[HTML][HTML] Bias in AI-based models for medical applications: challenges and mitigation strategies

M Mittermaier, MM Raza, JC Kvedar - NPJ Digital Medicine, 2023 - nature.com
Artificial intelligence systems are increasingly being applied to healthcare. In surgery, AI
applications hold promise as tools to predict surgical outcomes, assess technical skills, or …

[HTML][HTML] A vision transformer for decoding surgeon activity from surgical videos

D Kiyasseh, R Ma, TF Haque, BJ Miles… - Nature biomedical …, 2023 - nature.com
The intraoperative activity of a surgeon has substantial impact on postoperative outcomes.
However, for most surgical procedures, the details of intraoperative surgical actions, which …

Artificial intelligence in surgery

C Varghese, EM Harrison, G O'Grady, EJ Topol - Nature Medicine, 2024 - nature.com
Artificial intelligence (AI) is rapidly emerging in healthcare, yet applications in surgery
remain relatively nascent. Here we review the integration of AI in the field of surgery …

A scoping review of artificial intelligence in medical education: BEME Guide No. 84

M Gordon, M Daniel, A Ajiboye, H Uraiby, NY Xu… - Medical …, 2024 - Taylor & Francis
Abstract Background Artificial Intelligence (AI) is rapidly transforming healthcare, and there
is a critical need for a nuanced understanding of how AI is reshaping teaching, learning, and …

[HTML][HTML] Human visual explanations mitigate bias in AI-based assessment of surgeon skills

D Kiyasseh, J Laca, TF Haque, M Otiato, BJ Miles… - NPJ Digital …, 2023 - nature.com
Artificial intelligence (AI) systems can now reliably assess surgeon skills through videos of
intraoperative surgical activity. With such systems informing future high-stakes decisions …

[HTML][HTML] Collaborative strategies for deploying AI-based physician decision support systems: challenges and deployment approaches

M Mittermaier, M Raza, JC Kvedar - npj Digital Medicine, 2023 - nature.com
AI-based prediction models demonstrate equal or surpassing performance compared to
experienced physicians in various research settings. However, only a few have made it into …

Artificial intelligence in facial plastic surgery: a review of current applications, future applications, and ethical considerations

E Choi, KW Leonard, JS Jassal, AM Levin… - Facial Plastic …, 2023 - thieme-connect.com
From virtual chat assistants to self-driving cars, artificial intelligence (AI) is often heralded as
the technology that has and will continue to transform this generation. Among widely …

[HTML][HTML] Evaluation of objective tools and artificial intelligence in robotic surgery technical skills assessment: a systematic review

MWE Boal, D Anastasiou, F Tesfai… - British Journal of …, 2024 - academic.oup.com
Background There is a need to standardize training in robotic surgery, including objective
assessment for accreditation. This systematic review aimed to identify objective tools for …

[HTML][HTML] Artificial intelligence in plastic surgery: insights from plastic surgeons, education integration, ChatGPT's survey predictions, and the path forward

Y Farid, LFB Gutierrez, S Ortiz, S Gallego… - … Surgery–Global Open, 2024 - journals.lww.com
Background: Artificial intelligence (AI) is emerging as a transformative technology with
potential applications in various plastic surgery procedures and plastic surgery education …

" Are we recording this?" Surgeons deserve next-generation analytics

DJ Pangal, DA Donoho - Journal of Neurosurgery, 2023 - thejns.org
SURGEONS spend years honing their skills in arduous training programs: harsh feedback
from senior surgeons is the norm, and our mistakes are dissected publicly in a monthly …