5k indexed citations. Recurring topics across this work include Advanced biosensing and bioanalysis techniques (3 papers), Retinal Imaging and Analysis (2 papers), Machine Learning in Healthcare (2 papers), RNA Interference and Gene Delivery (2 papers), Imbalanced Data Classification Techniques (1 paper), Artificial Intelligence in Healthcare (1 paper), Retinal and Optic Conditions (1 paper) and Hate Speech and Cyberbullying Detection (1 paper). The work is most often cited by research in Health Informatics (190 citations), Ophthalmology (336 citations), Radiology, Nuclear Medicine and Imaging (718 citations), Health Information Management (125 citations) and Artificial Intelligence (282 citations). Katy Blumer has collaborated with scholars based in United States, United Arab Emirates and France. Frequent co-authors include Lily Peng, Greg S. Corrado, Dale R. Webster, Michael V. McConnell, Ryan Poplin, Yun Liu, Avinash V. Varadarajan, Mazin Magzoub, Rachid Rezgui and Rory Sayres. Their work appears in journals such as Nature Biomedical Engineering, Ophthalmology, Nucleic Acids Research, Biochimica et Biophysica Acta (BBA) - Biomembranes and Investigative Ophthalmology & Visual Science.
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.