Science Explorer Back to mapMap
Discussion
Researcher · Hochschule Mittweida · Germany

Mandy Lange

Mandy Lange publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Pulmonary and Respiratory Medicine, on topics such as Neural Networks and Applications, Sparse and Compressive Sensing Techniques and Respiratory Support and Mechanisms.

OpenAlex
World rank
#4,412,675
of 7,710,434 ranked researchers
Rank in Germany
#223,973
of 364,343
Works
24
Citations
182
Citations per work
7.6
h-index
6
i10-index 5Top 74% in Artificial Intelligence
Mandy Lange

What does Mandy Lange research?

Mandy Lange's work is mostly in Computer Science (52%), Engineering (10%), Medicine (10%).

Physical Sciences: 15 works · 62.7% of their workComputer Science: 13 works · 52.3% of their workArtificial Intelligence: 7 works · 28.4% of their workComputer Vision and Pattern Recognition: 3 works · 13.4% of their workSignal Processing: 2 works · 7.5% of their workComputational Theory and Mathematics: 1 works · 3.0% of their workEngineering: 2 works · 10.4% of their workComputational Mechanics: 2 works · 10.4% of their workEverything else: 6 works · 26.9% of their workHealth Sciences: 2 works · 10.4% of their workMedicine: 2 works · 10.4% of their workPulmonary and Respiratory Medicine: 2 works · 10.4% of their workTHEIR WORKMandy Lange24works
Physical Sciences63%Health Sciences10%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science1352.3%
    2. Engineering210.4%
  2. Everything else626.9%
    1. Medicine210.4%
  1. 1Artificial Intelligence28% of their works
  2. 2Computer Vision and Pattern Recognition13% of their works
  3. 3Pulmonary and Respiratory Medicine10% of their works
  4. 4Computational Mechanics10% of their works
  5. 5Signal Processing8% of their works
  6. 6Computational Theory and Mathematics3% of their works

Research topics

Which keywords describe Mandy Lange's research?

The keywords of their largest research topics: Sparse Representation, Deep Learning, Neural Networks, Backpropagation Learning, Self-Organizing Maps, Compressed Sensing, Signal Recovery and Acute Lung Injury.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 20 words, with their numbers
  1. Sparse Representation164 topics
  2. Deep Learning112 topics
  3. Neural Networks112 topics
  4. Backpropagation Learning91 topic
  5. Self-Organizing Maps91 topic
  6. Compressed Sensing71 topic
  7. Signal Recovery71 topic
  8. Acute Lung Injury51 topic
  9. Local Binary Patterns52 topics
  10. Mechanical Ventilation51 topic
  11. Blind Separation41 topic
  12. Independent Component Analysis41 topic
  13. Clustering Algorithms31 topic
  14. Dimensionality Reduction31 topic
  15. Face Recognition31 topic
  16. K-means31 topic
  17. Content-Based Image Retrieval21 topic
  18. Image21 topic
  19. Shape Matching21 topic
  20. Super-Resolution21 topic

Where does Mandy Lange work?

Mandy Lange's main affiliation in the publication record is Hochschule Mittweida, Germany.

How many publications and citations does Mandy Lange have?

OpenAlex counts 24 works and 182 citations for Mandy Lange, an h-index of 6, ranking #4,412,675 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

Ask a question or share a note about Mandy Lange. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.