Concepedia

Computational Feature Extraction

Computational Feature Extraction is a systematic method within single-cell metabolomics that identifies and isolates quantifiable molecular signals from complex raw data through algorithmic processing, distinguishing itself by enabling high-resolution metabolic characterization at the individual cell level.

268

Publications

14.9K

Citations

1.1K

Authors

467

Institutions

Publications per year

2017–2026

129

Parents

Publications

268

Weisfeiler-lehman graph kernels

Max Planck Digital Library · 2010 · 1.6K citations · Full text

, , +17

Predicting Network Activity from High Throughput Metabolomics

Shuzhao Li, Youngja Park, Sai Duraisingham et al. · PLoS Computational Biology · 2013 · 970 citations · Full text

, , +17

druGAN: An Advanced Generative Adversarial Autoencoder Model for de Novo Generation of New Molecules with Desired Molecular Properties in Silico

Artur Kadurin, Sergey Nikolenko, Kuzma Khrabrov et al. · Molecular Pharmaceutics · 2017 · 614 citations

, , +15

Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features

Haibo Wang, Ángel Cruz-Roa, Ajay Basavanhally et al. · Journal of Medical Imaging · 2014 · 349 citations · Full text

, , +17

MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition

Tengfei Song, Wenming Zheng, Lu Cheng et al. · IEEE Access · 2019 · 325 citations · Full text

, , +17

1–5 of 268

Authors

1.1K

  1. QZ
    Quan Zou

    University of Electronic Science and Technology of China, China

    3 publications · 205 citations

    3

    h-index

  2. NS
    Natalie Shih

    University of Pennsylvania, United States

    2 publications · 451 citations

    2

    h-index

  3. MK
    Masashi Koga

    Hitachi (Japan), Japan

    2 publications · 116 citations

    2

    h-index

  4. LC
    Lei Chen

    Shanghai Maritime University, China

    2 publications · 75 citations

    2

    h-index

  5. SY
    Shihui Ying

    Shanghai University, China

    2 publications · 247 citations

    2

    h-index

1–5 of 1.1K

Institutions

467

  1. University of Electronic Science and Technology of China

    Chengdu, China

    6 h-index

    24 publications

    2.3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    8 publications

    950 citations

  3. Southeast University

    Nanjing, China

    4 h-index

    13 publications

    1.9K citations

  4. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    9 publications

    540 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    20 publications

    1.1K citations

  6. Xiamen University

    Xiamen, China

    4 h-index

    13 publications

    711 citations

  7. University of British Columbia

    Vancouver, Canada

    3 h-index

    11 publications

    449 citations

  8. University of Calgary

    Calgary, Canada

    3 h-index

    2 publications

    56 citations

1–8 of 467

Venues

  1. IEEE Access

    8 publications · 677 citations

    8

    h-index

  2. Bioinformatics

    7 publications · 275 citations

    7

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 58 citations

    5

    h-index

  4. PLoS ONE

    4 publications · 191 citations

    5

    h-index

  5. 4

    h-index

1–5