Concepedia

Adaptive Analytics

Adaptive Analytics is a dynamic analytical framework within edge and IoT analytics that continuously modifies its data processing, model parameters, or decision logic in response to evolving environmental conditions, resource constraints, or data patterns at the network edge.

18

Publications

1K

Citations

92

Authors

49

Institutions

Publications per year

2017–2026

11

Parents

Publications

18

Transthoracic 3D Echocardiographic Left Heart Chamber Quantification Using an Automated Adaptive Analytics Algorithm

Wendy Tsang, Ivan S. Salgo, Diego Medvedofsky et al. · JACC. Cardiovascular imaging · 2016 · 221 citations

, , +12

On Using the Intelligent Edge for IoT Analytics

Pankesh Patel, Muhammad Intizar Ali, Amit Sheth · IEEE Intelligent Systems · 2017 · 161 citations

, , +16

A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams

IEEE Internet of Things Magazine · 2021 · 152 citations · Full text

, , +15

Three-dimensional echocardiographic quantification of the left-heart chambers using an automated adaptive analytics algorithm: multicentre validation study

Diego Medvedofsky, Victor Mor‐Avi, Mihaela Amzulescu et al. · European Heart Journal - Cardiovascular Imaging · 2016 · 123 citations · Full text

, , +17

Three-Dimensional Echocardiographic Automated Quantification of Left Heart Chamber Volumes Using an Adaptive Analytics Algorithm: Feasibility and Impact of Image Quality in Nonselected Patients

Diego Medvedofsky, Victor Mor‐Avi, Isida Byku et al. · Journal of the American Society of Echocardiography · 2017 · 65 citations · Full text

, , +17

1–5 of 18

Authors

92

  1. VM
    Victor Mor‐Avi

    University of Chicago Medical Center, United States

    3 publications · 409 citations

    3

    h-index

  2. RM
    Roberto M. Lang

    University of Chicago, United States

    3 publications · 409 citations

    3

    h-index

  3. MT
    Masaaki Takeuchi

    University of Occupational and Environmental Health Japan, Japan

    3 publications · 409 citations

    3

    h-index

  4. DM
    Diego Medvedofsky

    University of Chicago Medical Center, United States

    3 publications · 409 citations

    3

    h-index

  5. WT
    Wendy Tsang

    University of Toronto, Canada

    2 publications · 344 citations

    2

    h-index

1–5 of 92

Institutions

49

  1. University of Chicago Medical Center

    Chicago, United States

    3 h-index

    21 publications

    2.7K citations

  2. University of Occupational and Environmental Health Japan

    Kitakyushu, Japan

    2 h-index

    4 publications

    376 citations

  3. Beijing Anzhen Hospital

    Beijing, China

    1 h-index

    1 publications

    16 citations

  4. ABB (Switzerland)

    Zurich, Switzerland

    1 h-index

    1 publications

    161 citations

  5. East Carolina University

    Greenville, United States

    1 h-index

    3 publications

    45 citations

  6. U.S. National Science Foundation

    Alexandria, United States

    1 h-index

    1 publications

    15 citations

  7. Tennessee Technological University

    Cookeville, United States

    1 h-index

    1 publications

    36 citations

  8. Technische Hochschule Mannheim

    Mannheim, Germany

    1 h-index

    1 publications

    36 citations

1–8 of 49

Venues

  1. 1

    h-index

  2. IEEE Intelligent Systems

    1 publications · 161 citations

    1

    h-index

  3. Journal of the American Society of Echocardiography

    JASE · 1 publications · 65 citations

    1

    h-index

  4. IEEE Access

    1 publications · 15 citations

    1

    h-index

  5. British Journal of Educational Technology

    BJET · 1 publications · 36 citations

    1

    h-index

1–5