Katherine Heller

156 total papers · 5.2k total citations
40 papers, 1.3k citations indexed

About

Katherine Heller is a scholar working on Artificial Intelligence, Signal Processing and Molecular Biology. According to data from OpenAlex, Katherine Heller has authored 40 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Artificial Intelligence, 8 papers in Signal Processing and 6 papers in Molecular Biology. Recurrent topics in Katherine Heller’s work include Bayesian Methods and Mixture Models (13 papers), Statistical Methods and Inference (5 papers) and Machine Learning in Healthcare (5 papers). Katherine Heller is often cited by papers focused on Bayesian Methods and Mixture Models (13 papers), Statistical Methods and Inference (5 papers) and Machine Learning in Healthcare (5 papers). Katherine Heller collaborates with scholars based in United States, United Kingdom and Canada. Katherine Heller's co-authors include Mark Sendak, Zoubin Ghahramani, Kenneth Jung, Sonoo Thadaney-Israni, Jean‐Louis Vincent, David C. Kale, Marzyeh Ghassemi, Jenna Wiens, Finale Doshi‐Velez and Mohammed Saeed and has published in prestigious journals such as Nature Medicine, Nature Communications and Psychological Review.

In The Last Decade

Paper Profile & Citation Paths

Explore Katherine Heller's most cited publications and how their work connects to other scholars through citations.

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Co-authorship network of co-authors of Katherine Heller

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

Katherine Heller

38 papers receiving 1.3k citations

Fields of papers citing papers by Katherine Heller

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Katherine Heller

Since Specialization

Citations

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

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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