Name
Title | ||
|---|---|---|
High-performance computing service over the internet for intraoperative image processing. |
Abstract | ||
|---|---|---|
This paper presents a framework for a cluster system that is suited for high-resolution image processing over the Internet during surgery. The system realizes high-performance computing (HPC) assisted surgery, which allows surgeons to utilize HPC resources remote from the operating room. One application available in the system is an intraoperative estimator for the range of motion (ROM) adjustment in total hip replacement (THR) surgery. In order to perform this computation-intensive estimation during surgery, we parallelize the ROM estimator on a cluster of 64 PCs, each with two CPUs. Acceleration techniques such as dynamic load balancing and data compression methods are incorporated into the system. The system also provides a remote-access service over the Internet with a secure execution environment. We applied the system to an actual THR surgery performed at Osaka University Hospital and confirmed that it realizes intraoperative ROM estimation without degrading the resolution of images and limiting the area for estimations. |
Year | DOI | Venue |
|---|---|---|
2004 | 10.1109/TITB.2004.824740 | IEEE Transactions on Information Technology in Biomedicine |
Keywords | Field | DocType |
intraoperative rom estimation,data compression method,computer-assisted surgery,mes- sage-passing program,intraoperative estimator,osaka university hospital,high-performance computing,acceleration technique,rom estimator,hpc resource,range of motion rom estimation.,index terms—cluster computing,intraoperative image processing,actual thr surgery,high-performance computing service,cluster system,medical image processing,computation-intensive estimation,surgery,image processing,read only memory,range of motion,cluster computing,data compression,cpu,high performance computing,image resolution,message passing,indexing terms,motion estimation,concurrent computing,statistical analysis,acceleration,internet | Telemedicine,Computer vision,Supercomputer,Computer science,Image processing,Artificial intelligence,Data compression,Computer hardware,Image resolution,Message passing,Estimator,The Internet | Journal |
Volume | Issue | ISSN |
8 | 1 | 1089-7771 |
Citations | PageRank | References |
12 | 0.89 | 30 |
Authors | ||
9 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yasuhiro Kawasaki | 1 | 38 | 4.44 |
| Fumihiko Ino | 2 | 317 | 38.63 |
| Yasuharu Mizutani | 3 | 12 | 1.90 |
| Noriyuki Fujimoto | 4 | 280 | 25.23 |
| toshihiko sasama | 5 | 92 | 15.18 |
| Y. Sato | 6 | 112 | 13.30 |
| N. Sugano | 7 | 32 | 6.11 |
| S. Tamura | 8 | 47 | 6.75 |
| Kenichi Hagihara | 9 | 528 | 56.94 |