# Computer Science

**Type:** Fields  
**Canonical URL:** https://picoportal.org/library/fields/computer-science/

## Facts

| Field | Value |
| --- | --- |
| Description | Computer Science is one of 26 top-level fields in the OpenAlex subject taxonomy. This atlas publishes 216 topics in it, covering 14,978 indexed works. |
| Researchers | 5,346 |
| Subfields | Advanced Algebra and Logic,Advanced Authentication Protocols Security,Advanced Clustering Algorithms Research,Advanced Computational Techniques and Applications,Advanced Database Systems and Queries,Advanced Data Compression Techniques,Advanced Data Storage Technologies,Advanced Graph Neural Networks,Advanced Graph Theory Research,Advanced Image and Video Retrieval Techniques,Advanced Image Processing Techniques,Adaptive Dynamic Programming Control |
| Top Institutions | Centre National de la Recherche Scientifique,Harvard University,Chinese Academy of Sciences,University of Washington,Stanford University,Johns Hopkins University,Inserm,National Institutes of Health,University of Michigan,University College London |

## Field papers

Showing 15 of 8956.

- [ImageNet: A large-scale hierarchical image database](https://picoportal.org/library/papers/imagenet-a-large-scale-hierarchical-image-database/)
- [Regression Shrinkage and Selection Via the Lasso](https://picoportal.org/library/papers/regression-shrinkage-and-selection-via-the-lasso/)
- [ImageNet Large Scale Visual Recognition Challenge](https://picoportal.org/library/papers/imagenet-large-scale-visual-recognition-challenge/)
- [The Elements of Statistical Learning: Data Mining, Inference, and Prediction](https://picoportal.org/library/papers/the-elements-of-statistical-learning-data-mining-inference-and-prediction/)
- [Regularization Paths for Generalized Linear Models via Coordinate Descent](https://picoportal.org/library/papers/regularization-paths-for-generalized-linear-models-via-coordinate-descent/)
- [PhysioBank, PhysioToolkit, and PhysioNet](https://picoportal.org/library/papers/physiobank-physiotoolkit-and-physionet/)
- [An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest](https://picoportal.org/library/papers/an-automated-labeling-system-for-subdividing-the-human-cerebral-cortex-on-mri/)
- [Perceptual Losses for Real-Time Style Transfer and Super-Resolution](https://picoportal.org/library/papers/perceptual-losses-for-real-time-style-transfer-and-super-resolution/)
- [From local explanations to global understanding with explainable AI for trees](https://picoportal.org/library/papers/from-local-explanations-to-global-understanding-with-explainable-ai-for-trees/)
- [Regression Modeling Strategies](https://picoportal.org/library/papers/regression-modeling-strategies-2/)
- [Whole Brain Segmentation](https://picoportal.org/library/papers/whole-brain-segmentation/)
- [Power failure: why small sample size undermines the reliability of neuroscience](https://picoportal.org/library/papers/power-failure-why-small-sample-size-undermines-the-reliability-of-neuroscience/)
- [A Rapid Bootstrap Algorithm for the RAxML Web Servers](https://picoportal.org/library/papers/a-rapid-bootstrap-algorithm-for-the-raxml-web-servers/)
- [The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)](https://picoportal.org/library/papers/the-multimodal-brain-tumor-image-segmentation-benchmark-brats/)
- [Cortical Surface-Based Analysis](https://picoportal.org/library/papers/cortical-surface-based-analysis/)

## Field topics

Showing 24 of 518.

- [Neural Networks and Applications](https://picoportal.org/library/topics/neural-networks-and-applications-2/)
- [Advanced Neural Network Applications](https://picoportal.org/library/topics/advanced-neural-network-applications-2/)
- [Computational Drug Discovery Methods](https://picoportal.org/library/topics/computational-drug-discovery-methods-2/)
- [Natural Language Processing Techniques](https://picoportal.org/library/topics/natural-language-processing-techniques-2/)
- [Quantum Information and Cryptography](https://picoportal.org/library/topics/quantum-information-and-cryptography-2/)
- [Topic Modeling](https://picoportal.org/library/topics/topic-modeling/)
- [Parallel Computing and Optimization Techniques](https://picoportal.org/library/topics/parallel-computing-and-optimization-techniques-2/)
- [Metaheuristic Optimization Algorithms Research](https://picoportal.org/library/topics/metaheuristic-optimization-algorithms-research-2/)
- [Advanced Vision and Imaging](https://picoportal.org/library/topics/advanced-vision-and-imaging-2/)
- [Matrix Theory and Algorithms](https://picoportal.org/library/topics/matrix-theory-and-algorithms-2/)
- [Geochemistry and Geologic Mapping](https://picoportal.org/library/topics/geochemistry-and-geologic-mapping-2/)
- [Advanced Image and Video Retrieval Techniques](https://picoportal.org/library/topics/advanced-image-and-video-retrieval-techniques-2/)
- [Software Engineering Research](https://picoportal.org/library/topics/software-engineering-research-2/)
- [Data Mining Algorithms and Applications](https://picoportal.org/library/topics/data-mining-algorithms-and-applications-2/)
- [Blockchain Technology Applications and Security](https://picoportal.org/library/topics/blockchain-technology-applications-and-security-2/)
- [Cryptography and Data Security](https://picoportal.org/library/topics/cryptography-and-data-security-2/)
- [Image and Signal Denoising Methods](https://picoportal.org/library/topics/image-and-signal-denoising-methods-2/)
- [Semantic Web and Ontologies](https://picoportal.org/library/topics/semantic-web-and-ontologies-2/)
- [Face and Expression Recognition](https://picoportal.org/library/topics/face-and-expression-recognition-2/)
- [Network Security and Intrusion Detection](https://picoportal.org/library/topics/network-security-and-intrusion-detection-2/)
- [Video Surveillance and Tracking Methods](https://picoportal.org/library/topics/video-surveillance-and-tracking-methods/)
- [Energy Efficient Wireless Sensor Networks](https://picoportal.org/library/topics/energy-efficient-wireless-sensor-networks-2/)
- [Medical Image Segmentation Techniques](https://picoportal.org/library/topics/medical-image-segmentation-techniques-2/)
- [Quantum Computing Algorithms and Architecture](https://picoportal.org/library/topics/quantum-computing-algorithms-and-architecture-2/)

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Source: PICO Portal — public research metadata, principally OpenAlex. See https://picoportal.org/library/sources/ for provenance and https://picoportal.org/library/methodology/ for what these figures mean.