Concepedia

Feature Reliability Analysis

Feature Reliability Analysis is a methodological framework within feature stability analysis that systematically assesses the consistency and reproducibility of feature importance or selection across varying conditions, datasets, or models to determine the trustworthiness of features in predictive or explanatory contexts.

9

Publications

554

Citations

44

Authors

18

Institutions

Publications per year

2017–2026

5

Parents

Publications

9

Reliability and prognostic value of radiomic features are highly dependent on choice of feature extraction platform

Isabella Fornacon-Wood, Hitesh Mistry, Christoph Ackermann et al. · European Radiology · 2020 · 203 citations · Full text

, , +16

Adaptive Multifeature Tracking in a Particle Filtering Framework

Emilio Maggio, F. Smerladi, Andrea Cavallaro · IEEE Transactions on Circuits and Systems for Video Technology · 2007 · 105 citations

, , +15

Assessing radiomic feature robustness to interpolation in 18F-FDG PET imaging

P. Whybra, Craig Parkinson, Kieran Foley et al. · Scientific Reports · 2019 · 82 citations · Full text

, , +15

Reliability of MRI radiomics features in MR‐guided radiotherapy for prostate cancer: Repeatability, reproducibility, and within‐subject agreement

Cindy Xue, Jing Yuan, Darren M.C. Poon et al. · Medical Physics · 2021 · 35 citations

, , +17

Reliability of Radiomic Features Across Multiple Abdominal CT Image Acquisition Settings: A Pilot Study Using ACR CT Phantom

Lin Lü, Yongguang Liang, Lawrence H. Schwartz et al. · Tomography · 2019 · 33 citations · Full text

, , +16

1–5 of 9

Authors

44

  1. TY
    Tianwei Yu

    Emory University, United States

    1 publications · 30 citations

    1

    h-index

  2. CA
    Christoph Ackermann

    St. Claraspital, Switzerland

    1 publications · 203 citations

    1

    h-index

  3. ET
    E. Tessa Hedley‐Whyte

    Massachusetts General Hospital, United States

    1 publications · 26 citations

    1

    h-index

  4. YK
    Yin Kin Cheung

    Hong Kong Sanatorium and Hospital, Hong Kong SAR China

    1 publications · 35 citations

    1

    h-index

  5. KF
    Kieran Foley

    Cardiff University, United Kingdom

    1 publications · 82 citations

    1

    h-index

1–5 of 44

Institutions

18

  1. University of Southern California

    Los Angeles, United States

    1 h-index

    1 publications

    26 citations

  2. Hong Kong Sanatorium and Hospital

    Hong Kong, Hong Kong

    1 h-index

    7 publications

    245 citations

  3. Spital STS

    Zweisimmen, Switzerland

    1 h-index

    1 publications

    203 citations

  4. Université de Lorraine

    Nancy, France

    1 h-index

    4 publications

    104 citations

  5. Cardiff University

    Cardiff, United Kingdom

    1 h-index

    3 publications

    246 citations

  6. Emory University

    Atlanta, United States

    1 h-index

    8 publications

    240 citations

  7. The Christie NHS Foundation Trust

    Manchester, United Kingdom

    1 h-index

    4 publications

    812 citations

  8. Huaiyin Institute of Technology

    Huai'an, China

    1 h-index

    1 publications

    26 citations

1–8 of 18

Venues

  1. Scientific Reports

    2 publications · 112 citations

    2

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. ISA Transactions

    1 publications · 26 citations

    1

    h-index

  5. European Radiology

    1 publications · 203 citations

    1

    h-index

1–5