Abstract

Patients potentially suffer and are exposed to danger during invasive bronchoscopic diagnosis and surgery. In order to reduce this hazardous risk, we have developed an interactive virtual environment for the simulation of bronchoscopy (in short, called "virtual bronchoscopy"). Because of this state-of-the-art application, medical doctors can now obtain pre-operative information and perform pilot examinations in a virtual environment without any invasive or needless surgery. This 3D lung volume data of the patient is first acquired from CT and/or MRI scanning, without any pain being inflicted upon the patient. Then a vessel-tracking process is used to extract the patient's bronchial tree from the data. It is important to note that while manual tracking is tedious and labor-intensive, fully automatic tracking may not be as reliable in such a critical medical application. Thus a semi-automatic tracking technique called the Intelligent Path Tracker, which provides automation and sufficient user control during the tracking process, is most useful. This methodology is applied to a virtual bronchoscopy session, where doctors can use a 3D pen input device to navigate and visualize the bronchial tree of patients in a natural and interactive manner. To support an interactive frame rate, we also propose a new volume rendering acceleration technique, named IsoRegion Leaping. Through this technique visualization is further accelerated using a distributed rendering process based upon a TCP/IP network of low-cost PCs. Combining these approaches enables a 256x256x256 volumetric data representation of a human lung to be navigated and visualized at a frame rate of over 10 Hz in our virtual bronchoscopy system.

Highlights

  • The recent development of computer visualization technology meets the ever-growing need of more advanced tools for medical diagnoses, surgical operations, and training

  • We have developed a system for computer simulation of bronchoscopy, and this system provides interactive navigation capability, allowing the user to rapidly fly through the airway branches

  • In the subsequent iterations we look for larger IsoRegions and need not check all the 26-connected neighbors; rather only the eight diagonal-connected neighbors (CD) since this set of sub-IsoRegions supersedes the others

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Summary

Introduction

The recent development of computer visualization technology meets the ever-growing need of more advanced tools for medical diagnoses, surgical operations, and training. Another advantage is that trainees can learn and enhance their operative skill level through simulation techniques before working on human beings This system consists of two main sub-systems which include interactive visualization and navigation, as well as vessel tracking. He/she may want more detailed information, such as the appearance of an actual bronchoscope moving within an actual bronchial tube For this reason more constrained navigation is sometimes necessary. In order to extract the information about the bronchial tree, we have developed an intelligent path tracking sub-system which allows the doctor to track bronchial tubes accurately and conveniently. A semi-automatic approach has been implemented within the sub-system which allows the bronchial tube to be tracked This technique is more reliable than fully automatic tracking, as it allows the user to exercise some control.

Previous Work and Our Goals
IMAGE VIEW
NAVIGATION WITH 3D PEN
IsoRegion Leaping Acceleration
SPACE LEAPING
ISOREGION CONSTRUCTION
RAY TRAVERSAL
Distributed Volume Rendering
DATA AND TASK PARTITIONING
DYNAMIC LOAD BALANCING
Intelligent Path Tracking
COST FUNCTION
FINDING THE COST-MINIMIZED PATH
Conclusions

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