Carlos Fernandez‐Granda
Carlos Fernandez‐Granda publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Biomedical Engineering, on topics such as Cell Image Analysis Techniques, Advanced Electron Microscopy Techniques and Applications and Brain Tumor Detection and Classification.
- World rank
- #769,677 of 1,633,909 ranked researchers
- Rank in United States
- #223,340 of 358,040
- Works
- 18
- Citations
- 51
- Citations per work
- 2.8
What does Carlos Fernandez‐Granda research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition28% of their works
- 2Artificial Intelligence17% of their works
- 3Biomedical Engineering11% of their works
- 4Biophysics6% of their works
- 5Computational Mechanics6% of their works
- 6Oncology6% of their works
Research topics
- Cell Image Analysis Techniques
- Advanced Electron Microscopy Techniques and Applications
- Brain Tumor Detection and Classification
- AI in cancer detection
- Evolutionary Algorithms and Applications
- Machine Learning and Data Classification
- Advanced Multi-Objective Optimization Algorithms
- Advanced Image and Video Retrieval Techniques
Which keywords describe Carlos Fernandez‐Granda's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Classification, Evolutionary Algorithms, Image Processing, Multiobjective Optimization, Bioimage Analysis and Brain Tumor.
- Surrogate Modeling
- Noisy Labels
- MRI
- Hyperparameter Optimization
- High-Content Screening
- Genetic Algorithm
- Feature Matching
- Brain Tumor
- Multiobjective Optimization
- Evolutionary Algorithms
- Machine Learning
- Deep Learning
- Classification
- Image Processing
- Bioimage Analysis
- Cryo-Electron Microscopy
- Feature Selection
- Genetic Programming
- Histopathology Images
- Local Descriptors
- Medical Image Analysis
- Single-Particle Analysis
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.
All 22 words, with their numbers
- Deep Learning44 topics
- Machine Learning44 topics
- Classification33 topics
- Evolutionary Algorithms22 topics
- Image Processing22 topics
- Multiobjective Optimization22 topics
- Bioimage Analysis11 topic
- Brain Tumor11 topic
- Cryo-Electron Microscopy11 topic
- Feature Matching11 topic
- Feature Selection11 topic
- Genetic Algorithm11 topic
- Genetic Programming11 topic
- High-Content Screening11 topic
- Histopathology Images11 topic
- Hyperparameter Optimization11 topic
- Local Descriptors11 topic
- MRI11 topic
- Medical Image Analysis11 topic
- Noisy Labels11 topic
- Single-Particle Analysis11 topic
- Surrogate Modeling11 topic
Where does Carlos Fernandez‐Granda work?
Carlos Fernandez‐Granda's main affiliation in the publication record is Courant Institute of Mathematical Sciences, United States.
How many publications and citations does Carlos Fernandez‐Granda have?
Science Explorer counts 18 works and 51 citations for Carlos Fernandez‐Granda, ranking #769,677 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.