Concepedia

Instrument Image Classification

Instrument Image Classification is a computational method that categorizes surgical instruments in visual data by identifying and differentiating instrument types based on extracted image features.

19

Publications

546

Citations

87

Authors

29

Institutions

Publications per year

2017–2026

12

Parents

Publications

19

An Instrument Indication Acquisition Algorithm Based on Lightweight Deep Convolutional Neural Network and Hybrid Attention Fine-Grained Features

Jiaquan Shen, Ningzhong Liu, Han Sun et al. · IEEE Transactions on Instrumentation and Measurement · 2024 · 65 citations

, , +16

Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery

Raphael Sznitman, Carlos Becker, Pascal Fua · Lecture notes in computer science · 2014 · 59 citations · Full text

, , +14

SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation

Zhen-Liang Ni, Xiao-Hu Zhou, Guan-An Wang et al. · Medical Image Analysis · 2021 · 56 citations

, , +13

OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition

Eric J. Humphrey, Simon Durand, Brian McFee · Zenodo (CERN European Organization for Nuclear Research) · 2018 · 42 citations · Full text

, , +8

Electrical equipment identification in infrared images based on ROI-selected CNN method

Sheng Han, Fan Yang, Gang Yang et al. · Electric Power Systems Research · 2020 · 40 citations

, , +12

1–5 of 19

Authors

87

  1. RS
    Raphael Sznitman

    University of Bern, Switzerland

    2 publications · 84 citations

    2

    h-index

  2. YZ
    Yibing Zhang

    Virginia Tech, United States

    1 publications · 14 citations

    1

    h-index

  3. YY
    Yusheng Yan

    Harbin Engineering University, China

    1 publications · 29 citations

    1

    h-index

  4. AP
    Adrian Park

    Anne Arundel Medical Center, United States

    1 publications · 10 citations

    1

    h-index

  5. MD
    Michael D. Twa

    University of Houston, United States

    1 publications · 24 citations

    1

    h-index

1–5 of 87

Institutions

29

  1. SUNY College of Optometry

    New York, United States

    1 h-index

    2 publications

    48 citations

  2. Macau University of Science and Technology

    Macao, Macao

    1 h-index

    1 publications

    56 citations

  3. Beijing Institute of Technology

    Beijing, China

    1 h-index

    8 publications

    104 citations

  4. Université Paris-Saclay

    Gif-sur-Yvette, France

    1 h-index

    1 publications

    42 citations

  5. University Hospital of Bern

    Bern, Switzerland

    1 h-index

    1 publications

    25 citations

  6. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    1 h-index

    3 publications

    177 citations

  7. Heidelberg University

    Heidelberg, Germany

    1 h-index

    2 publications

    72 citations

  8. Jet Propulsion Laboratory

    Pasadena, United States

    1 h-index

    7 publications

    133 citations

1–8 of 29

Venues

  1. 2

    h-index

  2. 1

    h-index

  3. Technology and Health Care

    1 publications · 17 citations

    1

    h-index

  4. Lecture notes in computer science

    LNCS · Book series · 1 publications · 59 citations

    1

    h-index

  5. Electric Power Systems Research

    1 publications · 40 citations

    1

    h-index

1–5