Alex Beatson

497 total citations
13 papers, 196 citations indexed

About

Alex Beatson is a scholar working on Pulmonary and Respiratory Medicine, Artificial Intelligence and Critical Care and Intensive Care Medicine. According to data from OpenAlex, Alex Beatson has authored 13 papers receiving a total of 196 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Pulmonary and Respiratory Medicine, 5 papers in Artificial Intelligence and 3 papers in Critical Care and Intensive Care Medicine. Recurrent topics in Alex Beatson's work include Respiratory Support and Mechanisms (5 papers), Machine Learning and Algorithms (3 papers) and Gaussian Processes and Bayesian Inference (3 papers). Alex Beatson is often cited by papers focused on Respiratory Support and Mechanisms (5 papers), Machine Learning and Algorithms (3 papers) and Gaussian Processes and Bayesian Inference (3 papers). Alex Beatson collaborates with scholars based in United States, New Zealand and Hungary. Alex Beatson's co-authors include Sachin Ravi, J. Geoffrey Chase, Vincent J. Major, Daniel P. Redmond, Geoffrey M. Shaw, Yeong Shiong Chiew, Simon Corbett, Christopher G. Pretty, Balázs Benyó and Thomas Desaive and has published in prestigious journals such as Soft Matter, Biomedical Signal Processing and Control and BioMedical Engineering OnLine.

In The Last Decade

Alex Beatson

13 papers receiving 189 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Alex Beatson United States	7	106	42	31	23	22	13	196
Francesco Vicario United States	10	76 0.7×	52 1.2×	25 0.8×	26 1.1×	9 0.4×	22	260
Soo Youn Lee South Korea	12	110 1.0×	66 1.6×	58 1.9×	10 0.4×	12 0.5×	23	643
Antonio Albanese United States	10	95 0.9×	72 1.7×	10 0.3×	10 0.4×	16 0.7×	19	359
Shuai Ren China	10	176 1.7×	54 1.3×	6 0.2×	29 1.3×	40 1.8×	32	273
Andreas Østvik Norway	15	83 0.8×	107 2.5×	35 1.1×	41 1.8×	3 0.1×	35	663
Shuang Leng Singapore	12	222 2.1×	49 1.2×	20 0.6×	13 0.6×	3 0.1×	35	509
A.F.M. Verbraak Netherlands	12	276 2.6×	47 1.1×	6 0.2×	19 0.8×	26 1.2×	21	372
Karel Roubík Czechia	11	193 1.8×	58 1.4×	9 0.3×	68 3.0×	8 0.4×	48	287
Adriana Scandurra Argentina	10	231 2.2×	83 2.0×	17 0.5×	53 2.3×	3 0.1×	21	353
Alexander F. Kolen Netherlands	12	48 0.5×	178 4.2×	23 0.7×	11 0.5×	8 0.4×	31	394

Countries citing papers authored by Alex Beatson

Since Specialization

Citations

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

Fields of papers citing papers by Alex Beatson

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alex Beatson

This figure shows the co-authorship network connecting the top 25 collaborators of Alex Beatson. A scholar is included among the top collaborators of Alex Beatson 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 Alex Beatson. Alex Beatson 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:

13 of 13 papers shown

Oktay, Deniz, et al.. (2021). Randomized Automatic Differentiation. International Conference on Learning Representations. 1 indexed citations

Xue, Tianju, Alex Beatson, Sigrid Adriaenssens, & Ryan P. Adams. (2020). Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 1. 10638–10647. 2 indexed citations

Xue, Tianju, Alex Beatson, Jordan T. Ash, et al.. (2020). A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation. Soft Matter. 16(32). 7524–7534. 41 indexed citations

Luo, Yucen, Alex Beatson, Mohammad Norouzi, et al.. (2020). SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. arXiv (Cornell University). 2 indexed citations

Beatson, Alex & Ryan P. Adams. (2019). Efficient Optimization of Loops and Limits with Randomized Telescoping Sums. arXiv (Cornell University). 534–543. 2 indexed citations

Ravi, Sachin & Alex Beatson. (2018). Amortized Bayesian Meta-Learning. International Conference on Learning Representations. 32 indexed citations

Beatson, Alex, Zhaoran Wang, & Han Liu. (2016). Blind attacks on machine learners. neural information processing systems. 29. 2405–2413. 1 indexed citations

Chiew, Yeong Shiong, Christopher G. Pretty, Alex Beatson, et al.. (2015). Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation. PubMed. 2015. 5315–5318. 12 indexed citations

Major, Vincent J., Daniel P. Redmond, Alex Beatson, et al.. (2015). Assessing Respiratory Mechanics of Reverse-Triggered Breathing Cycles - Case Study of Two Mechanically Ventilated Patients. IFAC-PapersOnLine. 48(20). 505–510. 6 indexed citations

10.

Major, Vincent J., Simon Corbett, Daniel P. Redmond, et al.. (2015). Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction. Biomedical Signal Processing and Control. 23. 1–9. 25 indexed citations

11.

Chiew, Yeong Shiong, Daniel P. Redmond, Alex Beatson, et al.. (2014). The Clinical Utilisation of Respiratory Elastance Software (CURE Soft): a bedside software for real-time respiratory mechanics monitoring and mechanical ventilation management. BioMedical Engineering OnLine. 13(1). 140–140. 63 indexed citations

12.

Redmond, Daniel P., Vincent J. Major, Simon Corbett, et al.. (2014). Pressure reconstruction by eliminating the demand effect of spontaneous respiration (PREDATOR) method for assessing respiratory mechanics of reverse-triggered breathing cycles. 332–337. 6 indexed citations

13.

Beatson, Alex, et al.. (2014). Calculating a Vagal Tone Index using Webcam Photoplethysmography. 242–246. 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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