Tornike Davitashvili

Heidelberg University, University Hospital Heidelberg

Papers

5

Total Citations

179

H-Index

5

About

No biography available yet.

Research Focus

Artificial intelligence5 · 179 citations
Computer science5 · 179 citations
Context (archaeology)3 · 142 citations
Machine learning3 · 118 citations
Statistics2 · 102 citations
Workflow2 · 102 citations
Mathematics2 · 102 citations
Benchmark (surveying)2 · 102 citations
Database2 · 102 citations
Generalizability theory2 · 102 citations
Algorithm1 · 96 citations
Encoder1 · 40 citations

Key Achievements

5
H-Index
5
Papers
179
Total Citations
36
Avg Citations/Paper
🏆 Most Cited Paper
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
96 citations · 2023
📈 Most Prolific Year: 2023 (2 Papers)
🤝 Key Collaborators: 75
🏛 Institutions: Heidelberg University, University Hospital Heidelberg

Top Papers

  1. 1
    Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
    96 citations · 2023
  2. 2
    Deep learning for semantic segmentation of organs and tissues in laparoscopic surgery
    40 citations · 2020
  3. 3
    Cooperative Assistance in Robotic Surgery through Multi-Agent Reinforcement Learning
    21 citations · 2021
  4. 4
    Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study
    16 citations · 2023
  5. 5
    Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
    6 citations · 2021

Key Collaborators

MWMartin Wagner5 shared papersBPBeat P. Müller‐Stich5 shared papersFMFranziska Mathis-Ullrich4 shared papersMCManuela Capek3 shared papersSBSebastian Bodenstedt3 shared papersLMLars Mündermann3 shared papersAKAnna Kisilenko3 shared papersARAnnika Reinke3 shared papersSSStefanie Speidel3 shared papersQDQi Dou2 shared papersPHPheng‐Ann Heng2 shared papersFJFucang Jia2 shared papersDMDavid M Lubotsky2 shared papersHKHannes Kenngott2 shared papersCIChinedu Innocent Nwoye2 shared papersITIsabell Twick2 shared papersMJMeirui Jiang2 shared papersELEung-Joo Lee2 shared papersJLJon Lindström Bolmgren2 shared papersBMBenjamin Müller2 shared papers
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