Text Mining in Radiological Data Records: An Unsupervised Neural Network Approach

Proceedings - 1st Asia International Conference on Modelling and Simulation: Asia Modelling Symposium 2007, AMS 2007

Volumn , Issue , 2007, Pages 329-333

  Claster, William ^a   Shanmuganathan, Subana ^a   Ghotbi, Nader ^a  

^a RITSUMEIKAN ASIA PACIFIC UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTERIZED TOMOGRAPHY; CONFORMAL MAPPING; DIAGNOSIS; FLOCCULATION; HEALTH RISKS; SELF ORGANIZING MAPS;

DIAGNOSTIC TOOLS; MEDICAL PRACTITIONER; MEDICAL RECORD; RADIOLOGY DEPARTMENTS; RAPID GROWTH; TEXT MINING; TEXT MINING TECHNIQUES; UNSUPERVISED NEURAL NETWORKS;

DATA MINING;

EID: 84963944012     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AMS.2007.101     Document Type: Conference Paper

References (9)

1. Nickoloff EL, Alderson PO. Radiation exposure to patients from CT: reality, public perception, and policy. Am J Roentgenol,177: 285-287, 2001.
2. Frush DP, Donnelly LF, Rosen NS. Computed tomography and radiation risks: what pediatric health care providers should know. Pediatrics, 112: 951-957, 2003.
3. Brenner DJ, Ellison CD, Hall EJ, Berdon WE. Estimated risks of radiation induced fatal cancer from pediatric CT. AJR, 176: 289-296, 2001.
4. Roebuck DJ. Risk and benefit in pediatric radiology. Pediatr Radiol, 29: 637-640, 1999.
5. Gotbi N, Morishita M, Ohtsuru A and Yamashita S. Evidence-based guidelines needed on the use of CT scanning in Japan. Japan Medical Association Journal. 2005, 48:451-457.
6. Berrington de González A, Darby S. Risk of cancer from diagnostic X-rays: estimates for the UK and 14 other countries. Lancet, 363: 345-351, 2004.
7. Shiralkar S, Rennie A, Snow M, Galland RB, et al. Doctors' knowledge of radiation exposure: questionnaire study. BMJ, 327: 371-372, 2005.
8. Ghotbi N, Ohtsuru A, Ogawa Y, Morishita M, Norimatsu N, Namba H, Moriuchi H, Uetani M & Yamashita S. Pediatric CT scan usage in Japan: results of a hospital survey. Radiation Medicine. 2006, 24:560-567.
9. Walsh S H. The Clinician's Perspective on Electronic Health Records. BMJ 2004; 328;1184-1187. doi:10.1136/bmj.328.7449.1184