Grant: Discovery Grants Program - Individual
Toronto Metropolitan University
$39,000.00
Targeted robotic and Optical Coherence Tomography mediated laser ablation for biomedical and machining application
FY 2023-24
Summary
Precision robotics have shown great promise for use in both biomedical and manufacturing contexts, particularly with regards to precision surgical techniques for neurosurgery, and in ablation systems for template-free micromachining; however, significant hurdles still exist in both the macro and micro-guidance and feedback control. The use of optical systems, including Optical Coherence Tomography (OCT) and Optical Topographical Imaging (OTI), represent a unique opportunity to allow for direct and continuous feedback to robotic systems at levels of precision not previously possible. OCT has the potential to be combined with laser systems either through inline integration for fiber lasers or at system output in the optical payload, thus allowing for direct monitoring and enabling possible feedback control of the ablation process. OCT can also be used for surface and subsurface characterization and targeting - particularly useful for custom ablation or directed targeting. OTI can allow for rapid and efficient large volume imaging, and when combined with infrared-based tracking, can enable real-time machine-vision image guidance. Finally, recent developments in large-volume OCT could allow for fusion of OTI and OCT data, providing further opportunities to expand functionality. Objectives include: 1) Developing OCT-controlled laser ablation systems for ablation-front monitoring and control through direct-feedback; 2) refinement and generalization of trajectory-generation methods using OTI for guidance; 3) creation of protocols for marco-guidance via generated trajectories using a 7-DOF robotic arm system; 4) refinement of direct feedback-control for micro-guidance of robotic systems via OCT for maintaining focal distance; 5) development of optimized methods for image fusion for targeted ablation; and 6) refinement of SV-OCT methods for detection of microfluidic channels and directed ablation. Specific aims include: a) Development of integrated optical systems (OCT-ablation laser) with direct links for feedback control (i.e laser stoppage); b) development of OCT-robotic feedback and control systems for fine robotic control; c) continued development of robust, generalized methods for OTI trajectory generation with robotic constraints and considerations; and d) continued development of OCT flow-detection methods. In this, the long-term goal of the project is the development of an overall combined system for micro- and macro-controlled robotic laser ablation that is both robust and generalizable. In this, we meet initial aims set-out in previous grants (i.e developed towards neurosurgical focus), but move towards more general applied engineering methods with wide applications to industrial processes, both within biomedical engineering such as with targeted ablation for refinement of tissue scaffolding with microfluidic channels for tissue engineering, and further outside of this field in laser machining and template-free manufacturing methods.
Program
Discovery Grants Program - Individual
Recipient
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
RGPIN-2020-05797
Name nom
Yang, Victor
Department département
Clinical Neurological Sciences
Organization id
43
Institution établissement
Toronto Metropolitan University
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2020
Award amount
39000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1510
Committee name en
Electrical and Computer Engineering
Committee name fr
Génie électrique et informatique
Area of application code
1102
Area of application group en
Health, education and social services
Area of application group fr
Santé publique, éducation et services sociaux
Area of application en
Biomedical engineering
Area of application fr
Génie biomédical
Research subject code
1604
Research subject group en
Industrial engineering
Research subject group fr
Manufacturing
Research subject en
Génie industriel
Research subject fr
Fabrication
Application title
Targeted robotic and Optical Coherence Tomography mediated laser ablation for biomedical and machining application
Keyword
Fiber-laser; Integrated Optical Systems; Laser Ablation; Medical Robotics; Optical Coherence Angiography; Optical Coherence Tomography; Optical Topographical Imaging; Robotics; Surgical Navigation; Template-free manufacturing
Application summary
Precision robotics have shown great promise for use in both biomedical and manufacturing contexts, particularly with regards to precision surgical techniques for neurosurgery, and in ablation systems for template-free micromachining; however, significant hurdles still exist in both the macro and micro-guidance and feedback control. The use of optical systems, including Optical Coherence Tomography (OCT) and Optical Topographical Imaging (OTI), represent a unique opportunity to allow for direct and continuous feedback to robotic systems at levels of precision not previously possible. OCT has the potential to be combined with laser systems either through inline integration for fiber lasers or at system output in the optical payload, thus allowing for direct monitoring and enabling possible feedback control of the ablation process. OCT can also be used for surface and subsurface characterization and targeting - particularly useful for custom ablation or directed targeting. OTI can allow for rapid and efficient large volume imaging, and when combined with infrared-based tracking, can enable real-time machine-vision image guidance. Finally, recent developments in large-volume OCT could allow for fusion of OTI and OCT data, providing further opportunities to expand functionality. Objectives include: 1) Developing OCT-controlled laser ablation systems for ablation-front monitoring and control through direct-feedback; 2) refinement and generalization of trajectory-generation methods using OTI for guidance; 3) creation of protocols for marco-guidance via generated trajectories using a 7-DOF robotic arm system; 4) refinement of direct feedback-control for micro-guidance of robotic systems via OCT for maintaining focal distance; 5) development of optimized methods for image fusion for targeted ablation; and 6) refinement of SV-OCT methods for detection of microfluidic channels and directed ablation. Specific aims include: a) Development of integrated optical systems (OCT-ablation laser) with direct links for feedback control (i.e laser stoppage); b) development of OCT-robotic feedback and control systems for fine robotic control; c) continued development of robust, generalized methods for OTI trajectory generation with robotic constraints and considerations; and d) continued development of OCT flow-detection methods. In this, the long-term goal of the project is the development of an overall combined system for micro- and macro-controlled robotic laser ablation that is both robust and generalizable. In this, we meet initial aims set-out in previous grants (i.e developed towards neurosurgical focus), but move towards more general applied engineering methods with wide applications to industrial processes, both within biomedical engineering such as with targeted ablation for refinement of tissue scaffolding with microfluidic channels for tissue engineering, and further outside of this field in laser machining and template-free manufacturing methods.