Concepedia

Focused Classification

Focused Classification is a computational method in cryo-electron microscopy that belongs to the class of 3D classification techniques and specifically targets localized regions of a macromolecular structure to resolve conformational heterogeneity while excluding variable or disordered regions from the classification process.

7

Publications

477

Citations

42

Authors

21

Institutions

Publications per year

2017–2026

5

Parents

Publications

7

Subunit conformational variation within individual GroEL oligomers resolved by Cryo-EM

Soung‐Hun Roh, Corey F. Hryc, Hyun-Hwan Jeong et al. · Proceedings of the National Academy of Sciences · 2017 · 106 citations · Full text

, , +17

Focused Attention in Transformers for interpretable classification of retinal images

Clément Playout, Renaud Duval, Marie Carole Boucher et al. · Medical Image Analysis · 2022 · 90 citations

, , +16

Physical characterisation and a biologically focused classification of “seamounts” in the New Zealand region

Ashley A. Rowden, Malcolm R. Clark, I. C. Wright · New Zealand Journal of Marine and Freshwater Research · 2005 · 83 citations

, , +14

Visualizing histopathologic deep learning classification and anomaly detection using nonlinear feature space dimensionality reduction

Kevin Faust, Quin Xie, Dominick Han et al. · BMC Bioinformatics · 2018 · 69 citations · Full text

, , +17

Autofocused 3D Classification of Cryoelectron Subtomograms

Yuxiang Chen, Stefan Pfeffer, José‐Jesús Fernández et al. · Structure · 2014 · 53 citations · Full text

, , +8

1–5 of 7

Authors

42

  1. NG
    Nikolaus Grigorieff

    Howard Hughes Medical Institute, United States

    1 publications · 45 citations

    1

    h-index

  2. ZV
    Zoya Volynskaya

    Massachusetts Institute of Technology, United States

    1 publications · 69 citations

    1

    h-index

  3. JF
    José‐Jesús Fernández

    Centro Nacional de Biotecnología, Spain

    1 publications · 53 citations

    1

    h-index

  4. DL
    Dmitry Lyumkis

    Scripps Research Institute, United States

    1 publications · 45 citations

    1

    h-index

  5. WC
    Wah Chiu

    Baylor College of Medicine, United States

    1 publications · 106 citations

    1

    h-index

1–5 of 42

Institutions

21

  1. University of Toronto

    Toronto, Canada

    2 h-index

    10 publications

    538 citations

  2. Howard Hughes Medical Institute

    Chevy Chase, United States

    1 h-index

    1 publications

    45 citations

  3. Max Planck Institute of Biochemistry

    Martinsried, Germany

    1 h-index

    3 publications

    159 citations

  4. University of Oxford

    Oxford, United Kingdom

    1 h-index

    2 publications

    62 citations

  5. Hospital for Sick Children

    Toronto, Canada

    1 h-index

    7 publications

    217 citations

  6. University Health Network

    Toronto, Canada

    1 h-index

    3 publications

    207 citations

  7. Helix (United States)

    San Mateo, United States

    1 h-index

    1 publications

    45 citations

  8. National Institute of Water and Atmospheric Research

    Auckland, New Zealand

    1 h-index

    3 publications

    249 citations

1–8 of 21

Venues

  1. Medical Image Analysis

    1 publications · 90 citations

    1

    h-index

  2. New Zealand Journal of Marine and Freshwater Research

    NZJM · 1 publications · 83 citations

    1

    h-index

  3. BMC Bioinformatics

    1 publications · 69 citations

    1

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 1 publications · 106 citations

    1

    h-index

  5. Structure

    1 publications · 53 citations

    1

    h-index

1–5