Christian Heumann

3.2k total citations · 1 hit paper
126 papers, 2.1k citations indexed

About

Christian Heumann is a scholar working on Statistics and Probability, Periodontics and Artificial Intelligence. According to data from OpenAlex, Christian Heumann has authored 126 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Statistics and Probability, 25 papers in Periodontics and 18 papers in Artificial Intelligence. Recurrent topics in Christian Heumann's work include Oral microbiology and periodontitis research (24 papers), Statistical Methods and Bayesian Inference (18 papers) and Statistical Methods and Inference (17 papers). Christian Heumann is often cited by papers focused on Oral microbiology and periodontitis research (24 papers), Statistical Methods and Bayesian Inference (18 papers) and Statistical Methods and Inference (17 papers). Christian Heumann collaborates with scholars based in Germany, Switzerland and United States. Christian Heumann's co-authors include Michael Schomaker, Shalabh, Helge Toutenburg, C. Radhakrishna Rao, Nicole B. Arweiler, Anton Sculean, Thorsten Mathias Auschill, Patrick R. Schmidlin, Katja Radon and Sabine Heinrich and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Scientific Reports.

In The Last Decade

Christian Heumann

118 papers receiving 2.0k citations

Hit Papers

Bootstrap inference when using multiple imputation 2018 2026 2020 2023 2018 50 100 150 200 250
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.

  1. Bootstrap inference when using multiple imputation
    2018 273 citations Michael Schomaker, Christian Heumann profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Christian Heumann Germany 23 372 315 168 166 138 126 2.1k
James S. Hodges United States 24 311 0.8× 204 0.6× 96 0.6× 314 1.9× 28 0.2× 75 1.9k
Qingzhao Yu United States 22 104 0.3× 134 0.4× 155 0.9× 247 1.5× 38 0.3× 136 1.8k
Peter B. Imrey United States 32 337 0.9× 250 0.8× 89 0.5× 250 1.5× 70 0.5× 116 3.6k
Changyong Feng United States 39 426 1.1× 228 0.7× 682 4.1× 236 1.4× 62 0.4× 172 5.1k
Seyyed Mohammad Taghi Ayatollahi Iran 24 161 0.4× 128 0.4× 45 0.3× 444 2.7× 41 0.3× 107 1.8k
Emmanuel Lesaffre Belgium 37 472 1.3× 2.3k 7.4× 146 0.9× 378 2.3× 60 0.4× 125 6.1k
M. J. Faddy Australia 38 661 1.8× 448 1.4× 354 2.1× 2.5k 15.1× 116 0.8× 119 5.4k
Paul Wilson United Kingdom 28 102 0.3× 39 0.1× 93 0.6× 431 2.6× 83 0.6× 153 4.1k
Helge Toutenburg Germany 23 46 0.1× 1.0k 3.3× 206 1.2× 210 1.3× 62 0.4× 111 4.6k
Mark P. Becker United States 25 830 2.2× 402 1.3× 98 0.6× 401 2.4× 25 0.2× 55 2.6k

Countries citing papers authored by Christian Heumann

Since Specialization
Citations

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

Fields of papers citing papers by Christian Heumann

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Christian Heumann

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

All Works

20 of 20 papers shown
1.
Casalicchio, Giuseppe, et al.. (2024). Correction: Marginal effects for non-linear prediction functions. Data Mining and Knowledge Discovery. 38(6). 4234–4235. 1 indexed citations
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Ahmad, Amar, et al.. (2023). Association between Average Vitamin D Levels and COVID-19 Mortality in 19 European Countries—A Population-Based Study. Nutrients. 15(22). 4818–4818. 6 indexed citations
4.
Roux, Dominique, Patrick R. Schmidlin, Thomas Attin, et al.. (2022). Impact of Pro-Argin on the Oral Health-Related Quality of Life: A 24-Week Randomized, Parallel-Group, Multicenter Study. Applied Sciences. 12(9). 4431–4431. 1 indexed citations
5.
Heumann, Christian, Michael Schomaker, & Shalabh. (2022). Introduction to Statistics and Data Analysis. 16 indexed citations
6.
Fischer, Kai R., et al.. (2022). Bone envelope for implant placement after alveolar ridge preservation: a systematic review and meta-analysis. SHILAP Revista de lepidopterología. 8(1). 56–56. 12 indexed citations
7.
Laugisch, Oliver, Thorsten Mathias Auschill, Christian Heumann, Anton Sculean, & Nicole B. Arweiler. (2021). Clinical Evaluation of a New Electronic Periodontal Probe: A Randomized Controlled Clinical Trial. Diagnostics. 12(1). 42–42. 12 indexed citations
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Arweiler, Nicole B., Thorsten Mathias Auschill, Christian Heumann, Elmar Hellwig, & Ali Al‐Ahmad. (2020). Influence of Probiotics on the Salivary Microflora Oral Streptococci and Their Integration into Oral Biofilm. Antibiotics. 9(11). 803–803. 11 indexed citations
11.
Heumann, Christian, et al.. (2020). The Effect of Green Tea on plaque and gingival inflammation: A systematic review. Journal of Herbal Medicine. 21. 100337–100337. 4 indexed citations
12.
Heumann, Christian, et al.. (2019). HYBRID MULTIPLE IMPUTATION IN A LARGE SCALE COMPLEX SURVEY. SHILAP Revista de lepidopterología. 20(4). 33–58.
13.
Cattaneo, Marco, et al.. (2019). Reliable Inference in Categorical Regression Analysis for Non‐randomly Coarsened Observations. International Statistical Review. 87(3). 580–603. 2 indexed citations
14.
Schmidlin, Patrick R., Christian Hirsch, Thomas Attin, et al.. (2019). Efficacy of 8% arginine on dentin hypersensitivity: A multicenter clinical trial in 273 patients over 24 weeks. Journal of Dentistry. 83. 1–6. 14 indexed citations
15.
Tanaka, Luana Fiengo, Maria do Rosário D. O. Latorre, María Paula Curado, et al.. (2017). Cancer survival in people with AIDS: A population‐based study from São Paulo, Brazil. International Journal of Cancer. 142(3). 524–533. 4 indexed citations
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Adebayo, S. B., Ezra Gayawan, Christian Heumann, & Christian Seiler. (2016). Joint modeling of Anaemia and Malaria in children under five in Nigeria. Spatial and Spatio-temporal Epidemiology. 17. 105–115. 26 indexed citations
18.
Al‐Ahmad, Ali, Thorsten Mathias Auschill, Annette Wittmer, et al.. (2015). Prevalence of Candida albicans and Candida dubliniensis in caries-free and caries-active children in relation to the oral microbiota—a clinical study. Clinical Oral Investigations. 20(8). 1963–1971. 28 indexed citations
19.
Heinrich, Sabine, Silke Thomas, Christian Heumann, Rüdiger von Kries, & Katja Radon. (2010). Association between exposure to radiofrequency electromagnetic fields assessed by dosimetry and acute symptoms in children and adolescents: a population based cross-sectional study. Environmental Health. 9(1). 75–75. 39 indexed citations
20.
Heumann, Christian, et al.. (2009). Personal exposure to mobile communication networks and well‐being in children—A statistical analysis based on a functional approach. Bioelectromagnetics. 30(4). 261–269. 22 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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