scholarly journals PD58-01 UTILIZATION OF MACHINE LEARNING AND AUTOMATED PERFORMANCE METRICS TO EVALUATE ROBOT-ASSISTED RADICAL PROSTATECTOMY PERFORMANCE AND PREDICT PATIENT OUTCOMES

2018 ◽  
Vol 199 (4S) ◽  
Author(s):  
Andrew Hung ◽  
Jian Chen ◽  
Zhengping Che ◽  
Tanachat Nilanon ◽  
Anthony Jarc ◽  
...  
Keyword(s):  
Machine Learning ◽  
Radical Prostatectomy ◽  
Patient Outcomes ◽  
Performance Metrics ◽  
Robot Assisted

Utilizing Machine Learning and Automated Performance Metrics to Evaluate Robot-Assisted Radical Prostatectomy Performance and Predict Outcomes

2018 ◽  
Vol 32 (5) ◽  
pp. 438-444 ◽  
Author(s):  
Andrew J. Hung ◽  
Jian Chen ◽  
Zhengping Che ◽  
Tanachat Nilanon ◽  
Anthony Jarc ◽  
...  
Keyword(s):  
Machine Learning ◽  
Radical Prostatectomy ◽  
Performance Metrics ◽  
Robot Assisted

scholarly journals MP15-09 MACHINE LEARNING AND AUTOMATED PERFORMANCE METRICS TO PREDICT POSITIVE SURGICAL MARGINS AFTER ROBOT-ASSISTED RADICAL PROSTATECTOMY

2021 ◽  
Vol 206 (Supplement 3) ◽  
Author(s):  
Ryan S. Lee ◽  
Runzhuo Ma ◽  
Jessica H. Nguyen ◽  
Stephanie Pham ◽  
Jacqueline Maya-Silva ◽  
...  
Keyword(s):  
Machine Learning ◽  
Radical Prostatectomy ◽  
Performance Metrics ◽  
Surgical Margins ◽  
Robot Assisted ◽  
Positive Surgical Margins

Modular training in robot assisted radical prostatectomy shortens the learning curve without causing adverse patient outcomes

2016 ◽  
Vol 15 (7) ◽  
pp. 212
Author(s):  
A.N. Sridhar ◽  
M. Goldstraw ◽  
I. Ahmad ◽  
B.W. Lamb ◽  
G. Shaw ◽  
...  
Keyword(s):  
Radical Prostatectomy ◽  
Learning Curve ◽  
Patient Outcomes ◽  
Robot Assisted ◽  
Modular Training

Experts vs super-experts: differences in automated performance metrics and clinical outcomes for robot-assisted radical prostatectomy

2018 ◽  
Vol 123 (5) ◽  
pp. 861-868 ◽  
Author(s):  
Andrew J. Hung ◽  
Paul J. Oh ◽  
Jian Chen ◽  
Saum Ghodoussipour ◽  
Christianne Lane ◽  
...  
Keyword(s):  
Radical Prostatectomy ◽  
Clinical Outcomes ◽  
Performance Metrics ◽  
Robot Assisted
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