Concepedia

Instrument Feature Extraction

Instrument Feature Extraction is a computational methodology within surgical instrument classification that identifies and isolates distinctive morphological, functional, and contextual attributes from raw sensor or imaging data to enable precise categorization and recognition of surgical instruments.

52

Publications

1.8K

Citations

207

Authors

88

Institutions

Publications per year

2017–2026

26

Parents

Publications

52

A Study on Feature Analysis for Musical Instrument Classification

Jeremiah D. Deng, Christian Simmermacher, Stephen Cranefield · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2008 · 132 citations

, , +14

Deep neural network based instrument extraction from music

Stefan Uhlich, Franck Giron, Yuki Mitsufuji · 2015 · 108 citations

, , +12

Automated Surgical Instrument Detection from Laparoscopic Gastrectomy Video Images Using an Open Source Convolutional Neural Network Platform

Yuta Yamazaki, Shingo Kanaji, Takeru Matsuda et al. · Journal of the American College of Surgeons · 2020 · 84 citations · Full text

, , +14

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

Real-time segmentation of surgical instruments inside the abdominal cavity using a joint hue saturation color feature

Christophe Doignon, Pierre Graebling, Michel de Mathelin · Real-Time Imaging · 2005 · 64 citations

, , +17

1–5 of 52

Authors

207

  1. DW
    Dirk Wilhelm

    TUM Klinikum, Germany

    3 publications · 122 citations

    3

    h-index

  2. AS
    Armin Schneider

    TUM Klinikum, Germany

    2 publications · 100 citations

    2

    h-index

  3. GB
    Gui‐Bin Bian

    Chinese Academy of Sciences, China

    2 publications · 69 citations

    2

    h-index

  4. CD
    Christophe Doignon

    Université de Strasbourg, France

    2 publications · 84 citations

    2

    h-index

  5. DN
    Doug Nychka

    NSF National Center for Atmospheric Research, United States

    2 publications · 73 citations

    2

    h-index

1–5 of 207

Institutions

88

  1. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    13 publications

    490 citations

  2. Technical University of Munich

    Munich, Germany

    3 h-index

    16 publications

    796 citations

  3. North Carolina State University

    Raleigh, United States

    3 h-index

    4 publications

    105 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    11 publications

    344 citations

  5. Otto-von-Guericke-Universität Magdeburg

    Magdeburg, Germany

    2 h-index

    12 publications

    246 citations

  6. Triangle

    Malden, United States

    2 h-index

    6 publications

    219 citations

  7. Tianjin University

    Tianjin, China

    2 h-index

    7 publications

    100 citations

  8. Shandong Institute of Automation

    Jinan, China

    2 h-index

    8 publications

    405 citations

1–8 of 88

Venues

  1. 3

    h-index

  2. Sensors

    2 publications · 32 citations

    2

    h-index

  3. IEEE Sensors Journal

    2 publications · 67 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 39 citations

    2

    h-index

  5. 2

    h-index

1–5