A virtual environment and model of the eye for surgical simulation
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Simulating facial surgery using finite element models
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Real-Time Elastic Deformations of Soft Tissues for Surgery Simulation
IEEE Transactions on Visualization and Computer Graphics
Craniofacial Surgery Simulation
VBC '96 Proceedings of the 4th International Conference on Visualization in Biomedical Computing
Simulated Interactive Needle Insertion
HAPTICS '02 Proceedings of the 10th Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems
Dynamic Simulation of Deformable Objects Using the Long Elements Method
HAPTICS '02 Proceedings of the 10th Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems
VR '01 Proceedings of the Virtual Reality 2001 Conference (VR'01)
A Biomechanical Model for Soft Tissue Simulation in Craniofacial Surgery
MIAR '01 Proceedings of the International Workshop on Medical Imaging and Augmented Reality (MIAR '01)
Non-linear anisotropic elasticity for real-time surgery simulation
Graphical Models - Special issue on SMI 2002
A survey of surgical simulation: applications, technology, and education
Presence: Teleoperators and Virtual Environments
A Fracture Mechanics Approach to Haptic Synthesis of Tissue Cutting with Scissors
WHC '05 Proceedings of the First Joint Eurohaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems
Heart-Muscle Fiber Reconstruction from Diffusion Tensor MRI
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Visual and Haptic Simulation of Linear Viscoelastic Tissue Behavior Based on Experimental Data
VR '06 Proceedings of the IEEE conference on Virtual Reality
Environment Parameter Estimation during Bilateral Telemanipulation
VR '06 Proceedings of the IEEE conference on Virtual Reality
Physically realistic virtual surgery using the point-associated finite field (PAFF) approach
Presence: Teleoperators and Virtual Environments - Special issue: Virtual heritage
Concepts and Applications of Finite Element Analysis
Concepts and Applications of Finite Element Analysis
A Virtual Environment Testbed for Training Laparoscopic Surgical Skills
Presence: Teleoperators and Virtual Environments
Virtual Reality-Based Simulation of Endoscopic Surgery
Presence: Teleoperators and Virtual Environments
The point collocation-based method of finite spheres (PCMFS) for real time surgery simulation
Computers and Structures
Haptic simulation of linear elastic media with fluid pockets
HAPTICS'04 Proceedings of the 12th international conference on Haptic interfaces for virtual environment and teleoperator systems
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
A velocity-dependent model for needle insertion in soft tissue
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
3D needle-tissue interaction simulation for prostate brachytherapy
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Friction Compensation for Enhancing Transparency of a Teleoperator With Compliant Transmission
IEEE Transactions on Robotics
Schemes for the identification of tissue types and boundaries at the tool point for surgical needles
IEEE Transactions on Information Technology in Biomedicine
Tissue property estimation and graphical display for teleoperated robot-assisted surgery
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Observations and models for needle-tissue interactions
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Mechanics of Flexible Needles Robotically Steered through Soft Tissue
International Journal of Robotics Research
Robot-Assisted Needle Steering Using a Control Theoretic Approach
Journal of Intelligent and Robotic Systems
Haptic simulator for prostate brachytherapy with simulated ultrasound
ISBMS'10 Proceedings of the 5th international conference on Biomedical Simulation
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Surgical simulators present a safe and potentially effective method for surgical training, and can also be used in robot-assisted surgery for pre-and intra-operative planning. Accurate modeling of the interaction between surgical instruments and organs has been recognized as a key requirement in the development of high-fidelity surgical simulators. Researchers have attempted to model tool-tissue interactions in a wide variety of ways, which can be broadly classified as (1) linear elasticity-based, (2) nonlinear (hyperelastic) elasticity-based finite element (FE) methods, and (3) other techniques not based on FE methods or continuum mechanics. Realistic modeling of organ deformation requires populating the model with real tissue data (which are difficult to acquire in vivo) and simulating organ response in real time (which is computationally expensive). Further, it is challenging to account for connective tissue supporting the organ, friction, and topological changes resulting from tool-tissue interactions during invasive surgical procedures. Overcoming such obstacles will not only help us to model tool-tissue interactions in real time, but also enable realistic force feedback to the user during surgical simulation. This review paper classifies the existing research on tool-tissue interactions for surgical simulators specifically based on the modeling techniques employed and the kind of surgical operation being simulated, in order to inform and motivate future research on improved tool-tissue interaction models.