Somayeh B Shafiei

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Radical Prostatectomy

Machine Learning

Prostate Cancer

Top Venues

Surgical endoscopy

NPJ science of learning

Scientific reports

This page only lists publications with an associated author ORCID identifier.

Publications

Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Parisa Rashidi, Mehdi Seilanian Toussi, Qian Liu, Ambreen Shafqat, Camille Gutierrez
Prediction of Robotic Anastomosis Competency Evaluation (RACE) metrics during vesico-urethral anastomosis using electroencephalography, eye-tracking, and machine learning. Scientific reports 14 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Eric C Kauffman, Matthew Holden, Camille Gutierrez
Classification of subtask types and skill levels in robot-assisted surgery using EEG, eye-tracking, and machine learning. Surgical endoscopy 38 (9) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Eric C Kauffman, Matthew Holden, Camille Gutierrez
Classification of subtask types and skill levels in robot-assisted surgery using EEG, eye-tracking, and machine learning. Surgical endoscopy (2024)
Somayeh B Shafiei, Saeed Shadpour, Farzan Sasangohar, James L Mohler, Kristopher Attwood, Zhe Jing
Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking. NPJ science of learning 9 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, Farzan Sasangohar, James L Mohler, Kristopher Attwood, Zhe Jing
Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking. NPJ science of learning 9 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Parisa Rashidi, Mehdi Seilanian Toussi, Qian Liu, Ambreen Shafqat, Camille Gutierrez
Prediction of Robotic Anastomosis Competency Evaluation (RACE) metrics during vesico-urethral anastomosis using electroencephalography, eye-tracking, and machine learning. Scientific reports 14 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Parisa Rashidi, Mehdi Seilanian Toussi, Qian Liu, Ambreen Shafqat, Camille Gutierrez
Prediction of Robotic Anastomosis Competency Evaluation (RACE) metrics during vesico-urethral anastomosis using electroencephalography, eye-tracking, and machine learning. Scientific reports 14 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Eric C Kauffman, Matthew Holden, Camille Gutierrez
Classification of subtask types and skill levels in robot-assisted surgery using EEG, eye-tracking, and machine learning. Surgical endoscopy 38 (9) (2024)
Somayeh B Shafiei, Saeed Shadpour, Farzan Sasangohar, James L Mohler, Kristopher Attwood, Zhe Jing
Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking. NPJ science of learning 9 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Eric C Kauffman, Matthew Holden, Camille Gutierrez
Classification of subtask types and skill levels in robot-assisted surgery using EEG, eye-tracking, and machine learning. Surgical endoscopy 38 (9) (2024)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Eric C Kauffman, Matthew Holden, Camille Gutierrez
Classification of subtask types and skill levels in robot-assisted surgery using EEG, eye-tracking, and machine learning. Surgical endoscopy (2024)
Somayeh B Shafiei, Saeed Shadpour, Farzan Sasangohar, James L Mohler, Kristopher Attwood, Zhe Jing
Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking. NPJ science of learning 9 (1) (2024)
Somayeh B Shafiei, Saeed Shadpour, Xavier Intes, Rahul Rahul, Mehdi Seilanian Toussi, Ambreen Shafqat
Performance and learning rate prediction models development in FLS and RAS surgical tasks using electroencephalogram and eye gaze data and machine learning. Surgical endoscopy (2023)
Serkan Toy, Somayeh B Shafiei, Sahin Ozsoy, James Abernathy, Eda Bozdemir, Kristofer K Rau, Deborah A Schwengel
Neurocognitive Correlates of Clinical Decision Making: A Pilot Study Using Electroencephalography. Brain sciences 13 (12) (2023)
Saeed Shadpour, Ambreen Shafqat, Serkan Toy, Zhe Jing, Kristopher Attwood, Zahra Moussavi, Somayeh B Shafiei
Developing cognitive workload and performance evaluation models using functional brain network analysis. npj aging 9 (1) (2023)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Kristopher Attwood, Qian Liu, Camille Gutierrez, Mehdi Seilanian Toussi
Developing surgical skill level classification model using visual metrics and a gradient boosting algorithm. Annals of surgery open : perspectives of surgical history, education, and clinical approaches 4 (2) (2023)
Serkan Toy, Somayeh B Shafiei, Sahin Ozsoy, James Abernathy, Eda Bozdemir, Kristofer K Rau, Deborah A Schwengel
Neurocognitive Correlates of Clinical Decision Making: A Pilot Study Using Electroencephalography. Brain sciences 13 (12) (2023)
Somayeh B Shafiei, Saeed Shadpour, James L Mohler, Farzan Sasangohar, Camille Gutierrez, Mehdi Seilanian Toussi, Ambreen Shafqat
Surgical skill level classification model development using EEG and eye-gaze data and machine learning algorithms. Journal of robotic surgery (2023)
Somayeh B Shafiei, Zhe Jing, Kristopher Attwood, Umar Iqbal, Sena Arman, Ahmed A Hussein, Mohammad Durrani, Khurshid Guru
Association between Functional Brain Network Metrics and Surgeon Performance and Distraction in the Operating Room. Brain sciences 11 (4) (2021)
Somayeh B Shafiei, Zaeem Lone, Ahmed S Elsayed, Khurshid A Guru, Khurshid A Guru
Identifying mental health status using deep neural network trained by visual metrics. Translational psychiatry 10 (1) (2020)