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Asok kumar RS OMFS
 Introduction
 History
 Applications of AI
I. Robotics
II. Navigation surgery
III. Virtual reality
IV. Augmented reality
 References
 Conclusion Asok kumar RS OMFS
 Exponential growth in science and technology has introduced different
applications.
 Term AI is mostly associated with robotics.
 Artificial intelligence refers to any machine or technology that is able to
mimic human cognitive skills.
 AI-‘‘a system’s ability to correctly interpret external data, to learn from such
data, and to use those learnings to achieve specific goals and tasks through
flexible adaptation’’
Asok kumar RS OMFS
 CLINICAL DECISION SUPPORT SYSTEM - Computer program that
has been designed to help health professionals in making clinical decisions
 AI BASED SYSTEM - Used for designing automated software programs
that streamlines the diagnosis and management.
 These systems were used for better diagnosis, treatment planning and also
for prediction of prognosis.
Asok kumar RS OMFS
 1955 - JOHN MCCARTHY, a mathematician coined the term artificial intelligence
recognized as the father of artificial intelligence.
 1978- RICHARD BELLMAN defined artificial intelligence as the automation of
activities associated with human cognitive skills.
 Beginning of the 80s- New form of AI emerged called ‘‘expert systems’’.
 2005- TORS was first proposed and applied in OMFS by MCLEOD and MELDER
and approved by the US Food and Drug Administration (FDA) in 2009
Asok kumar RS OMFS
 AIM : Develop machines that can learn through data to
solve the problems.
 MACHINE LEARNING : Facilitate machines to learn
from data so they can resolve issues without human input.
 NEURAL NETWORKS: Create neural networks that
function like the human brain.
DEEP LEARNING: Construct a neural network that automatically
identifies patterns to improve feature detection.
Also known as CONVOLUTIONAL NEURAL NETWORKS
Asok kumar RS OMFS
 Powerful tool to identify patterns, predict or categorize the clinical
condition.
 Improve departmental workflow through precision
 Empower individually tailored examination protocols.
 Machine Learning directly with medical data can help in
preventing the errors due to cognitive bias .
Asok kumar RS OMFS
 Requires a very huge and sound data base of knowledge
 Results in inappropriate answers when presented with images
outside of their knowledge set.
 May not adapt with new imaging software or new machine
immediately.
 Not all the algorithms used are apt for clinical application.
Asok kumar RS OMFS
 With the assistance of robotic surgical systems, multiple oral
surgical procedures for malignant and non-malignant diseases were
performed .
ADVANTAGES [to surgeons] :
I. Three-dimensional magnified view
II. Precise movements
III. Bimanual operation
IV. Enhances the surgeon's physical capabilities.
ADVANTAGES [to patients]:
I. Less blood loss
II. Fewer complications
III. Shorter hospital stays and better cosmetic results than standard
techniques Asok kumar RS OMFS
Asok kumar RS OMFS
APPLICATION:
I. Tumor resection
II. Neck dissection
III. Obstructive sleep apnea
IV. Cleft lip and palate
V. Post ablative defect reconstruction
LIMITATION:
 Lack of tactile sensation and proprioception
Asok kumar RS OMFS
 Science of creating a virtual environment for the assessment
of various anatomical regions of the body for the diagnosis,
planning and surgical training
AREA OF APPLICATION :
 Dental implantology
 Orthognathic surgery
 Mandibular reconstruction after resection
 Hardware fabrication for open reduction and internal fixation
Asok kumar RS OMFS
Asok kumar RS OMFS
 Superimposition of a 3D real environment specific to
individual patient onto the surgical filed using semi-
transparent glasses to augment the virtual scene
 For an immersive virtual experience, the user wears a head-
mounted displays or goggles, headphones and gloves to
engage his tactile sense.
AREA OF APPLICATION:
 Dental implant placement and orthognathic surgery.
Asok kumar RS OMFS
 Recently, novel augmented reality system for
displaying inferior alveolar nerve bundles in
maxillofacial surgery was recently developed.
Asok kumar RS OMFS
 Provides a useful guide for safe and more accuracy in
oral and maxillofacial surgery.
 Available types of navigation systems are optical and
electromagnetic system.
 Involve the integration of imaging with the surgical
field, simultaneous visualization of different types of
images to reveal structures that are normally visible
only intra-operatively and permits navigation in areas of
anatomical sensitivity.
