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Exploratory Visualization of Surgical Training Databases for Improving Skill Acquisition
Nov.-Dec. 2012 (vol. 32 no. 6)
pp. 71-81
| ASCII Text | x | ||
| D. Schroeder, T. Kowalewski, L. White, J. Carlis, E. Santos, R. Sweet, T. S. Lendvay, T. Reihsen, D.F. Keefe, "Exploratory Visualization of Surgical Training Databases for Improving Skill Acquisition," IEEE Computer Graphics and Applications, vol. 32, no. 6, pp. 71-81, Nov.-Dec., 2012. | |||
| BibTex | x | ||
| @article{ 10.1109/MCG.2012.67, author = {D. Schroeder and T. Kowalewski and L. White and J. Carlis and E. Santos and R. Sweet and T. S. Lendvay and T. Reihsen and D.F. Keefe}, title = {Exploratory Visualization of Surgical Training Databases for Improving Skill Acquisition}, journal ={IEEE Computer Graphics and Applications}, volume = {32}, number = {6}, issn = {0272-1716}, year = {2012}, pages = {71-81}, doi = {http://doi.ieeecomputersociety.org/10.1109/MCG.2012.67}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - MGZN JO - IEEE Computer Graphics and Applications TI - Exploratory Visualization of Surgical Training Databases for Improving Skill Acquisition IS - 6 SN - 0272-1716 SP71 EP81 EPD - 71-81 A1 - D. Schroeder, A1 - T. Kowalewski, A1 - L. White, A1 - J. Carlis, A1 - E. Santos, A1 - R. Sweet, A1 - T. S. Lendvay, A1 - T. Reihsen, A1 - D.F. Keefe, PY - 2012 KW - visual databases KW - biomedical education KW - computer animation KW - computer based training KW - data models KW - data visualisation KW - information filtering KW - medical computing KW - surgery KW - time series KW - data-driven surgical training KW - surgical training database visualization KW - surgical skill acquisition KW - multidimensional surgical performance databases KW - information collection KW - surgical robot KW - simulator technologies KW - synchronised video data visualisation KW - position data visualisation KW - rotation data visualisation KW - force data visualisation KW - bimanual laparoscopic surgery tasks KW - multiple-coordinated-views framework KW - multivariate time series data filtering KW - animated force plot visualisation KW - contextual videos KW - multivariate bimanual tool trace data KW - 3D visualization KW - link visualization KW - database management system KW - generalizable data model KW - interdisciplinary iterative design process KW - Data visualization KW - Surgery KW - Videos KW - Three dimensional displays KW - Training KW - Context awareness KW - surgical performance KW - Data visualization KW - Surgery KW - Videos KW - Three dimensional displays KW - Training KW - Context awareness KW - computer graphics KW - visualization KW - laparoscopic surgery VL - 32 JA - IEEE Computer Graphics and Applications ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MCG.2012.67
A new visualization system analyzes multidimensional surgical performance databases of information collected via emerging surgical robot and simulator technologies. In particular, it has visualized force, position, rotation, and synchronized video data from 300 bimanual laparoscopic surgery tasks performed by more than 50 surgeons. To explore data, the system uses a multiple-coordinated-views framework. It provides techniques to select and filter multivariate time series data, visualize animated force plots in conjunction with contextual videos, encode multivariate bimanual tool trace data in 3D visualizations, and link visualizations to a database management system via a new generalizable data model. Insights and feedback from an interdisciplinary iterative design process and use case studies support the utility of visualization in this emerging area of data-driven surgical training.
Index Terms:
visual databases,biomedical education,computer animation,computer based training,data models,data visualisation,information filtering,medical computing,surgery,time series,data-driven surgical training,surgical training database visualization,surgical skill acquisition,multidimensional surgical performance databases,information collection,surgical robot,simulator technologies,synchronised video data visualisation,position data visualisation,rotation data visualisation,force data visualisation,bimanual laparoscopic surgery tasks,multiple-coordinated-views framework,multivariate time series data filtering,animated force plot visualisation,contextual videos,multivariate bimanual tool trace data,3D visualization,link visualization,database management system,generalizable data model,interdisciplinary iterative design process,Data visualization,Surgery,Videos,Three dimensional displays,Training,Context awareness,surgical performance,Data visualization,Surgery,Videos,Three dimensional displays,Training,Context awareness,computer graphics,visualization,laparoscopic surgery
Citation:
D. Schroeder, T. Kowalewski, L. White, J. Carlis, E. Santos, R. Sweet, T. S. Lendvay, T. Reihsen, D.F. Keefe, "Exploratory Visualization of Surgical Training Databases for Improving Skill Acquisition," IEEE Computer Graphics and Applications, vol. 32, no. 6, pp. 71-81, Nov.-Dec. 2012, doi:10.1109/MCG.2012.67
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