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Artificial Intelligence : Role Of
The Robotic Surgery In The
Current Era
Muhammed Luqman Osman Wasson
MSc(UK),FEBS(Gen.Surg.),FRCS(Glas.),FRCSEd(Gen.Surg.),FEBS(Surg.Onco.),FCPS(Pak.),AFUGIS(Korea)
Consultant Upper GI & General Surgery
Altnagelvin Hospital, WHSCNI
United Kingdom
A Tale Of Five Cities
Bahawalpur Lahore
Riyadh Seoul Londonderry
Lexicon Of The Early 21st Century Physician
• Precision Medicine
• Artificial Intelligence
• Machine Learning
• Deep Learning
• Artificial Neural Networks
• Data mining
• Metaverse
• PRECISION SURGERY
• COMPUTER ASSISTED SURGERY
• ROBOTIC / ROBOTIC ASSISTED
SURGERY
• AUTONOMOUS ROBOTIC
SURGERY
• IMAGE GUIDED SURGERY
Robot-assisted surgery or robotic surgery are any types of surgical procedures that are performed using
robotic systems, using either a tele-manipulator or a computer.
A telemanipulator e.g. the da Vinci Robot is a
system of remotely controlled manipulators that
allows the surgeon to operate real-time under
stereoscopic vision from a control console
separate from operating table
In Computer controlled systems , the surgeon
uses a computer to relay control data and direct the
robotic arms and its end-effectors e.g. a
telemanipulators for their input. This makes
possible AI or autonomous procedures and
telesurgery
Computer-assisted surgery (CAS) represents a surgical concept and set of methods, that use
computer technology for surgical planning, and for guiding or performing surgical interventions.
CAS is also known as computer-aided surgery, computer-assisted intervention, image-
guided surgery, digital surgery and surgical navigation.
Image-guided surgery (IGS) is any surgical procedure where the surgeon uses tracked surgical
instruments in conjunction with preoperative or intraoperative images in order to directly or indirectly
guide the procedure. Image guided surgery systems use cameras, ultrasonic, electromagnetic or a
combination or fields to capture and relay the patient's anatomy and the surgeon's precise movements in
relation to the patient, to computer monitors in the operating room or to augmented reality
headsets (augmented reality surgical navigation technology)
Machine learning (ML) is a field devoted to
understanding and building methods that let machines
"learn" – that is, methods that leverage data to improve
computer performance on some set of tasks
Artificial intelligence (AI) is intelligence—perceiving,
synthesizing, and inferring information—demonstrated
by machines, as opposed to intelligence displayed by
non-human animals or by humans.
Deep learning is part of a broader family of machine
learning methods, which is based on artificial neural
networks with representation learning . Learning can be
supervised , semisupervised or unsupervised.
Artificial neural networks (ANNs), usually simply called
neural networks (NNs) or neural nets, are computing
systems inspired by the biological neutral networks that
constitute animal brains.
Artificial
Intelligence
Machine
Learning
Deep
Learning
Artificial
Neural
Networks
The ‘Three’ Distinct But Complementary!
Artificial
Intelligence
Computer
Assisted
Surgery
Robotic
Surgery
da Vinci Xi Surgical Robotic System
da Vinci Si da Vinci Xi
da Vinci S
da Vinci SP
SENHANCE(USA) CMR Versius(UK)
Revo-i(Korea)
Hugo Medtronic
Deep Learning Models & Robotic Surgery
Automated Surgical Performance Report Generation using Artificial Intelligence
Zia A, Guo L, Zhou L, Essa I, Jarc A. Novel evaluation of surgical activity recognition models using task-based efficiency metrics.
International journal of computer assisted radiology and surgery. 2019;14(12):2155-2163
Artificial Intelligence &
Health Care Data
1) Object Detection
2) Image Classification
3) Segmentation
4) Skills Assessment
5) Outcome Prediction
Image Analysis With Artificial Neural Networks (ANN)
(A) ANNs are capable of classifying images to provide a diagnosis and a measurement of its probability.
(B) Object detection provides localization of a diagnosed object within an image and also provides a
measurement of its probability.
(C) Semantic segmentation provides outlining of the borders of a given object in addition to the diagnosis,
probability, and localization
Role Of Artificial Intelligence In MIS (Lap/Robotic)
Whether Robotic Surgery is better than
Laparoscopic Surgery?
• The evidence is equivocal
• But there are surgeries where Robotics has made significant impact
on practice : esophagectomy and pelvic surgery
• Obesity is where the Robotics has the upper hand: longer instruments
and manipulation of a heavy abdominal wall becomes much easier
• Higher BMI patients benefit from Robotic Surgery
• Open Surgery is never a question here; to its misfortune, it is
outdated and the way forward is Minimally Invasive !!!
Conclusion: the future belongs to AI &
Robotics!
