Concepedia

Machine Learning For Adaptation

Machine Learning for Adaptation is a computational framework within adaptive radiotherapy that employs machine learning algorithms to dynamically modify treatment plans in response to anatomical or physiological changes by learning from patient-specific longitudinal data.

13

Publications

370

Citations

48

Authors

40

Institutions

Publications per year

2017–2026

6

Parents

Publications

13

Auto-adaptive robot-aided therapy using machine learning techniques

Francisco J. Badesa, Ricardo Morales, Nicolás García-Aracil et al. · Computer Methods and Programs in Biomedicine · 2013 · 72 citations

, , +12

Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding

Zhiheng Cheng, Qingyue Wei, Hongru Zhu et al. · 2024 · 54 citations

, , +8

A support vector machine tool for adaptive tomotherapy treatments: Prediction of head and neck patients criticalities

G. Guidi, N. Maffei, C. Vecchi et al. · Physica Medica · 2015 · 36 citations

, , +9

A reinforcement learning approach for finding optimal policy of adaptive radiation therapy considering uncertain tumor biological response

Saba Ebrahimi, Gino J. Lim · Artificial Intelligence in Medicine · 2021 · 34 citations

, , +15

National Cancer Institute Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation

Practical Radiation Oncology · 2020 · 26 citations · Full text

, , +17

1–5 of 13

Authors

48

  1. IV
    Ivan Vujaklija

    Medical University of Vienna, Austria

    1 publications · 21 citations

    1

    h-index

  2. SE
    Saba Ebrahimi

    University of Houston, United States

    1 publications · 34 citations

    1

    h-index

  3. AC
    Antonio Coronato

    Institute for High Performance Computing and Networking, Italy

    1 publications · 18 citations

    1

    h-index

  4. GG
    Girjesh Govil

    Tata Institute of Fundamental Research, India

    1 publications · 17 citations

    1

    h-index

  5. CH
    Cheng‐Geng Huang

    University of Electronic Science and Technology of China, China

    1 publications · 26 citations

    1

    h-index

1–5 of 48

Institutions

40

  1. University of Michigan

    Ann Arbor, United States

    2 h-index

    3 publications

    76 citations

  2. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    54 citations

  3. Tongji University

    Shanghai, China

    1 h-index

    1 publications

    26 citations

  4. East China Normal University

    Shanghai, China

    1 h-index

    2 publications

    108 citations

  5. Chan Zuckerberg Initiative (United States)

    Redwood City, United States

    1 h-index

    1 publications

    26 citations

  6. Leibniz University Hannover

    Hanover, Germany

    1 h-index

    1 publications

    26 citations

  7. University of Houston

    Houston, United States

    1 h-index

    2 publications

    68 citations

  8. Research Center for Information Technology Innovation, Academia Sinica

    Taipei, Taiwan

    1 h-index

    1 publications

    19 citations

1–8 of 40

Venues

  1. Practical Radiation Oncology

    1 publications · 26 citations

    1

    h-index

  2. Physica Medica

    1 publications · 36 citations

    1

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 1 publications · 26 citations

    1

    h-index

  4. Medical Engineering & Physics

    1 publications · 10 citations

    1

    h-index

  5. Computer Methods and Programs in Biomedicine

    1 publications · 72 citations

    1

    h-index

1–5