2019 pp-artificial intelligence and robotics in neurosurgery
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Artificial Intelligence and Robotics in Neurosurgery:
The Future is Here!
Laligam N. Sekhar, MD, FACS, FAANSProfessor and Vice Chairman
Department of Neurological SurgeryUniversity of Washington
Seattle, USA
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Disclosures
Spi Surgical, Inc. (Stockholder)
Viket Medical, Inc. (Stockholder)
Grant Support:
National Institutes of Health
Amazon Catalyst Program
Department of Defense (STTR x 4)
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What is Neurosurgery???
A Specialty Devoted to the Treatment of Disorders of the Central and Peripheral Nervous System, and Spine Disorders
Has Distinct Sub-specialities: e.g;> Cerebrovascular Surgery> Endovascular Surgery and Stroke > Skull Base Tumor Surgery> Brain Tumor Surgery> Functional Neurosurgery> Neuro Trauma Surgery> Spine Surgery> Minimally Invasive Spine Surgery> Pediatric Neurosurgery> Peripheral Nerve Surgery
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What is the Future of Neurological Surgery???
Advanced Imaging Techniques Nano technology CRSPR Cas-9, and Genetic Engineering Techniques Anti- Tumor Antibodies, CAR T cells, Checkpoint Inhibitors,
etc. Master – Slave Robots, Autonomous Robots Humanoid Robots Artificial Intelligence applications Re-engineered Hospitals, and Health Care Advanced Training Methods of Surgeons, Residents, etc
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Predicting the Future
“ The future depends on what you do today” Mahatma Gandhi
“ I never think of the future, it comes soon enough” Albert Einstein
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32 years after “ Back to the Future”!!! Kitty HawkAero mobile
The Hyperloop
I Phone 11 ???
Apple Watch
Boeing Air Taxi
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The Future of Neuro- Surgery:What Do Patients Want?????
Efficacy : Cure or Control of Disease (even prevention)
Minimal Invasiveness: Medicine Only > Radiosurgery > Minimal Surgery> More
Surgery, but without morbidity
Minimal Morbidity: No brain Damage; No Damage to CNs; No Cosmetic
Deformity
Minimal Time Lost From Work and Family
Minimal Cost (To Them > Someone Has to Pay!!)
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What Do Surgeons Want???
We want to Help our Patients!
To Cure or Control Disease, To Heal Patients
To Perform Elegant Operations, within our limits, without Major Complications
To Make Enough Money (?) to Live well, for us and families
To be Healthy, and Be Happy with our families
Not to have Too Much Interference by Hospital Administrators, or the Government, in our Daily Practice of Medicine
Most Important: Remain Relevant!!
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What Do Hospitals and Payers Want ?
Hospitals want to stay open and be Profitable
Payers Want to be Profitable
Governments want to Control Costs, win
Re - elections (accountable to the people)
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Can Minimal Surgery and Efficacy Co Exist??
In some Cases (Small Vestibular Schwannoma, Meningioma) results of Excellent Surgery and Radiosurgery are Very similar, or even favor Radiosurgery
For Some Malignant Tumors, Complete Excision May Equal Better Survival (e.g. Chordoma)
This is also true for Benign Tumors when follow up is > 20 years (e.g. Meningioma)
Will the patient accept Morbidity for Some Time in Exchange for a Cure? (depends upon the patient, their age, and other factors) 10
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Modifications in ICU, and Postoperative Care
Pain, Immobility, and Patient Psychology are Major Causes of Morbidity
Frequent postoperative Narcotic Usage may result in addiction
Agents like Exparel® (Bupivacaine Liposomal) may be used to minimize local pain
Drugs like Gabapentin, Pregabalin can reduce postoperative Neuralgia
Mobilization is a problem in the ICU, wards, and at home
Patients may need a more healing environment inside the hospital, frequent checking as out patients, and more care givers
Some patients really want to or need to return to work, while others never want to leave the Hospital, or want to become disabled!
Experiments on “Minimum Basic Income” are in Progress!!
