Rebecca C. Poulos

2.0k total citations · 1 hit paper
28 papers, 854 citations indexed

About

Rebecca C. Poulos is a scholar working on Molecular Biology, Cancer Research and Pathology and Forensic Medicine. According to data from OpenAlex, Rebecca C. Poulos has authored 28 papers receiving a total of 854 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Molecular Biology, 12 papers in Cancer Research and 6 papers in Pathology and Forensic Medicine. Recurrent topics in Rebecca C. Poulos's work include Cancer Genomics and Diagnostics (11 papers), Genetic factors in colorectal cancer (5 papers) and Genomics and Chromatin Dynamics (5 papers). Rebecca C. Poulos is often cited by papers focused on Cancer Genomics and Diagnostics (11 papers), Genetic factors in colorectal cancer (5 papers) and Genomics and Chromatin Dynamics (5 papers). Rebecca C. Poulos collaborates with scholars based in Australia, Hong Kong and United Kingdom. Rebecca C. Poulos's co-authors include Jason W.H. Wong, Zhaoxiang Cai, Qing Zhong, John E. Pimanda, Jia Liu, Dominik Beck, Anushi Shah, D. S. Perera, Jake Olivier and Roger R. Reddel and has published in prestigious journals such as Nature, Nucleic Acids Research and Cancer Cell.

In The Last Decade

Rebecca C. Poulos

27 papers receiving 845 citations

Hit Papers

1 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.

Machine learning for multi-omics data integration in cancer

2022 168 citations Zhaoxiang Cai, Rebecca C. Poulos et al. iScience profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Rebecca C. Poulos Australia	16	581	290	104	84	83	28	854
Yajie Gong China	18	651 1.1×	381 1.3×	127 1.2×	155 1.8×	81 1.0×	71	1.0k
Susann Fält Sweden	13	429 0.7×	187 0.6×	100 1.0×	98 1.2×	63 0.8×	16	639
Philip Law United Kingdom	15	323 0.6×	140 0.5×	161 1.5×	183 2.2×	182 2.2×	31	718
Christian Daviaud France	13	420 0.7×	210 0.7×	90 0.9×	84 1.0×	41 0.5×	20	698
Geoff Macintyre Australia	15	671 1.2×	313 1.1×	229 2.2×	117 1.4×	45 0.5×	38	1.0k
Xuexi Yang China	18	452 0.8×	205 0.7×	185 1.8×	98 1.2×	102 1.2×	95	862
Anna Kluska Poland	14	259 0.4×	128 0.4×	276 2.7×	86 1.0×	94 1.1×	35	588
Jordi Martorell‐Marugán Spain	16	469 0.8×	234 0.8×	63 0.6×	91 1.1×	42 0.5×	31	845
Alex J. Cornish United Kingdom	15	284 0.5×	124 0.4×	103 1.0×	97 1.2×	82 1.0×	20	503

Countries citing papers authored by Rebecca C. Poulos

Since Specialization

Citations

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

Fields of papers citing papers by Rebecca C. Poulos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Rebecca C. Poulos. 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 Rebecca C. Poulos. The network helps show where Rebecca C. Poulos may publish in the future.

Co-authorship network of co-authors of Rebecca C. Poulos

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

All Works

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20 of 20 papers shown

Poulos, Rebecca C., et al.. (2025). Predictive Biomarkers of Antibody–Drug Conjugate Efficacy for Solid Tumors: Current Challenges and the Potential Role of Quantitative Proteomics. Clinical Cancer Research. 32(4). 661–673. 1 indexed citations

Cai, Zhaoxiang, Rebecca C. Poulos, Phillip J. Robinson, et al.. (2025). A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches. Briefings in Bioinformatics. 26(4). 15 indexed citations

Cai, Zhaoxiang, et al.. (2024). DeePathNet: A Transformer-Based Deep Learning Model Integrating Multiomic Data with Cancer Pathways. Cancer Research Communications. 4(12). 3151–3164. 9 indexed citations

Hains, Peter G., et al.. (2024). Proteomic insights into paediatric cancer: Unravelling molecular signatures and therapeutic opportunities. Pediatric Blood & Cancer. 71(6). e30980–e30980. 1 indexed citations

Cai, Zhaoxiang, Dylan Xavier, Natasha Lucas, et al.. (2023). Abstract 5391: Machine learning of cancer type and tissue of origin from proteomes of 1,277 human tissue samples and 975 cancer cell lines. Cancer Research. 83(7_Supplement). 5391–5391.