Asok kumar RS OMFS
CLINICALAPPLICATIONS:
I. Complex midfacial fractures and orbital trauma reconstruction
II. Foreign body removal
III. Complex dentoalveolar surgery
IV. Skull-base surgery
V. Temporomandibular joint (TMJ) surgeries and
VI. Orthognathic surgery.
Asok kumar RS OMFS
Orbital floor reconstruction
Retrieval of foreign body
Navigation system with updated CT
images
Improved precision and simplify the
surgical procedure by minimizing
intraoperative invasiveness.
Development of navigation assisted
surgery has improved execution and
predictability
Asok kumar RS OMFS
 Passage from 2D to 3D imaging technology along with
increased diagnostic precision and treatment plan
outcome using the CAD/CAM technology
 AI technology are mainly designed to provide expert
support entire medical profession to successfully manage
its use of in diagnosis and treatment plan
 Artificial intelligence needs to be viewed as a tool to be
used with the utmost care and training, and not as a
threat.
Asok kumar RS OMFS
 Khanagar SB et al., Developments, application, and performance of artificial intelligence in
dentistry – A systematic review, Journal of Dental Sciences,https://doi.org/10.1016/j.jds.2020.06.019
 Bouletreau P.Artificial Intelligence: Applications in orthognathic surgery.Stomatol Oral Maxillofac
Surg 120 (2019) 347–354
 Kumar V, Gour S, Chaube RK, Chaube RK, Gupta A, Chaube SK. (2018) Surgical Navigation in
Oral and Maxillofacial Surgery: A Review. Clin Res Open Access 4(2): dx.doi.org/10.16966/2469-
6714.136
 Ayoub A and Pulijala Y.The application of virtual reality and augmented reality in Oral &
Maxillofacial Surgery. BMC Oral Health (2019) 19:238
 Xiaojun Chen & Junlei Hu (2018): A Review of Haptic Simulator for Oral
 and Maxillofacial Surgery Based on Virtual Reality, Expert Review of Medical Devices. DOI:
10.1080/17434440.2018.1484727
 Sukegawa S, et al. Application of computer-assisted navigation systems in oral and maxillofacial
surgery. Japanese Dental Science Review (2018), https://doi.org/10.1016/j.jdsr.2018.03.005
 Liu H.Robotic surgical systems in maxillofacial surgery: a review. International Journal of Oral
Science (2017) 9, 63–73 Asok kumar RS OMFS
Asok kumar RS OMFS

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Applications of AI in OMFS

  • 2.  Introduction  History  Applications of AI I. Robotics II. Navigation surgery III. Virtual reality IV. Augmented reality  References  Conclusion Asok kumar RS OMFS
  • 3.  Exponential growth in science and technology has introduced different applications.  Term AI is mostly associated with robotics.  Artificial intelligence refers to any machine or technology that is able to mimic human cognitive skills.  AI-‘‘a system’s ability to correctly interpret external data, to learn from such data, and to use those learnings to achieve specific goals and tasks through flexible adaptation’’ Asok kumar RS OMFS
  • 4.  CLINICAL DECISION SUPPORT SYSTEM - Computer program that has been designed to help health professionals in making clinical decisions  AI BASED SYSTEM - Used for designing automated software programs that streamlines the diagnosis and management.  These systems were used for better diagnosis, treatment planning and also for prediction of prognosis. Asok kumar RS OMFS
  • 5.  1955 - JOHN MCCARTHY, a mathematician coined the term artificial intelligence recognized as the father of artificial intelligence.  1978- RICHARD BELLMAN defined artificial intelligence as the automation of activities associated with human cognitive skills.  Beginning of the 80s- New form of AI emerged called ‘‘expert systems’’.  2005- TORS was first proposed and applied in OMFS by MCLEOD and MELDER and approved by the US Food and Drug Administration (FDA) in 2009 Asok kumar RS OMFS
  • 6.  AIM : Develop machines that can learn through data to solve the problems.  MACHINE LEARNING : Facilitate machines to learn from data so they can resolve issues without human input.  NEURAL NETWORKS: Create neural networks that function like the human brain. DEEP LEARNING: Construct a neural network that automatically identifies patterns to improve feature detection. Also known as CONVOLUTIONAL NEURAL NETWORKS Asok kumar RS OMFS
  • 7.  Powerful tool to identify patterns, predict or categorize the clinical condition.  Improve departmental workflow through precision  Empower individually tailored examination protocols.  Machine Learning directly with medical data can help in preventing the errors due to cognitive bias . Asok kumar RS OMFS