Artificial
Intelligence
Computer
Assisted SUrgery
Robotic Surgery

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Artificial Intelligence & Robotic Surgery 1.pptx

  • 1. Artificial Intelligence : Role Of The Robotic Surgery In The Current Era Muhammed Luqman Osman Wasson MSc(UK),FEBS(Gen.Surg.),FRCS(Glas.),FRCSEd(Gen.Surg.),FEBS(Surg.Onco.),FCPS(Pak.),AFUGIS(Korea) Consultant Upper GI & General Surgery Altnagelvin Hospital, WHSCNI United Kingdom
  • 2. A Tale Of Five Cities Bahawalpur Lahore Riyadh Seoul Londonderry
  • 3. Lexicon Of The Early 21st Century Physician • Precision Medicine • Artificial Intelligence • Machine Learning • Deep Learning • Artificial Neural Networks • Data mining • Metaverse • PRECISION SURGERY • COMPUTER ASSISTED SURGERY • ROBOTIC / ROBOTIC ASSISTED SURGERY • AUTONOMOUS ROBOTIC SURGERY • IMAGE GUIDED SURGERY
  • 4. Robot-assisted surgery or robotic surgery are any types of surgical procedures that are performed using robotic systems, using either a tele-manipulator or a computer. A telemanipulator e.g. the da Vinci Robot is a system of remotely controlled manipulators that allows the surgeon to operate real-time under stereoscopic vision from a control console separate from operating table In Computer controlled systems , the surgeon uses a computer to relay control data and direct the robotic arms and its end-effectors e.g. a telemanipulators for their input. This makes possible AI or autonomous procedures and telesurgery Computer-assisted surgery (CAS) represents a surgical concept and set of methods, that use computer technology for surgical planning, and for guiding or performing surgical interventions. CAS is also known as computer-aided surgery, computer-assisted intervention, image- guided surgery, digital surgery and surgical navigation.
  • 5. Image-guided surgery (IGS) is any surgical procedure where the surgeon uses tracked surgical instruments in conjunction with preoperative or intraoperative images in order to directly or indirectly guide the procedure. Image guided surgery systems use cameras, ultrasonic, electromagnetic or a combination or fields to capture and relay the patient's anatomy and the surgeon's precise movements in relation to the patient, to computer monitors in the operating room or to augmented reality headsets (augmented reality surgical navigation technology)
  • 6. Machine learning (ML) is a field devoted to understanding and building methods that let machines "learn" – that is, methods that leverage data to improve computer performance on some set of tasks Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by non-human animals or by humans. Deep learning is part of a broader family of machine learning methods, which is based on artificial neural networks with representation learning . Learning can be supervised , semisupervised or unsupervised. Artificial neural networks (ANNs), usually simply called neural networks (NNs) or neural nets, are computing systems inspired by the biological neutral networks that constitute animal brains. Artificial Intelligence Machine Learning Deep Learning Artificial Neural Networks
  • 7. The ‘Three’ Distinct But Complementary! Artificial Intelligence Computer Assisted Surgery Robotic Surgery
  • 8. da Vinci Xi Surgical Robotic System
  • 9. da Vinci Si da Vinci Xi da Vinci S da Vinci SP
  • 11. Deep Learning Models & Robotic Surgery
  • 12. Automated Surgical Performance Report Generation using Artificial Intelligence Zia A, Guo L, Zhou L, Essa I, Jarc A. Novel evaluation of surgical activity recognition models using task-based efficiency metrics. International journal of computer assisted radiology and surgery. 2019;14(12):2155-2163
  • 13. Artificial Intelligence & Health Care Data 1) Object Detection 2) Image Classification 3) Segmentation 4) Skills Assessment 5) Outcome Prediction
  • 14. Image Analysis With Artificial Neural Networks (ANN) (A) ANNs are capable of classifying images to provide a diagnosis and a measurement of its probability. (B) Object detection provides localization of a diagnosed object within an image and also provides a measurement of its probability. (C) Semantic segmentation provides outlining of the borders of a given object in addition to the diagnosis, probability, and localization
  • 15. Role Of Artificial Intelligence In MIS (Lap/Robotic)
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  • 17. Whether Robotic Surgery is better than Laparoscopic Surgery? • The evidence is equivocal • But there are surgeries where Robotics has made significant impact on practice : esophagectomy and pelvic surgery • Obesity is where the Robotics has the upper hand: longer instruments and manipulation of a heavy abdominal wall becomes much easier • Higher BMI patients benefit from Robotic Surgery • Open Surgery is never a question here; to its misfortune, it is outdated and the way forward is Minimally Invasive !!!
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  • 21. Conclusion: the future belongs to AI & Robotics! Artificial Intelligence Computer Assisted SUrgery Robotic Surgery