Anders C. Hansen

48 papers receiving 1.4k citations

Anders C. Hansen's Hit Papers

On instabilities of deep learning in image reconstruction and the potential costs of AI 2020 · 465 citations
4650+2+4Years since publication100200300400

Peers

Anders C. Hansen
Comparison fields: 5 of 103
  • Acoustics and Ultrasonics 30
  • Radiology, Nuclear Medicine and Imaging 523
  • Computational Mechanics 527
  • Applied Mathematics 229
  • Health Informatics 25
Replace Ben Adcock with:
Ben Adcock Canada
Clarice Poon United Kingdom
N.P. Galatsanos United States
C. Si̇nan Güntürk United States
Laurent Jacques Belgium
Bradley J. Lucier United States
Frank Wübbeling Germany
Laure Blanc‐Féraud France
Gerlind Plonka Germany
Yifei Lou United States
Anders C. Hansen relative to Ben Adcock Canada Ben Adcock's profile →
Citations per field
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Ben Adcock · 1×
Citations per year

Countries citing papers authored by Anders C. Hansen

Since Specialization
Citations

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

Fields of papers citing papers by Anders C. Hansen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Anders C. Hansen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Anders C. Hansen Line = papers co-authored together Anders C. Hansen links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 51 papers — load more, or switch the sort, to bring in the rest.

#Work
1
On instabilities of deep learning in image reconstruction and the potential costs of AI
Hit paper breakdown →
2020465
2 2017107
3 202280
4 201578
5 201058
6 200853
7 201152
8 201249
9 201346
10 201939
11 201331
12
Breaking the coherence barrier: asymptotic incoherence and asymptotic sparsity in compressed sensing
201328
13 201626
14 201423
15 201423
16 201621
17 201521
18 201018
19 201418
20 201718

About Anders C. Hansen

Anders C. Hansen is a scholar working on Computational Mechanics, Applied Mathematics, Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, having authored 51 papers that have together received 1.4k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (22 papers), Mathematical Analysis and Transform Methods (16 papers), Medical Imaging Techniques and Applications (15 papers), Image and Signal Denoising Methods (14 papers), Matrix Theory and Algorithms (7 papers), Advanced MRI Techniques and Applications (7 papers), Photoacoustic and Ultrasonic Imaging (5 papers) and Adversarial Robustness in Machine Learning (3 papers). The work is most often cited by research in Acoustics and Ultrasonics (30 citations), Radiology, Nuclear Medicine and Imaging (523 citations), Computational Mechanics (527 citations), Applied Mathematics (229 citations) and Health Informatics (25 citations). Anders C. Hansen has collaborated with scholars based in United Kingdom, Canada and Norway. Frequent co-authors include Ben Adcock, Clarice Poon, Vegard Antun, Francesco Renna, Bogdan Roman, Matthew J. Colbrook, Milana Gatarić, Gerd Teschke, John Strain and Alexei Shadrin. Their work appears in journals such as Applied and Computational Harmonic Analysis, SIAM Journal on Imaging Sciences, Journal of Fourier Analysis and Applications, SIAM Journal on Mathematical Analysis and Proceedings of the National Academy of Sciences.

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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