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MIAR
2010
IEEE

Hidden Markov Model for Quantifying Clinician Expertise in Flexible Instrument Manipulation

13 years 10 months ago
Hidden Markov Model for Quantifying Clinician Expertise in Flexible Instrument Manipulation
Clinicians are trained to manipulate a colonoscope while minimizing the force exerted on the colon walls to reduce the danger of luminal perforation and discomfort to the patient. Here, we classify the expertise of the clinician performing colonoscopy using a Hidden Markov Model. Seven models are trained corresponding to the performance of the expert in the entire colon, ascending, transverse and descending colon and three gestures corresponding to roll and two angulations of the distal end of the scope. Experimental results in a colon model (CM-1, Olympus, Tokyo, Japan) are shown to compare the performance of the four groups of users - first year, second year and third year GI residents and expert physicians.
Jagadeesan Jayender, Raúl San José E
Added 29 Jan 2011
Updated 29 Jan 2011
Type Journal
Year 2010
Where MIAR
Authors Jagadeesan Jayender, Raúl San José Estépar, Keith Obstein, Vaibhav Patil, Christopher C. Thompson, Kirby G. Vosburgh
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