Multi-perspective workflow modeling for online surgical situation models

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.6K citations

Engineering, Machine Learning, Hidden States +19

Burnout among American surgeons

Darrell A. Campbell, Seema S. Sonnad, Frederic E. Eckhäuser et al. · Surgery · 2001 · 427 citations

Burnout, Outcomes Research, American Surgeons +3

Segmentation of heart sound recordings by a duration-dependent hidden Markov model

Samuel Emil Schmidt, Claus Holst‐Hansen, Claus Graff et al. · Physiological Measurement · 2010 · 292 citations

Statistical modeling and recognition of surgical workflow

Nicolas Padoy, Tobias Blum, Seyed‐Ahmad Ahmadi et al. · Medical Image Analysis · 2010 · 274 citations

Engineering, Machine Learning, Data Science +10

Generalized Approach for Modeling Minimally Invasive Surgery as a Stochastic Process Using a Discrete Markov Model

Jacob Rosén, Jeffrey D. Brown, Lily Chang et al. · IEEE Transactions on Biomedical Engineering · 2006 · 219 citations

Engineering, Minimally Invasive Procedure, Mis Setup +19