Cai, Zhaoxiang, Rebecca C. Poulos, Jia Liu, & Qing Zhong. (2022). Machine learning for multi-omics data integration in cancer. iScience. 25(2). 103798–103798. 168 indexed citations breakdown →

Liu, Qing, Julie A.I. Thoms, Andrea C. Nunez, et al.. (2018). Disruption of a −35 kb Enhancer Impairs CTCF Binding and MLH1 Expression in Colorectal Cells. Clinical Cancer Research. 24(18). 4602–4611. 10 indexed citations

Poulos, Rebecca C., et al.. (2018). Analysis of 7,815 cancer exomes reveals associations between mutational processes and somatic driver mutations. PLoS Genetics. 14(11). e1007779–e1007779. 35 indexed citations

Jing, Duohui, Yizhou Huang, Xiaoyun Liu, et al.. (2018). Lymphocyte-Specific Chromatin Accessibility Pre-determines Glucocorticoid Resistance in Acute Lymphoblastic Leukemia. Cancer Cell. 34(6). 906–921.e8. 48 indexed citations

10.

Poulos, Rebecca C. & Jason W.H. Wong. (2018). Finding cancer driver mutations in the era of big data research. Biophysical Reviews. 11(1). 21–29. 15 indexed citations

11.

Morris, Margaret J., Luke B. Hesson, Rebecca C. Poulos, et al.. (2018). Reduced nuclear DNA methylation and mitochondrial transcript changes in adenomas do not associate with mtDNA methylation. Biomarker Research. 6(1). 37–37. 16 indexed citations

12.

Wong, Matthew, Andrew E. Tee, Giorgio Milazzo, et al.. (2017). The Histone Methyltransferase DOT1L Promotes Neuroblastoma by Regulating Gene Transcription. Cancer Research. 77(9). 2522–2533. 53 indexed citations

13.

Poulos, Rebecca C., Jake Olivier, & Jason W.H. Wong. (2017). The interaction between cytosine methylation and processes of DNA replication and repair shape the mutational landscape of cancer genomes. Nucleic Acids Research. 45(13). 7786–7795. 67 indexed citations

14.

Ma, Shiyong, Ranjeeta Menon, Rebecca C. Poulos, & Jason W.H. Wong. (2017). Proteogenomic analysis prioritises functional single nucleotide variants in cancer samples. Oncotarget. 8(56). 95841–95852. 10 indexed citations

15.

Perera, D. S., Rebecca C. Poulos, Anushi Shah, et al.. (2016). Differential DNA repair underlies mutation hotspots at active promoters in cancer genomes. Nature. 532(7598). 259–263. 144 indexed citations

16.

Poulos, Rebecca C., Julie A.I. Thoms, Yi Fang Guan, et al.. (2016). Functional Mutations Form at CTCF-Cohesin Binding Sites in Melanoma Due to Uneven Nucleotide Excision Repair across the Motif. Cell Reports. 17(11). 2865–2872. 53 indexed citations

17.

Poulos, Rebecca C., Julie A.I. Thoms, Anushi Shah, et al.. (2015). Systematic Screening of Promoter Regions Pinpoints Functional Cis -Regulatory Mutations in a Cutaneous Melanoma Genome. Molecular Cancer Research. 13(8). 1218–1226. 19 indexed citations

18.

Perera, D. S., Diego Chacon Fajardo, Julie A.I. Thoms, et al.. (2014). OncoCis: annotation of cis-regulatory mutations in cancer. Genome biology. 15(10). 485–485. 21 indexed citations

19.

Poulos, Rebecca C., Alex Donaldson, & Caroline F. Finch. (2010). Towards evidence-informed sports safety policy for New South Wales, Australia: assessing the readiness of the sector. Injury Prevention. 16(2). 127–131. 22 indexed citations

20.

Ellis, D., et al.. (1983). Ultrastructural studies on cultured fibroblasts from patients with lipid storage disorders. Pathology. 15(1). 103–103. 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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