Shafiei SB - Search Results

1

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

Shafiei SB, Shadpour S, Mohler JL, Kauffman EC, Holden M, Gutierrez C. Shafiei SB, et al. Surg Endosc. 2024 Sep;38(9):5137-5147. doi: 10.1007/s00464-024-11049-6. Epub 2024 Jul 22. Surg Endosc. 2024. PMID: 39039296 Free PMC article.

2

Performance and learning rate prediction models development in FLS and RAS surgical tasks using electroencephalogram and eye gaze data and machine learning.

Shafiei SB, Shadpour S, Intes X, Rahul R, Toussi MS, Shafqat A. Shafiei SB, et al. Surg Endosc. 2023 Nov;37(11):8447-8463. doi: 10.1007/s00464-023-10409-y. Epub 2023 Sep 20. Surg Endosc. 2023. PMID: 37730852 Free PMC article.

3

Surgical skill level classification model development using EEG and eye-gaze data and machine learning algorithms.

Shafiei SB, Shadpour S, Mohler JL, Sasangohar F, Gutierrez C, Seilanian Toussi M, Shafqat A. Shafiei SB, et al. J Robot Surg. 2023 Dec;17(6):2963-2971. doi: 10.1007/s11701-023-01722-8. Epub 2023 Oct 21. J Robot Surg. 2023. PMID: 37864129 Free PMC article.

4

Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking.

Shafiei SB, Shadpour S, Sasangohar F, Mohler JL, Attwood K, Jing Z. Shafiei SB, et al. NPJ Sci Learn. 2024 Jan 20;9(1):3. doi: 10.1038/s41539-024-00216-y. NPJ Sci Learn. 2024. PMID: 38242909 Free PMC article.

5

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

Shafiei SB, Shadpour S, Mohler JL, Rashidi P, Toussi MS, Liu Q, Shafqat A, Gutierrez C. Shafiei SB, et al. Sci Rep. 2024 Jun 25;14(1):14611. doi: 10.1038/s41598-024-65648-3. Sci Rep. 2024. PMID: 38918593 Free PMC article.

6

Developing surgical skill level classification model using visual metrics and a gradient boosting algorithm.

Shafiei SB, Shadpour S, Mohler JL, Attwood K, Liu Q, Gutierrez C, Toussi MS. Shafiei SB, et al. Ann Surg Open. 2023 Jun;4(2):e292. doi: 10.1097/as9.0000000000000292. Epub 2023 May 24. Ann Surg Open. 2023. PMID: 37305561 Free PMC article.

7

Mental workload evaluation using weighted phase lag index and coherence features extracted from EEG data.

Shafiei SB, Shadpour S, Shafqat A. Shafiei SB, et al. Brain Res Bull. 2024 Aug;214:110992. doi: 10.1016/j.brainresbull.2024.110992. Epub 2024 May 31. Brain Res Bull. 2024. PMID: 38825253 Free article.

8

Developing cognitive workload and performance evaluation models using functional brain network analysis.

Shadpour S, Shafqat A, Toy S, Jing Z, Attwood K, Moussavi Z, Shafiei SB. Shadpour S, et al. Among authors: shafiei sb. NPJ Aging. 2023 Oct 6;9(1):22. doi: 10.1038/s41514-023-00119-z. NPJ Aging. 2023. PMID: 37803137 Free PMC article.

9

Utilizing deep neural networks and electroencephalogram for objective evaluation of surgeon's distraction during robot-assisted surgery.

Shafiei SB, Iqbal U, Hussein AA, Guru KA. Shafiei SB, et al. Brain Res. 2021 Oct 15;1769:147607. doi: 10.1016/j.brainres.2021.147607. Epub 2021 Aug 2. Brain Res. 2021. PMID: 34352240

10

Understanding Cognitive Performance During Robot-Assisted Surgery.

Guru KA, Shafiei SB, Khan A, Hussein AA, Sharif M, Esfahani ET. Guru KA, et al. Among authors: shafiei sb. Urology. 2015 Oct;86(4):751-7. doi: 10.1016/j.urology.2015.07.028. Epub 2015 Aug 5. Urology. 2015. PMID: 26255037

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