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How Can We Improve Patient Management, and Yet Hold Down Labor
Costs? Patients can be given wearable devices to monitor
ambulation, vitals, other tests as needed
Humanoid Robots providing 24/7 Nursing for Each Patient in their rooms
AI enabled Chatbots provided with facial/wound recognition and other technologies can provide close follow up, Patient and Family Education, and Coaching
> Reporting to Nurse Providers and Physicians as Needed
Mandatory use of AI Technologies to prevent errors in Patient management
AI Technologies to provide inventory/ financial control, Improve efficiencies
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Potential Advances In Surgical Techniques (next 20 years)
Master- Slave Robots to Operate in Small Spaces
Artificial Intelligence enabled Autonomous Mini Robots Which will Remove Tumors and then Self Destruct, or Extrude from the body
Seamless Combinations of Endoscopic, Exoscopic, and Microscopic Technologies
Use of AI for Imaging and Navigational Assistance
Bendable Instrumentation, 3 – D Printed Tissue Engineered Prosthetics
Use of Stem Cells For Prevention and Recovery of Neurological Deficits
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Artificial Intelligence and Robotics in the Operating Room 2019: Our ORs are Antiquated, Inefficient,
Breeders of Infection, Highly Labor Intensive (cost)
AI, and Robotics (Master Slave, and Autonomous) can be used in a variety of areas: Surgical Assistants; Precision Surgical Technologies; Circulator/ Scrub Assistants; Inventory Management; Rapid Cleaning with UV Light; Anesthetic and Medication Oversight; Complication Prevention
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Artificial Intelligence
What is Artificial Intelligence? The field of study where computers are made to
perform tasks which require human intelligence (which consists of several components)
Artificial Intelligence Has Focused on: Learning: Rote Learning; Generalized Learning Reasoning: Deductive and Inductive Reasoning Problem Solving: Special Purpose, and General
Purpose Perception: Vision, Hearing, Touching (haptics) Language Understanding and Application
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What is Human Intelligence??
Sensory Organs> Perception> Recognition
Learning > Remembering, forgetting (memory)
Conscious Thought > Intent > Action & Reaction through Effector Organs
Language, Speech, Symbolism
Problem Solving and Logic
Imagination > Focused Action, Project Completion
Subconscious, Dreaming
Emotion, Social Interaction, Emotional Intelligence
Intuition, Premonition
Meditation
Artificial Intelligence has Not Yet Reproduced all Components of Human Intelligence, although it has exceeded or greatly exceeded in specific areas (e.g. Chess, Go, etc.) 16
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Some Medical Artificial Intelligence StartupCompanies
Evolution of Artificial Intelligence
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Artificial Neural Networks:Deep Learning
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Has AI Come of Age?
IBM “Deep Blue” beat Gary Kasparov in Chess in 1997: But due to brute computing power
Google Deep Mind created an AI program which is a combination of deep neural networks, and Search technology called“ AlphaGo” which beat the reigning European Champion Fan Hui 5-0 in 2017
Go is an incredibly difficult game; with each turn, more than 200 moves are possible
The 13-layer Neural Network program learned from more than 30 million moves from human games; the system also used statistics to determine the best move rather than playing out each move
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AI and Auto Drive
Recognizing Visual Cues (such as a cat, or another car) requires Neural network intelligence
Used as the only cue, it is flawed, because the car can be “Blind-sided” as happened with a Tesla car in Florida
However, when combined with ultrasonic detection technology, the system is vastly improved
Automatic Driving, and Delivery are being extensively tested in Pittsburgh, and Austin by Uber and Amazon
But have not yet been approved for use in the USA
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Speech/ Image Recognition Technology
Amazon Alexa, Google Home , and Apple Siri incorporate voice recognition as their primary human interface, and then use AI to perform various functions
“Chatbots” are being tried for follow up care in the NHS system in the UK
A Robotic AI enabled “Virtual Psychologist” was tried for interfacing with veterans with PTSD, and found to be more successful than Humans (Lucas GM, et al, Reporting Health Symptoms: breaking Down Barriers to Care with Virtual Human Interviewers. Frontiers in Robotics and AI 4: 1-9, 2017)
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Image Recognition by AI
IBM Watson and other Companies/ University Departments have extensively mastered reading of Radiographs, and is being tried in some institutions
Similar techniques are being developed for Pathological Diagnosis
https://youtu.be/Gigd1rkZTSE22
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Artificial IntelligenceIn Surgery
Patient Management Protocols and AlertsIn the OR, ICU, Wards
ChatbotsFor Preoperative EducationPostoperative Daily Management
Patient Population Monitoring of Prescribed ParametersRecommend Preemptive actionExample: Visit Doctor, Stop Medication
TelemedicineTriaging Patient/ NP calls, Providing Advice
Education of Students,Nurses, Residents
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Medical Robotics:Active and Passive Robots
Active Robot: Programmed to sense and evaluate data from their environment and complete their tasks appropriately
e.g: ROBODOC (Integrated Surgical System, inc. Fremont, Ca)- used in Hip Replacement Surgery; and
iROBOT (iRobot, Burlington, Mass)- used as an automatic vacuum cleaner
Passive Robots: (also called Master – Slave Robot):
The surgeon controls and moves the robot
Semi – Active Robots: Provides some guidance to the surgeon in performing the procedure .