  • 8.  Requires a very huge and sound data base of knowledge  Results in inappropriate answers when presented with images outside of their knowledge set.  May not adapt with new imaging software or new machine immediately.  Not all the algorithms used are apt for clinical application. Asok kumar RS OMFS
  • 9.  With the assistance of robotic surgical systems, multiple oral surgical procedures for malignant and non-malignant diseases were performed . ADVANTAGES [to surgeons] : I. Three-dimensional magnified view II. Precise movements III. Bimanual operation IV. Enhances the surgeon's physical capabilities. ADVANTAGES [to patients]: I. Less blood loss II. Fewer complications III. Shorter hospital stays and better cosmetic results than standard techniques Asok kumar RS OMFS
  • 11. APPLICATION: I. Tumor resection II. Neck dissection III. Obstructive sleep apnea IV. Cleft lip and palate V. Post ablative defect reconstruction LIMITATION:  Lack of tactile sensation and proprioception Asok kumar RS OMFS
  • 12.  Science of creating a virtual environment for the assessment of various anatomical regions of the body for the diagnosis, planning and surgical training AREA OF APPLICATION :  Dental implantology  Orthognathic surgery  Mandibular reconstruction after resection  Hardware fabrication for open reduction and internal fixation Asok kumar RS OMFS
  • 14.  Superimposition of a 3D real environment specific to individual patient onto the surgical filed using semi- transparent glasses to augment the virtual scene  For an immersive virtual experience, the user wears a head- mounted displays or goggles, headphones and gloves to engage his tactile sense. AREA OF APPLICATION:  Dental implant placement and orthognathic surgery. Asok kumar RS OMFS
  • 15.  Recently, novel augmented reality system for displaying inferior alveolar nerve bundles in maxillofacial surgery was recently developed. Asok kumar RS OMFS
  • 16.  Provides a useful guide for safe and more accuracy in oral and maxillofacial surgery.  Available types of navigation systems are optical and electromagnetic system.  Involve the integration of imaging with the surgical field, simultaneous visualization of different types of images to reveal structures that are normally visible only intra-operatively and permits navigation in areas of anatomical sensitivity. Asok kumar RS OMFS
  • 17. CLINICALAPPLICATIONS: I. Complex midfacial fractures and orbital trauma reconstruction II. Foreign body removal III. Complex dentoalveolar surgery IV. Skull-base surgery V. Temporomandibular joint (TMJ) surgeries and VI. Orthognathic surgery. Asok kumar RS OMFS
  • 18. Orbital floor reconstruction Retrieval of foreign body Navigation system with updated CT images Improved precision and simplify the surgical procedure by minimizing intraoperative invasiveness. Development of navigation assisted surgery has improved execution and predictability Asok kumar RS OMFS
  • 19.  Passage from 2D to 3D imaging technology along with increased diagnostic precision and treatment plan outcome using the CAD/CAM technology  AI technology are mainly designed to provide expert support entire medical profession to successfully manage its use of in diagnosis and treatment plan  Artificial intelligence needs to be viewed as a tool to be used with the utmost care and training, and not as a threat. Asok kumar RS OMFS
  • 20.  Khanagar SB et al., Developments, application, and performance of artificial intelligence in dentistry – A systematic review, Journal of Dental Sciences,https://doi.org/10.1016/j.jds.2020.06.019  Bouletreau P.Artificial Intelligence: Applications in orthognathic surgery.Stomatol Oral Maxillofac Surg 120 (2019) 347–354  Kumar V, Gour S, Chaube RK, Chaube RK, Gupta A, Chaube SK. (2018) Surgical Navigation in Oral and Maxillofacial Surgery: A Review. Clin Res Open Access 4(2): dx.doi.org/10.16966/2469- 6714.136  Ayoub A and Pulijala Y.The application of virtual reality and augmented reality in Oral & Maxillofacial Surgery. BMC Oral Health (2019) 19:238  Xiaojun Chen & Junlei Hu (2018): A Review of Haptic Simulator for Oral  and Maxillofacial Surgery Based on Virtual Reality, Expert Review of Medical Devices. DOI: 10.1080/17434440.2018.1484727  Sukegawa S, et al. Application of computer-assisted navigation systems in oral and maxillofacial surgery. Japanese Dental Science Review (2018), https://doi.org/10.1016/j.jdsr.2018.03.005  Liu H.Robotic surgical systems in maxillofacial surgery: a review. International Journal of Oral Science (2017) 9, 63–73 Asok kumar RS OMFS