PERFORMANCE-GUIDED SURGERY

Computer hardware and embedded software for use in operating surgical robots and surgical robotic tools; computer hardware and embedded software for processing digital images of surgical environments; embedded augmented reality software for use in integrating electronic data with images of surgical environments; embedded computer software using artificial intelligence for recognizing surgical tools and anatomical features in images of a surgical environment and analyzing the surgical environment using image data; embedded graphical user interface software; Computer hardware for use with robotic surgical procedures; Computer hardware which facilitates the transmission of surgical instructions, controls, signals, and feedback provided to medical and surgical professionals between locations via local computer networks through medical images and data; Embedded software in the nature of surgical robot operating software which facilitates the transmission of surgical instructions, controls, signals, and feedback provided to medical and surgical professionals between locations via local computer networks through medical images and data; A remote collaboration system primarily comprised of a computer, a display, a camera used to capture images of surgical personnel, a remote interface for computers and software for remote computer interface operating software embedded therein; Computer hardware and downloadable computer software using artificial intelligence for deep learning, predictive models, predictive systems, natural language understanding, natural language processing, NLP, pattern analysis, pattern recognition, supervised learning, unsupervised learning, visual data representation, recommendation systems, reinforcement learning, robotics, robotic process automation, augmented intelligence, artificial neural networks, artificial narrow intelligence, artificial general intelligence, statistical models, statistical learning, computational intelligence, symbolic computing, symbolic systems, inference, data science, data models, data analysis, data pipelines, data automation, mathematical optimization, dimensionality reduction, probability analysis, probabilistic methods, classification, computer vision, image recognition, content extraction, text extraction, question answering, text generation, text analysis, text classification, generative content, convoluted neural networks, generative adversarial networks, GANs, expert systems, autonomous systems, linear regression, logistic regression, density estimation, cluster analysis, time series analysis, decision trees, churn prediction, random forests, monte-carlo simulations, bayesian models, principal component analysis, ensembles, neural networks, support vector machines, nearest neighbors, feature selection, variable reduction, spatial modeling, attribution modeling, collaborative filtering, and segmentation model