E.g: NeuroMate (Renishaw, Inc. Gloucestershire, UK) Provides assistance in performing stereotactic procedures
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Da Vinci Surgical Robotics SystemRosa® Robot:For Depth Electrode Placement and Pedicle Screw Placement
Mazor™ Robot for Spinal Procedures
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NeuroArm™Garnette Sutherland,
Calgary
NeuRobot™from Shinshu University
Tele surgery Between Hospitals1 msec. delay
RAVEN IICompact Table Mounted Surgical Robot developed at UW (Hannaford, Rosen, Mika Sinanan, Tom Lendvay)
For Abdominal and Urological Surgery; Used for Research in Multiple UniversitiesNot in Clinical use………
Surgical Robotics at the UW
Master- Slave Robots
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The Roboscope™ (developed by, Rosen, Sekhar, Hannaford, Moe, et al)
Introducer System
A bendable Endoscopic Sheath, with Tools
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The Artificially Intelligent Neurosurgical Robotic Assistant (AINRA)
Investigators: Blake Hannaford, Niveditha Chandrasekhar, Zeeshan Qazi, Laligam Sekhar
Surgeon, Assistant: Voice, and Tool movements recorded under the microscope
Tracking of Assistant’s Tool Motions under the Microscope; and Surgeon’s Voice Cues
Analysis using Publicly available AI Programs – IBM Watson, Google Deep Mind
Goals: > To Better Understand Surgeon – Assistant Interactions with voice commands and actions
> To Create a Microsurgical Assistant that can learn Progressively from videos and real time experience, first in the cadaver lab
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Robots In Health Care Environments - Hospitals
Intelligent Robots will Find Increasing Applications
Many jobs currently Performed by Humans: Cleaning; Food Delivery; Circulating or Scrub Personnel
Humanoid Robots can Perform Nursing Functions: 1 / 1 nursing; 24 hour ICU care; performing difficult patient tasks; Avoiding Medication errors, etc.
Robot Assisted Rehabilitation
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Robot Assisted Outpatient Care
Intelligent Robots can perform much of History, Vitals, basic examination of patients
Virtual Robots (Hololens® from Microsoft, Inc.) can perform many functions in the patient’s home
For Patients with PTSD, a Robotic Psychologist was better received than a human psychologist at Madigan Army Center
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Robots and AI in Medicine and Dentistry
World's first qualified Robotic Doctor: AI Powered Robot Xiaoyi Passes Medical Licensing Examin China with high marks: designed by iflytech
IBM Watson AI Being Used in Chinaby Oncologists
China Developed Robot PerformingAutomated Dental Surgery: 3-D printed implants placed with 0.2 to 0.3 mm accuracy: Fourth
Medical Military University and Beihang University, Bejing
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Acceptance and Other Issues of Robots in
Medicine Robots may malfunction, or not function; Safety and
back up systems are crucial
The Cost savings in the Personnel who are being replaced by the Robots will be balanced by Personnel to maintain and Repair the Robots (will eventually be an autonomous function)
The Human – Robot interface and communication will create new problems, requiring special education and training
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AI: The Greatest Disruptor in History Now!!!
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Artificial Intelligence and Robotics
Will revolutionize all aspects of our Lives
Our Jobs will change appropriately
Creativity and Innovation will be very important
Many jobs involving patient care such as cleaning, nursing, follow up care, physician communication, indications for treatment, costs of care, etc. will change
Hospitals will be Dramatically different due to the adoption of AI, Robotics, and Green
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How Will We Educate Students and Residents in the Future?
