Nicolas Padoy

Centre National de la Recherche Scientifique, Johns Hopkins University, Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'Imagerie, Hôpital Civil, Strasbourg, Université de Strasbourg, Institut de Chirurgie Guidée par l'Image

Papers

23

Total Citations

889

H-Index

14

About

No biography available yet.

Research Focus

Computer science22 · 884 citations
Artificial intelligence21 · 799 citations
Machine learning11 · 571 citations
Medicine9 · 389 citations
Medical physics5 · 309 citations
Computer vision11 · 272 citations
Context (archaeology)7 · 226 citations
Robot7 · 215 citations
General surgery3 · 211 citations
Optometry1 · 189 citations
Value (mathematics)1 · 189 citations
Workflow4 · 185 citations

Key Achievements

14
H-Index
23
Papers
889
Total Citations
39
Avg Citations/Paper
🏆 Most Cited Paper
Computer vision in surgery: from potential to clinical value
189 citations · 2022
📈 Most Prolific Year: 2023 (5 Papers)
🤝 Key Collaborators: 180
🏛 Institutions: Centre National de la Recherche Scientifique, Johns Hopkins University, Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'Imagerie, Hôpital Civil, Strasbourg, Université de Strasbourg, Institut de Chirurgie Guidée par l'Image

Top Papers

  1. 1
    Computer vision in surgery: from potential to clinical value
    189 citations · 2022
  2. 2
    Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
    96 citations · 2023
  3. 3
    Human-Machine Collaborative surgery using learned models
    95 citations · 2011
  4. 4
    Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures
    85 citations · 2021
  5. 5
    Technical skill assessment in minimally invasive surgery using artificial intelligence: a systematic review
    62 citations · 2023
  6. 6
    OR black box and surgical control tower: Recording and streaming data and analytics to improve surgical care
    52 citations · 2021
  7. 7
    Seeing is believing: increasing intraoperative awareness to scattered radiation in interventional procedures by combining augmented reality, Monte Carlo simulations and wireless dosimeters
    46 citations · 2015
  8. 8
    Self-Supervised Surgical Tool Segmentation using Kinematic Information
    44 citations · 2019
  9. 9
    FUN-SIS: A Fully UNsupervised approach for Surgical Instrument Segmentation
    40 citations · 2023
  10. 10
    Articulated clinician detection using 3D pictorial structures on RGB-D data
    31 citations · 2016

Key Collaborators

PMPietro Mascagni7 shared papersGDGregory D. Hager5 shared papersLSLuca Sestini4 shared papersBRBenoît Rosa4 shared papersCIChinedu Innocent Nwoye3 shared papersSBSebastian Bodenstedt3 shared papersJLJoël L. Lavanchy3 shared papersSSStefanie Speidel3 shared papersAVArmine Vardazaryan3 shared papersLMLars Mündermann2 shared papersHKHannes Kenngott2 shared papersBPBeat P. Müller‐Stich2 shared papersCDConstantin Disch2 shared papersKKKadir Kirtac2 shared papersFJFucang Jia2 shared papersTYTong Yu2 shared papersMWMartin Wagner2 shared papersHRHongliang Ren2 shared papersDMDavid M Lubotsky2 shared papersPHPatrick Heger2 shared papers
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