Animashree Anandkumar

California Institute of Technology

Papers

11

Total Citations

338

H-Index

7

About

No biography available yet.

Research Focus

Artificial intelligence11 · 338 citations
Computer science10 · 317 citations
Medicine6 · 261 citations
Robot5 · 206 citations
Gesture3 · 195 citations
Medical physics3 · 158 citations
Identification (biology)2 · 141 citations
Surgery2 · 137 citations
Surgical robot1 · 135 citations
Decoding methods1 · 135 citations
Surgical procedures1 · 135 citations
Psychology2 · 100 citations

Key Achievements

7
H-Index
11
Papers
338
Total Citations
31
Avg Citations/Paper
🏆 Most Cited Paper
A vision transformer for decoding surgeon activity from surgical videos
135 citations · 2023
📈 Most Prolific Year: 2020 (4 Papers)
🤝 Key Collaborators: 41
🏛 Institutions: California Institute of Technology

Top Papers

  1. 1
    A vision transformer for decoding surgeon activity from surgical videos
    135 citations · 2023
  2. 2
    Surgical gestures as a method to quantify surgical performance and predict patient outcomes
    54 citations · 2022
  3. 3
    Human visual explanations mitigate bias in AI-based assessment of surgeon skills
    46 citations · 2023
  4. 4
    Fast Uncertainty Quantification for Deep Object Pose Estimation
    31 citations · 2021
  5. 5
    Learning a Contact-Adaptive Controller for Robust, Efficient Legged Locomotion
    25 citations · 2020
  6. 6
    Deep Learning to Automate Technical Skills Assessment in Robotic Surgery
    21 citations · 2021
  7. 7
    Learning a Contact-Adaptive Controller for Robust, Efficient Legged Locomotion
    13 citations · 2020
  8. 8
    Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery
    6 citations · 2020
  9. 9
    Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies
    3 citations · 2016
  10. 10
    Quantification of Robotic Surgeries with Vision-Based Deep Learning
    2 citations · 2022

Key Collaborators

AJAndrew J. Hung6 shared papersYZYuke Zhu4 shared papersDKDani Kiyasseh4 shared papersJHJessica H. Nguyen3 shared papersRMRunzhuo Ma3 shared papersCVChristian von Wagner3 shared papersTFTaseen F. Haque3 shared papersAGAnimesh Garg2 shared papersMOMaxwell Otiato2 shared papersBBByron Boots2 shared papersSBStan Birchfield2 shared papersFRFábio Ramos2 shared papersYZYifeng Zhu2 shared papersGSGuanya Shi2 shared papersDHDavid Hoeller2 shared papersBJBrian J. Miles2 shared papersXDXingye Da2 shared papersJTJonathan Tremblay2 shared papersYLYan Liu2 shared papersBNB. N. Babich2 shared papers
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