AI SearchClinical decision support system for human leucocyte antigen typing
Call Number: AIT Thesis no. IM-13-01 Material type:
SeriesSeries: Asian Institute of Technology. Thesis ; no. IM-13-01Publication details: Pathum Thani, Thailand : Asian Institute of Technology, 2013Description: 1 online resource (38 p.) : illSubject(s): Online resources: Dissertation note: Thesis (M.Eng.) - Asian Institute of Technology, 2013 Summary: HLA typing service in blood transfusion center of Srinagarind Hospital, Khon Kaen University is mainly to determine allele pair for each HLA locus which plays an important role in organ transplantation. Currently, the task is done manually, time-consuming and requires carefulness. To improve the service, this thesis proposed an automated interpretation system providing information to support lab technician to interpret the lab result. The system was implemented using nearest neighbor search algorithm to find the best matched allele pair for the lab result. For safety purpose, system testing was performed to verify the developed system. 313 HLA typing cases were used assamples to measure consistency rate. The result shows that the consistency rates between the system and technicians are high (>90%). For usability evaluation, we had two routine technicians tried the system, answered questionnaires and gave constructive feedback. All in all, users are satisfied with the developed system.
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Asian Institute of Technology Library AIT Publications | AIT Thesis no. IM-13-01 (Browse shelf(Opens below)) | 1 | Available | 30050120409981 | |||||||||||||
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20-AIT Publication
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Asian Institute of Technology Library AIT Publications | AIT Thesis no. IM-13-01 (Browse shelf(Opens below)) | 2 | Available | 30050120409999 | |||||||||||||
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Asian Institute of Technology Library Archives | AIT Thesis no. IM-13-01 (Browse shelf(Opens below)) | 1 | Available | 30050120401525 |
A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Information Management, School of Engineering and Technology
Thesis (M.Eng.) - Asian Institute of Technology, 2013
HLA typing service in blood transfusion center of Srinagarind Hospital, Khon Kaen University is mainly to determine allele pair for each HLA locus which plays an important role in organ transplantation. Currently, the task is done manually, time-consuming and requires carefulness. To improve the service, this thesis proposed an automated interpretation system providing information to support lab technician to interpret the lab result. The system was implemented using nearest neighbor search algorithm to find the best matched allele pair for the lab result. For safety purpose, system testing was performed to verify the developed system. 313 HLA typing cases were used assamples to measure consistency rate. The result shows that the consistency rates between the system and technicians are high (>90%). For usability evaluation, we had two routine technicians tried the system, answered questionnaires and gave constructive feedback. All in all, users are satisfied with the developed system.
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