Wall, J, Krummel, T. (2020). The Digital surgeon: How big data,
automation, and artificial intelligence will change surgical practice. Journal
of Pediatric Surgery, 55. Retrieved from https://doi.org/10.1016/j.jpedsurg.2019.09.008
This article focuses on the potential impact of artificial
intelligence [AI] to surgery in the future in three main areas: enhancement of training
modalities, cognitive enhancement of the surgeon, and procedural automation. The
development of AI surgical operations is more complex than diagnostic
specialities as they require “preoperative planning”, instantaneous decision
making to perform the operation that is based on highly complicated inputs in
comparison to radiological and pathological interpretation. However, according
to the article, the nature of surgical operations in relation to the development
of autonomous cars are similar. Therefore, it is arguable that the application of
AI to surgical procedures is eminently achievable. In the aspect of enhancement
in the current training modalities, machine learning [ML] has been applied to vast
and abundant data sets “from training to stratify surgical skill and recommends
personalized training strategies to improve individual deficiencies.”. The
article also highlights that cognitive enhancement will allow for the access to
a collective medical data and experiences of experts from any part of world for
any unpredicted findings during an operation. This will enhance the decision-making
ability of the surgeon during complex surgical procedures. Early attempts have
been conducted to integrate AI with surgical robots like the Mako and the Aqublation
system to reduce tissue damage and the treatment of benign prostatic hypertrophy
respectively. Although these surgical systems have yet to be integrated with AI
on full fledge, attempts on autonomous performance such as suturing have been
made as a catalyst for autonomous surgery.
This article also provides useful ideologies that can be
implemented in our system, Medi-Claw, a modification of the da Vinci Surgical
System. With the implementation of AI, the surgical system will have a library with
full spectrum of resources from ML, to the ability to get instantaneous support
from other surgeons around the world. This will enable Medi-Claw to perform minimally
invasive surgeries autonomously with high precision and accuracy which relates
to the purpose of Medi-Claw.
No comments:
Post a Comment