Surgical system with AR/VR training simulator and intra-operative physician image-guided assistance
Technologies for providing assistance to a surgeon during a surgical procedure are disclosed. An example method includes identifying a medical condition of a patient and recommending surgical procedures for treatment. An optimal surgical procedure is then determined based on correlations between the medical condition of the patient and outcomes of previous surgical procedures for other patients previously suffering from the medical condition. A 3D model of the patient may be created using current images of an affected area of the patient. Successively, a surgeon is trained using a Virtual Reality simulation. During the training, the surgeon may be allowed to provide annotations. Further, the recommended surgical procedures are based on medical data of the patient, including medical images. Surgical paths are retrieved for addressing the surgical need of the patient, and the surgical paths may be overlaid on image segments, for display for the surgeon. A surgical path is selected from the surgical paths, a surgical step belonging to the surgical path is selected, and an image segment selected from the image segments, based on the surgeon's inputs is used to create the surgical plan.
1. A computer-implemented method for presenting digital simulation annotations to a surgeon for an image-guided surgical procedure, the method comprising:
identifying at least one surgical procedure to be performed on an organ of a patient having an identified condition, wherein the at least one surgical procedure is identified based on at least one prior procedure performed on one or more other patients with the identified condition:
retrieving comparative data of the one or more other patients;
determining a set of comparative patients from the one or more patients based on one or more similarities between the retrieved comparative data and data of the patient;
determining attributes for the set of comparative patients;
determining one or more correlation coefficients for at least one adverse event that may occur during the at least one surgical procedure;
determining a plurality of surgical paths to the organ to address the identified condition;
for each of the plurality of surgical paths, determining an adverse event score based on a relationship between the correlation coefficients and the attributes;
selecting a surgical path for treating the identified condition to perform on the organ of the patient by a surgeon based on a ranking of the adverse event scores;
producing a digital simulation of the selected surgical path to the organ for the patient for displaying data associated with at least one adverse event, wherein the digital simulation includes at least one of a virtual reality (VR) simulation or an augmented reality (AR) simulation;
annotating the digital simulation with timestamped inputted annotations for avoiding the at least one adverse event; and
displaying, via an electronic display viewable by the surgeon, images for an image-guided surgical procedure based on the selected surgical path and the timestamped inputted annotations to assist the surgeon for avoiding the at least one adverse event during the image-guided surgical procedure.
2. The method of claim 1 , further comprising performing the digital simulation using a surgical practice equipment configured to allow for a virtual simulation of a surgical procedure, wherein the surgical practice equipment includes:
a simulation display configured to display the organ be operated upon, and
a virtual force apparatus including
a physical manipulation device configured to be manipulated by a user to perform one or more virtually surgical steps on the displayed organ, and
a tracking device configured to track motion of the physical manipulation device.
3. The method of claim 1 , wherein determining the set of comparative patients includes:
generating a three-dimensional (3D) model of a region of the patient;
generating comparative three dimensional (3D) models based on the retrieved comparative data of the one or more other patients; and
identifying the one or more similarities between the 3D model and the comparative 3D models.
4. The method of claim 1 , wherein determining the set of comparative patients includes:
comparing virtual dimensional (3D) model of region of the patient and comparative virtual dimensional (3D) models of the one or more other patients; and
selecting the comparative other patients based on the comparison.
5. The method of claim 1 , wherein the timestamped inputted annotations include at least one of audio annotations, video annotations, or text annotations.
6. The method of claim 1 , wherein the digital simulation is performed using equipment configured to simulating at least one of moving one or more instruments, cutting, suturing, a coagulating step, or an organ-specific surgical step.
7. The method of claim 1 , further comprising:
receiving annotations via digital simulation equipment configured to display the digital simulation; and
applying time stamps to user-inputted annotations correlating the annotations to the digital simulations, thereby producing the timestamped inputted annotations.
8. The method of claim 1 , wherein the digital simulation includes virtually simulating one or more surgical steps performed on a virtual model of the organ.
