Title:
DEVICE AND METHOD FOR CORRECTING MEDICAL TERM TYPOS
Document Type and Number:
WIPO Patent Application WO/2022/146126
Kind Code:
A1
Abstract:
A device and a method for correcting medical term typos are disclosed. The device comprises: a similarity analysis unit for analyzing the similarity between sorted typos and a correction candidate group generated by a pre-training embedding matrix and a specialized embedding matrix; and a data correction unit for correcting data determined to be typos according to the similarity analysis result. According to the present invention, atypical text data in a legally effective document written in the medical field and the health care industry is refined by using two or more word embedding matrices, and thus the limitations of different words being used by each medical institution can be overcome. In addition, currently generated typos and even typos that can be generated in the future can be corrected consistently.
Inventors:
JOO HYUNG JOON (KR)
HAN SUNG WON (KR)
SOHN JANG WOOK (KR)
KIM TAE-HYEONG (KR)
KIM JONG-HO (KR)
PARK SOO WAN (KR)
CHANG JUNHO (KR)
LEE JEONG MOON (KR)
KANG MINJI (KR)
HAN SUNG WON (KR)
SOHN JANG WOOK (KR)
KIM TAE-HYEONG (KR)
KIM JONG-HO (KR)
PARK SOO WAN (KR)
CHANG JUNHO (KR)
LEE JEONG MOON (KR)
KANG MINJI (KR)
Application Number:
PCT/KR2022/000061
Publication Date:
July 07, 2022
Filing Date:
January 04, 2022
Export Citation:
Assignee:
UNIV KOREA RES & BUS FOUND (KR)
International Classes:
G06F40/232; G06F16/215; G06F16/2458; G06N20/00; G16H15/00
Foreign References:
| KR20070098252A | 2007-10-05 | |||
| KR20130067660A | 2013-06-25 |
Other References:
LU CHRIS J, ARONSON ALAN R, SHOOSHAN SONYA E, DEMNER-FUSHMAN DINA: "Spell checker for consumer language (CSpell)", JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, ELSEVIER, AMSTERDAM, NL, vol. 26, no. 3, 1 March 2019 (2019-03-01), AMSTERDAM, NL , pages 211 - 218, XP055949285, ISSN: 1067-5027, DOI: 10.1093/jamia/ocy171
HIRST GRAEME, BUDANITSKY ALEXANDER: "Correcting real-word spelling errors by restoring lexical cohesion", NATURAL LANGUAGE ENGINEERING, CAMBRIDGE UNIVERSITY PRESS, CAMBRIDGE,, GB, vol. 11, no. 1, 29 December 2003 (2003-12-29), GB , pages 87 - 111, XP055949287, ISSN: 1351-3249, DOI: 10.1017/S1351324904003560
KHATTAK FAIZA KHAN; JEBLEE SERENA; POU-PROM CHLOé; ABDALLA MOHAMED; MEANEY CHRISTOPHER; RUDZICZ FRANK: "A survey of word embeddings for clinical text", JOURNAL OF BIOMEDICAL INFORMATICS, ACADEMIC PRESS, NEW YORK, NY, US, vol. 100, 1 January 2019 (2019-01-01), US , XP086727653, ISSN: 1532-0464, DOI: 10.1016/j.yjbinx.2019.100057
HIRST GRAEME, BUDANITSKY ALEXANDER: "Correcting real-word spelling errors by restoring lexical cohesion", NATURAL LANGUAGE ENGINEERING, CAMBRIDGE UNIVERSITY PRESS, CAMBRIDGE,, GB, vol. 11, no. 1, 29 December 2003 (2003-12-29), GB , pages 87 - 111, XP055949287, ISSN: 1351-3249, DOI: 10.1017/S1351324904003560
KHATTAK FAIZA KHAN; JEBLEE SERENA; POU-PROM CHLOé; ABDALLA MOHAMED; MEANEY CHRISTOPHER; RUDZICZ FRANK: "A survey of word embeddings for clinical text", JOURNAL OF BIOMEDICAL INFORMATICS, ACADEMIC PRESS, NEW YORK, NY, US, vol. 100, 1 January 2019 (2019-01-01), US , XP086727653, ISSN: 1532-0464, DOI: 10.1016/j.yjbinx.2019.100057
Attorney, Agent or Firm:
TAEBAEK INTELLECTUAL PROPERTY LAW FIRM (KR)
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