Somayeh B Shafiei

13PUBLICATIONS
6CO-AUTHORS
Medical roboticsReinforcement learningSensory processes, perception and performanceSemi- and unsupervised learningWork integrated learning (incl. internships)
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Publications (13)

|Mar 10, 2026
Multimodal deep learning for objective skill assessment in robot-assisted vesico-urethral anastomosis.

Somayeh B Shafiei, Saeed Shadpour, Anthony Dakwar

|Jun 28, 2025
Surface electromyography markers of motor learning during laparoscopic skill acquisition: associations with performance and movement efficiency.

Somayeh B Shafiei, Saeed Shadpour, Mehdi Seilanian Toussi

|Sep 26, 2024
An Integrated Electroencephalography and Eye-Tracking Analysis Using eXtreme Gradient Boosting for Mental Workload Evaluation in Surgery.

Somayeh B Shafiei, Saeed Shadpour, James L Mohler

|Jul 22, 2024
Classification of subtask types and skill levels in robot-assisted surgery using EEG, eye-tracking, and machine learning.

Somayeh B Shafiei, Saeed Shadpour, James L Mohler

|Jun 25, 2024
Prediction of Robotic Anastomosis Competency Evaluation (RACE) metrics during vesico-urethral anastomosis using electroencephalography, eye-tracking, and machine learning.

Somayeh B Shafiei, Saeed Shadpour, James L Mohler

|Jan 19, 2024
Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking.

Somayeh B Shafiei, Saeed Shadpour, Farzan Sasangohar

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Frequent Collaborators

7 joint publications

Saeed Shadpour

2 joint publications

Serkan Toy

1 joint publications

Ahmed A Hussein

1 joint publications

Umar Iqbal