Mallory C. Shields

Association between objective performance indicators and patient outcomes in robotic surgery: a systematic review

Shaheer Ahmed, Usama Waqar, Hashim Salar, Musa Salar et autres

pk, us (code pays fourni par la source)

Contributors

Francisco Javier Alvarez-Leefmans, Chinwendu Amazu, Clive Marc Baumgarten, Paolo Bernardi et autres

Synaptic transmission

Matthew R. Bowers, Mallory C. Shields, Noreen E. Reist

us (code pays fourni par la source)

Ratio of Economy of Motion to Assess Gender Differences in Trainee Autonomy During Robotic Surgery—A Feasibility Study

Mishal Gillani, Usama Waqar, Manali Rupji, Virginia Oliva Shaffer et autres

us, ch (code pays fourni par la source)

Decoding surgical proficiency and complexity: a machine learning framework for robotic herniorrhaphy

Thomas H. Shin, Abeselom Fanta, Fahri Gökçal, Mallory C. Shields et autres

OBJECTIVE: To evaluate the predictive value of objective performance indicators (OPIs) for case complexity assessment and explore their role in quantifying skill acquisition during robotic ventral herniorrhaphy. Despite advances in herniorrhaphy techniques, unclear metrics of case complexity have significant implications for operative …

us, tr (code pays fourni par la source)

Using Ratio of Economy of Motion to Assess Entrustment of Trainees During Robotic Colorectal Surgery

Usama Waqar, Mishal Gillani, Manali Rupji, Courtney L. Devin et autres

us, ch (code pays fourni par la source)

Early learning curve changes in objective performance indicators during robotic cholecystectomy

Derrick Shao Heng Liu, Mallory C. Shields, Catherine Stricklin, Casey Troxler et autres

Learning curves for experienced laparoscopic surgeons transitioning to the robotic platform are still unknown. With the new availability of objective performance indicators (OPIs), which provide information on surgical behavior, we identified when a surgeon becomes proficient in transitioning from laparoscopic to robotic …

us (code pays fourni par la source)

A Standardized Temporal Segmentation Framework and Annotation Resource Library in Robotic Surgery

Busisiwe Mlambo, Mallory C. Shields, Simon Parkinson Bach, Armin Bauer et autres

Objective: To develop and share the first clinical temporal annotation guide library for 10 robotic procedures accompanied with a standardized ontology framework for surgical video annotation. Patients and Methods: A standardized temporal annotation framework of surgical videos paired with consistent, procedure-specific annotation …

ch, us, gb, ca, de (code pays fourni par la source)

Objective Performance Indicators Differ Between Expert Versus Novice Surgeons During Robotic Proctectomy

Mishal Gillani, Usama Waqar, Manali Rupji, Lilia A. Purvis et autres

us, ch (code pays fourni par la source)

Objective performance indicators provide a novel, quantitative method to evaluate surgeon proficiency in robotic lobectomy training

James Nawalaniec, Mallory C. Shields, Hugh Auchincloss, Chi‐Fu Jeffrey Yang et autres

Current evaluation of robotic surgeon proficiency relies on subjective assessment. The robotic platform collects highly granular kinematic data on surgeon activity, known as objective performance indicators (OPIs). We sought to compare surgeon proficiency during lobectomies across training levels using OPIs. Under institutional …

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Utilizing objective performance indicators to assess resident autonomy during robotic cholecystectomy

Daniel Brock Hewitt, Hardik J. Patel, Shih-Hao Lee, Mallory C. Shields et autres

us (code pays fourni par la source)

Investigating surgeon performance metrics as key predictors of robotic herniorrhaphy outcomes using iterative machine learning models: retrospective study

Thomas H. Shin, Abeselom Fanta, Mallory C. Shields, Georges Kaoukabani et autres

BACKGROUND: Robotic data streams allow for capture of objective performance indicators, providing the ability to quantify and analyse operator technique and movement in optimizing postoperative outcomes. This study provided proof-of-concept demonstration of how intraoperative surgeon-factors could influence post-robotic herniorrhaphy complications via machine …

us, tr (code pays fourni par la source)