Sanjeev Khudanpur

Johns Hopkins University

Papers

7

Total Citations

675

H-Index

7

About

No biography available yet.

Research Focus

Artificial intelligence7 · 675 citations
Computer science7 · 675 citations
Machine learning6 · 631 citations
Gesture5 · 550 citations
Pattern recognition (psychology)4 · 484 citations
Hidden Markov model3 · 466 citations
Segmentation2 · 395 citations
Mathematics2 · 332 citations
Data mining2 · 306 citations
Field (mathematics)1 · 288 citations
Benchmarking1 · 288 citations
Conditional random field1 · 288 citations

Key Achievements

7
H-Index
7
Papers
675
Total Citations
96
Avg Citations/Paper
🏆 Most Cited Paper
A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery
288 citations · 2017
📈 Most Prolific Year: 2016 (2 Papers)
🤝 Key Collaborators: 18
🏛 Institutions: Johns Hopkins University

Top Papers

  1. 1
    A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery
    288 citations · 2017
  2. 2
    Sparse Hidden Markov Models for Surgical Gesture Classification and Skill Evaluation
    156 citations · 2012
  3. 3
    Data-Derived Models for Segmentation with Application to Surgical Assessment and Training
    107 citations · 2009
  4. 4
    String Motif-Based Description of Tool Motion for Detecting Skill and Gestures in Robotic Surgery
    44 citations · 2013
  5. 5
    Task-Level vs. Segment-Level Quantitative Metrics for Surgical Skill Assessment
    40 citations · 2016
  6. 6
    Learning and inference algorithms for dynamical system models of dextrous motion
    22 citations · 2011
  7. 7
    Unsupervised surgical data alignment with application to automatic activity annotation
    18 citations · 2016

Key Collaborators

GDGregory D. Hager6 shared papersYGYixin Gao3 shared papersRVRenè Vidal3 shared papersNANarges Ahmidi3 shared papersSSS. Swaroop Vedula3 shared papersLTLingling Tao2 shared papersBBBenjamı́n Béjar2 shared papersBVBalakrishnan Varadarajan2 shared papersEEEhsan Elhamifar1 shared papersGIGyusung I. Lee1 shared papersCCChi Chiung Grace Chen1 shared papersCLColin Lea1 shared papersMRMija R. Lee1 shared papersCECarol E. Reiley1 shared papersSSShahin Sefati1 shared papersHLHenry Lin1 shared papersLZLuca Zappella1 shared papersAMAnand Malpani1 shared papers
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