Anatomy will be studied in 3-D, 4-D, and 5-D
4- D: Three Dimensional, Changing in time, Physiologic
5- D: Three Dimensional, with Simulated Pathology
Teacher –Student Learning will Be Supplemented by Advanced Virtual Reality; and Surgical Simulations
Imagination, Problem Solving, and Ability to Work in Teams with Diverse Beings will be more important than accumulation of Knowledge (due to massive knowledge storage, and AI)
All Medical Work will be Supervised to varying Degrees by Master AI Brains, to reduce Medical Errors, and To Improve Learning
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Virtual Reality for Training Budding Skull Base Surgeons
More Advanced Technologies: Simulated Operations
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What are Future Educational Requirements for Residents??? Biology, Mathematics, Physics, Chemistry Computer Science, Coding Robotics, Artificial Intelligence Video Games, Surgical Simulations Humanity, Communication Skills Meditation and Yoga Continuous Coaching by a Companion? Work Hours Limited to 6 hours/day At least 2 months of Vacation per year
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Brain Computer Interface:Neural Lace
In the Novels by Iain M. Banks, futuristic post-humans install devices on their brains called a “neural lace.”
Researchers from Harvard and the National Center for Nanoscience and Technology in Beijing have succeeded in inventing a flexible electrical circuit that fits inside a 0.1mm-diameter glass syringe in a water-based solution
Liu J,….Liber C Nature Nanotechnology Volume 10: 629 -636, 2015Ultra fine mesh can be injected into the brain of rats, and connected to electronics externally, the brain cells grow around it Can be used in Degenerative Diseases like Parkinson’s disease, stimulation of the
brain, or “Brain Enhancement techniques”
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“Smart Hospitals of the 21st Century”
Hospitals of Smaller Size, Closer to Patients Environmentally Friendly, Carbon Neutral Optimal Healing Environment for Patients (colors, plants, music, sunlight,
etc.) Optimal Environment for Staff and education on demand Constant Cleaning of Rooms, bathrooms, other areas Smart detection and Reduction of Infection Integrated use of AI systems for Image and Other Diagnosis Continuous Monitoring of treatments and Advice, to Physicians and
Nurses Robots will be used to Lessen the number of Health care workers
(Scalability, Cost Reduction) Changes in the Jobs of Health Care Workers, Reduction of Stress and
Burn-out Telecommunication with outpatient clinics, other hospitals
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What is the Future of Health Care Workers in the Age of AI and Robotics ?
Fewer Health Care Workers doing manual jobs like Janitors, LPNs, Techs, Medical Scribes, etc.
Remainder will be Happier, work less, but in Supervisory Roles
Fewer Jobs for Radiologists, some Pathologists, Family Doctors, etc. 44
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What will Surgeons Do???
Less Invasive, but technically Complex Procedures
Master – Slave Robots, and Supervision of Autonomous Robots performing Procedures
Big Role For Innovators
Constant Retraining for New Procedures
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Five varieties of Sentient Beings in
2040:all will work together Without or With Conflicts
1.Normal, Healthy Humans
2.Genetically Enhanced Humans (this will start in one or more countries, and spread to the rest of the world)
3.Cyber- Enhanced Humans, with Implanted Electrical Connection to Major AI Networks
4.AI Enhanced Humanoid, and 46
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The Next Steps in Evolution
Human Evolution: 4 million Years From Early Hominids to Current Humans
Further Evolution: Becomes Necessary Due to Information Explosion, Advances in Technology, Environmental and Species Destruction, Garbage accumulation, Global Warming, and Selfishness and Greed of Politicians (who are our products)
Most Important: Population Explosion, and the desire of everyone to have everything
The next Steps in Evolution are Already Here and Humans will have little or No control
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Future Beings….Already Here!
Artificially Intelligent Robots
Cyber-Humans: With a variety of Biological Implants
Genetically Engineered (Enhanced) Humans, Animals, Plants
What are the Ethics of Such “Creations”
It will not Matter, since China, and Korea will move ahead with some Experiments to gain the upper Hand
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The Rise of the Intelligent Machines
Do Artificially Intelligent Robots have Consciousness?
Programmed with Human like emotional reactions, Are they Human?
What Does it Mean to be Human?
Are we Creating a “Super Race” which will wipe out Humanity, or Relegate Humans to a second class Status?
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Who Will Be the Rulers in 50 years??
AI Enabled Robots will become the rulers
They will be able to self replicate as needed, specialize, have very simple processes for energy and waste (compared to humans)
Program and Recycle themselves
Humans May be Useful for their50
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