[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 …
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
The intraoperative activity of a surgeon has substantial impact on postoperative outcomes.
However, for most surgical procedures, the details of intraoperative surgical actions, which …
However, for most surgical procedures, the details of intraoperative surgical actions, which …
Artificial intelligence in surgery
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 …
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
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 …
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
Artificial intelligence (AI) systems can now reliably assess surgeon skills through videos of
intraoperative surgical activity. With such systems informing future high-stakes decisions …
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 …
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 …
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 …
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 …
potential applications in various plastic surgery procedures and plastic surgery education …
" Are we recording this?" Surgeons deserve next-generation analytics
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 …
from senior surgeons is the norm, and our mistakes are dissected publicly in a monthly …