Development of a google-based search engine for data mining radiology reports

Journal of Digital Imaging

Volumn 22, Issue 4, 2009, Pages 348-356

  Erinjeri, Joseph P ^a,b   Picus, Daniel ^a   Prior, Fred W ^a   Rubin, David A ^a   Koppel, Paul ^a  

^a WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b NEW YORK PRESBYTERIAN HOSPITAL   (United States)

Author keywords

Data mining; Google; HIPAA; Reports; Search engine

Indexed keywords

ADMINISTRATIVE TASKS; DATA REPOSITORIES; DATA-MINING TOOLS; DISK SPACE; EXTENSIBLE MARKUP LANGUAGE; GOOGLE; GOOGLE DESKTOP; HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACTS; HIPAA; HYPERTEXT MARKUP LANGUAGE; KEYWORD SEARCH; OPEN-SOURCE TECHNOLOGY; PRACTICAL EXTRACTION AND REPORT LANGUAGES; RADIOLOGY INFORMATION SYSTEM; RADIOLOGY REPORTS; REPORTS;

ENGINES; HEALTH INSURANCE; HYPERTEXT SYSTEMS; KNOWLEDGE MANAGEMENT; LINGUISTICS; MINING; ONLINE SEARCHING; QUERY LANGUAGES; RADIATION; RADIOLOGY; SEARCH ENGINES; USER INTERFACES; WEB BROWSERS; WINDOWS; WORLD WIDE WEB; XML;

MARKUP LANGUAGES;

ARTICLE; DATA EXTRACTION; DATA MINING; HEMANGIOENDOTHELIOMA; INFORMATION RETRIEVAL; MARKUP LANGUAGE; MEDICAL LITERATURE; PNEUMOTHORAX; PRIORITY JOURNAL; RADIOLOGY DEPARTMENT;

HUMANS; INFORMATION STORAGE AND RETRIEVAL; RADIOLOGY; RADIOLOGY INFORMATION SYSTEMS; UNITED STATES; USER-COMPUTER INTERFACE;

EID: 68049126218     PISSN: 08971889     EISSN: 1618727X     Source Type: Journal    
DOI: 10.1007/s10278-008-9110-7     Document Type: Article

References (33)

1. S Iwata RS Chen 2005 Science and the digital divide Science 310 405
2. JH Thrall 2005 Reinventing radiology in the digital age: part I. The all-digital department Radiology 236 382 385
3. DM Hynes G Stevenson C Nahmias 1997 Towards filmless and distance radiology Lancet 350 657 660
4. EP Tamm A Kawashima P Silverman 2001 An academic radiology information system (RIS): a review of the commercial RIS systems, and how an individualized academic RIS can be created and utilized J Digit Imaging 14 131 134
5. JH Thrall 2005 Reinventing radiology in the digital age. Part II. New directions and new stakeholder value Radiology 237 15 18
6. CI Meghea JH Sunshine 2005 Who's overworked and who's underworked among radiologists? An update on the radiologist shortage Radiology 236 932 938
7. R Steinbrook 2006 Searching for the right search-reaching the medical literature N Engl J Med 354 4 7
8. E Birney A Bateman ME Clamp TJ Hubbard 2001 Mining the draft human genome Nature 409 827 828
9. D Giustini 2005 How Google is changing medicine BMJ 331 1487 1488
10. JB O'Connor JF Johanson 2000 Use of the Web for medical information by a gastroenterology clinic population JAMA 284 1962 1964
11. R Greenwald 2005 And a diagnostic test was performed N Engl J Med 353 2089 2090
12. Hand DJ, Mannila P, Smyth P: Principle of Data Mining, Cambridge, MA: MIT, 2001
13. IM Mullins MS Siadaty J Lyman 2006 Data mining and clinical data repositories: insights from a 667,000 patient data set Comput Biol Med 36 1351 1377
14. DJ Nigrin IS Kohane 1998 Data mining by clinicians Proc AMIA Symp 1998 957 961
15. JC Prather DF Lobach LK Goodwin JW Hales ML Hage WE Hammond 1997 Medical data mining: knowledge discovery in a clinical data warehouse Proc AMIA Annu Fall Symp 1997 101 105
16. S Ananiadou DB Kell JI Tsujii 2006 Text mining and its potential applications in systems biology Trends Biotechnol 24 571 579
17. AM Cohen WR Hersh 2005 A survey of current work in biomedical text mining Brief Bioinform 6 57 71
18. DT Heinze ML Morsch J Holbrook 2001 Mining free-text medical records Proc AMIA Symp 2001 254 258
19. PM Roberts 2006 Mining literature for systems biology Brief Bioinform 7 399 406
20. T Bekhuis 2006 Conceptual biology, hypothesis discovery, and text mining: Swanson's legacy Biomed Digit Libr 3 2
21. M Scherf A Epple T Werner 2005 The next generation of literature analysis: integration of genomic analysis into text mining Brief Bioinform 6 287 297
22. C Schonbach T Nagashima A Konagaya 2004 Textmining in support of knowledge discovery for vaccine development Methods 34 488 495
23. L Sokol B Garcia J Rodriguez M West K Johnson 2001 Using data mining to find fraud in HCFA health care claims Top Health Inf Manage 22 1 13
24. Definitions: research. Title 45 Code of Federal Regulation, Pt. 46.102(d), 2000
25. Use and Disclosure for Treatment, Payment and Health Care Operations. Title 45 Code of Federal Regulation, Pt. 164.506, 2000
26. Definition: health care operations. Title 45 Code of Federal Regulation, Pt. 164.501(2), 2000
27. IRB review of research. Title 45 Code of Federal Regulation, Pt. 46.109, 2000
28. Reviews Preparatory to Research. Title 45 Code of Federal Regulation, Pt. 164.512(h)(i)(1)(ii), 2000
29. De-identification of protected health information. Title 45 Code of Federal Regulation, Pt. 164.514(a), 2000
30. A Magos P Gambadauro 2005 Desktop search engines: a modern way to hand search in full text Lancet 366 203 204
31. AC Smith 2003 Effect of XML markup on retrieval of clinical documents AMIA Annu Symp Proc 2003 614 618
32. NC Hulse RA Rocha R Bradshaw G Del Fiol L Roemer 2003 Application of an XML-based document framework to knowledge content authoring and clinical information system development AMIA Annu Symp Proc 2003 870
33. G Hripcsak JH Austin PO Alderson C Friedman 2002 Use of natural language processing to translate clinical information from a database of 889,921 chest radiographic reports Radiology 224 157 163