Jason Dowling

4.8k total citations · 1 hit paper
129 papers, 2.7k citations indexed

About

Jason Dowling is a scholar working on Radiology, Nuclear Medicine and Imaging, Radiation and Biomedical Engineering. According to data from OpenAlex, Jason Dowling has authored 129 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 90 papers in Radiology, Nuclear Medicine and Imaging, 71 papers in Radiation and 40 papers in Biomedical Engineering. Recurrent topics in Jason Dowling's work include Advanced Radiotherapy Techniques (71 papers), Medical Imaging Techniques and Applications (42 papers) and Radiomics and Machine Learning in Medical Imaging (37 papers). Jason Dowling is often cited by papers focused on Advanced Radiotherapy Techniques (71 papers), Medical Imaging Techniques and Applications (42 papers) and Radiomics and Machine Learning in Medical Imaging (37 papers). Jason Dowling collaborates with scholars based in Australia, United States and France. Jason Dowling's co-authors include Lois Holloway, Peter B. Greer, Phillip Chlap, Hang Min, Annette Haworth, Jürgen Fripp, Chris Wratten, James W. Denham, Olivier Salvado and J. W. Parker and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Scientific Reports.

In The Last Decade

Jason Dowling

124 papers receiving 2.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A review of medical image data augmentation techniques for deep learning applications

2021 583 citations Phillip Chlap, Hang Min et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jason Dowling Australia	24	1.7k	1.1k	662	550	437	129	2.7k
Dan Nguyen United States	30	1.7k 1.0×	1.7k 1.5×	601 0.9×	1.1k 1.9×	272 0.6×	120	2.8k
René Werner Germany	22	1.1k 0.7×	753 0.7×	474 0.7×	538 1.0×	325 0.7×	108	1.8k
Yaoqin Xie China	29	2.0k 1.2×	793 0.7×	1.0k 1.5×	568 1.0×	900 2.1×	211	3.2k
Yaorong Ge United States	24	1.0k 0.6×	1.1k 1.0×	310 0.5×	630 1.1×	327 0.7×	108	2.3k
Michael R. Kaus United States	18	1.6k 1.0×	699 0.6×	755 1.1×	594 1.1×	1.2k 2.7×	38	3.4k
Maria Francesca Spadea Italy	24	859 0.5×	770 0.7×	422 0.6×	496 0.9×	157 0.4×	75	1.5k
Simon Doran United Kingdom	29	2.6k 1.5×	1.9k 1.7×	734 1.1×	1.4k 2.5×	173 0.4×	115	3.8k
Alexander Schlaefer Germany	22	659 0.4×	516 0.5×	527 0.8×	396 0.7×	202 0.5×	175	1.6k
Lois Holloway Australia	28	2.6k 1.6×	2.2k 2.0×	623 0.9×	1.5k 2.7×	281 0.6×	260	4.1k
Hossein Arabi Switzerland	35	2.4k 1.4×	516 0.5×	1.2k 1.8×	350 0.6×	306 0.7×	140	2.8k

Countries citing papers authored by Jason Dowling

Since Specialization

Citations

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

Fields of papers citing papers by Jason Dowling

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jason Dowling

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

20 of 20 papers shown

Baker, Laura, et al.. (2025). How much data do you need? An analysis of pelvic multi-organ segmentation in a limited data context. Physical and Engineering Sciences in Medicine. 48(1). 409–419.

Nicolson, Aaron, et al.. (2024). e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation. 99–104. 2 indexed citations

Roberts, Matthew J., et al.. (2024). A Pilot Study of PSMA PET/CT and MRI Fusion for Prostate Cancer: Software to Replace PET/MRI Hardware. Journal of Clinical Medicine. 13(23). 7384–7384. 1 indexed citations

Nicolson, Aaron, et al.. (2024). Longitudinal data and a semantic similarity reward for chest X-ray report generation. Informatics in Medicine Unlocked. 50. 101585–101585. 8 indexed citations

Barateau, A., Peter B. Greer, C. Lafond, et al.. (2023). Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy. Physical and Engineering Sciences in Medicine. 46(4). 1703–1711. 2 indexed citations

Antico, Maria, Ruud J. G. van Sloun, David Canty, et al.. (2023). Automatic deep learning-based pleural effusion segmentation in lung ultrasound images. BMC Medical Informatics and Decision Making. 23(1). 274–274. 6 indexed citations

Roberts, Matthew J., et al.. (2023). Prostate volume analysis in image registration for prostate cancer care: a verification study. Physical and Engineering Sciences in Medicine. 46(4). 1791–1802. 2 indexed citations

Nicolson, Aaron, Jason Dowling, & Bevan Koopman. (2023). e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation. Griffith Research Online (Griffith University, Queensland, Australia). 545–549. 1 indexed citations

Nunes, Jean‐Claude, Jennifer Le Guévelou, Peter B. Greer, et al.. (2023). A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study. Frontiers in Oncology. 13. 1279750–1279750. 8 indexed citations

10.

Dowling, Jason, Jarad Martin, Helen Warren‐Forward, et al.. (2022). Validation of an MRI-only planning workflow for definitive pelvic radiotherapy. Radiation Oncology. 17(1). 55–55. 8 indexed citations

11.

Nicolson, Aaron, Jason Dowling, & Bevan Koopman. (2021). AEHRC CSIRO at ImageCLEFmed Caption 2021.. Griffith Research Online (Griffith University, Queensland, Australia). 1317–1328. 1 indexed citations

12.

Nicolson, Aaron, et al.. (2021). Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review. Physical and Engineering Sciences in Medicine. 45(1). 13–29. 7 indexed citations

13.

Dowling, Jason, et al.. (2020). Assessing tumor centrality in lung stereotactic ablative body radiotherapy (SABR): the effects of variations in bronchial tree delineation and potential for automated methods. Medical dosimetry. 46(1). 94–101. 4 indexed citations

14.

Buckley, J. Graham, Robba Rai, Gary Liney, et al.. (2019). Anatomical deformation due to horizontal rotation: towards gantry-free radiation therapy. Physics in Medicine and Biology. 64(17). 175014–175014. 13 indexed citations

15.

Ebert, Martin A., et al.. (2018). EP-1614: Inter-observer contouring variation of multiple pelvic structures on CT and MR for prostate cancer. Radiotherapy and Oncology. 127. S869–S870.

16.

Ghose, Soumya, Jason Dowling, Robba Rai, & Gary Liney. (2017). Substitute CT generation from a single ultra short time echo MRI sequence: preliminary study. Physics in Medicine and Biology. 62(8). 2950–2960. 11 indexed citations

17.

Kapanen, Mika, Tiina Seppälä, Juhani Collan, et al.. (2017). Intensity-based dual model method for generation of synthetic CT images from standard T2-weighted MR images – Generalized technique for four different MR scanners. Radiotherapy and Oncology. 125(3). 411–419. 18 indexed citations

18.

Madabhushi, Anant, Jason Dowling, Henkjan Huisman, & Dean C. Barratt. (2011). Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions: International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 2011, Proceedings. Springer eBooks. 2 indexed citations

19.

Dowling, Jason, Anthony Maeder, & Wageeh Boles. (2003). Intelligent Image Processing Constraints for Blind Mobility Facilitated through Artificial Vision. QUT ePrints (Queensland University of Technology). 9 indexed citations

20.

Dowling, Jason & Daniel L. Benoit. (1997). BIOMECHANICAL TESTING OF A COMPLIANT BENCH FOR STEP AEROBICS. ISBS - Conference Proceedings Archive. 1(1). 1 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.

Explore authors with similar magnitude of impact