Aaron Babier

516 total citations
8 papers, 196 citations indexed

About

Aaron Babier is a scholar working on Radiation, Radiology, Nuclear Medicine and Imaging and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Aaron Babier has authored 8 papers receiving a total of 196 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Radiation, 4 papers in Radiology, Nuclear Medicine and Imaging and 3 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Aaron Babier's work include Advanced Radiotherapy Techniques (4 papers), Radiomics and Machine Learning in Medical Imaging (3 papers) and Medical Imaging Techniques and Applications (3 papers). Aaron Babier is often cited by papers focused on Advanced Radiotherapy Techniques (4 papers), Radiomics and Machine Learning in Medical Imaging (3 papers) and Medical Imaging Techniques and Applications (3 papers). Aaron Babier collaborates with scholars based in Canada and United States. Aaron Babier's co-authors include Timothy C. Y. Chan, Andrea McNiven, Justin J. Boutilier, Matthew G. Crowson, Joseph M. Chen, Bin Xu, Antoine Eskander, Russel Kahmke, Michael B. Sharpe and Vincent Lin and has published in prestigious journals such as Management Science, Physics in Medicine and Biology and Medical Physics.

In The Last Decade

Aaron Babier

7 papers receiving 196 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Aaron Babier Canada	5	92	66	63	47	27	8	196
Bertrand Pouymayou Switzerland	8	79 0.9×	37 0.6×	44 0.7×	42 0.9×	13 0.5×	16	145
Joseph Bae United States	7	70 0.8×	38 0.6×	9 0.1×	18 0.4×	43 1.6×	13	190
Sharif Elguindi United States	8	240 2.6×	99 1.5×	210 3.3×	32 0.7×	59 2.2×	17	355
Tomasz Morgaś Switzerland	7	102 1.1×	42 0.6×	70 1.1×	6 0.1×	17 0.6×	11	151
Xudong Xue China	9	155 1.7×	46 0.7×	65 1.0×	21 0.4×	54 2.0×	26	245
Peter Klages United States	6	144 1.6×	39 0.6×	123 2.0×	5 0.1×	25 0.9×	8	214
Arko Barman United States	9	82 0.9×	79 1.2×	17 0.3×	4 0.1×	47 1.7×	20	267
Shaoyan Pan United States	12	258 2.8×	51 0.8×	67 1.1×	3 0.1×	70 2.6×	35	372
Valerio Fortunati Netherlands	10	207 2.3×	39 0.6×	89 1.4×	34 0.7×	20 0.7×	15	349
A. Largent France	8	283 3.1×	66 1.0×	200 3.2×	5 0.1×	29 1.1×	13	343

Countries citing papers authored by Aaron Babier

Since Specialization

Citations

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

Fields of papers citing papers by Aaron Babier

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Aaron Babier

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

All Works

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8 of 8 papers shown

1.

Babier, Aaron, et al.. (2024). Knowledge‐based planning for Gamma Knife. Medical Physics. 51(5). 3207–3219. 2 indexed citations

2.

Babier, Aaron, Timothy C. Y. Chan, Adam Diamant, & Rafid Mahmood. (2024). Learning to Optimize Contextually Constrained Problems for Real-Time Decision Generation. Management Science. 71(2). 1165–1186. 1 indexed citations

3.

Babier, Aaron, et al.. (2023). 3D dose prediction for Gamma Knife radiosurgery using deep learning and data modification. Physica Medica. 106. 102533–102533. 5 indexed citations

4.

Babier, Aaron, et al.. (2022). Advising Student-Driven Analytics Projects: A Summary of Experiences and Lessons Learned. INFORMS Transactions on Education. 23(2). 121–135.

5.

Crowson, Matthew G., Jong Wook Lee, Rafid Mahmood, et al.. (2020). AutoAudio: Deep Learning for Automatic Audiogram Interpretation. Journal of Medical Systems. 44(9). 163–163. 17 indexed citations

6.

Crowson, Matthew G., Antoine Eskander, Aaron Babier, et al.. (2019). A contemporary review of machine learning in otolaryngology–head and neck surgery. The Laryngoscope. 130(1). 45–51. 92 indexed citations

7.

Babier, Aaron, Justin J. Boutilier, Michael B. Sharpe, Andrea McNiven, & Timothy C. Y. Chan. (2018). Inverse optimization of objective function weights for treatment planning using clinical dose-volume histograms. Physics in Medicine and Biology. 63(10). 105004–105004. 27 indexed citations

8.

Babier, Aaron, Justin J. Boutilier, Andrea McNiven, & Timothy C. Y. Chan. (2018). Knowledge‐based automated planning for oropharyngeal cancer. Medical Physics. 45(7). 2875–2883. 52 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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