9. The method of claim 1 , further comprising:
receiving surgeon input; and
modifying the timestamped inputted annotations based on the received surgeon input, wherein the displayed timestamped inputted annotations include the modified time-stamped annotations.
10. The method of claim 1 , wherein the at least one adverse event includes at least one of a blood loss or a drop in blood pressure.
11. A computer-implemented method for presenting digital simulation annotations to a surgeon for an image-guided surgical procedure, the method comprising:
retrieving comparative data of one or more reference patients based on an identified condition of a patient;
determining a set of comparative reference patients from the one or more reference patients based on one or more similarities between the retrieved comparative data and data of the patient;
determining, using one or more virtual simulations using three-dimensional virtual models of the organ of the patient, a plurality of surgical paths to the organ to address the identified condition;
for each of the plurality of surgical paths, determining an adverse event score based on the set of comparative reference patients;
selecting one of the surgical paths to the organ of the patient based on a ranking of the adverse event scores;
producing a digital simulation of the selected surgical path to the organ for displaying data associated with at least one of the adverse events, wherein the digital simulation includes at least one of a virtual reality (VR) simulation or an augmented reality (AR) simulation;
annotating the digital simulation with timestamped annotations for avoiding the at least one adverse event;
displaying images for an image-guided surgical procedure based on the selected surgical path to assist with treatment of the patient's organ having the identified condition; and
intra-operatively presenting the timestamped annotations to avoid the at least one adverse event during the image-guided surgical procedure.
12. The method of claim 11 , wherein determining the set of comparative patients includes:
generating a three-dimensional (3D) model of the organ;
generating comparative three dimensional (3D) models based on the retrieved comparative data of the one or more reference patients; and
identifying the one or more similarities between the 3D model and the comparative 3D models.
13. The method of claim 11 , wherein determining the set of comparative patients includes:
comparing virtual dimensional (3D) model of region of the patient and comparative virtual dimensional (3D) models of the one or more reference patients; and
selecting the comparative other patients based on the comparison.
14. The method of claim 11 , wherein the timestamped annotations comprise at least one of audio annotations, video annotations, or text annotations.
15. A system for presenting digital simulation annotations to a surgeon for an image-guided surgical procedure, the system comprising:
one or more processors; and
one or more memories storing instructions that, when executed by the one or more processors, cause the system to perform a process comprising:
retrieving comparative data of one or more reference patients based on an identified condition of a patient;
determining a set of comparative reference patients from the one or more reference patients based on one or more similarities between the retrieved comparative data and data of the patient;
determining, using one or more virtual simulations using three-dimensional virtual models of the organ of the patient, a plurality of surgical paths to the organ to address the identified condition;
for each of the plurality of surgical paths, determining an adverse event score based on the set of comparative reference patients;
selecting one of the surgical paths to the organ of the patient based on a ranking of the adverse event scores;
producing a digital simulation of the selected surgical path to the organ for displaying data associated with at least one of the adverse events, wherein the digital simulation includes at least one of a virtual reality (VR) simulation or an augmented reality (AR) simulation;
annotating the digital simulation with timestamped annotations for avoiding the at least one adverse event;
displaying images for an image-guided surgical procedure based on the selected surgical path to assist with treatment of the patient's organ having the identified condition; and
intra-operatively presenting the timestamped annotations to avoid the at least one adverse event during the image-guided surgical procedure.
16. The method of claim 15 , wherein the process further comprises:
generating a three-dimensional (3D) model of the organ;
generating comparative three dimensional (3D) models based on the retrieved comparative data of the one or more reference patients; and
identifying the one or more similarities between the 3D model and the comparative 3D models.
17. The method of claim 15 , wherein determining the set of comparative patients includes:
comparing virtual dimensional (3D) model of region of the patient and comparative virtual dimensional (3D) models of the one or more reference patients; and
selecting the comparative other patients based on the comparison.