TAILIEUCHUNG - Báo cáo y học: "Data mining of mental health issues of non-bone marrow donor siblings."

Tuyển tập các báo cáo nghiên cứu về y học được đăng trên tạp chí y học Wertheim cung cấp cho các bạn kiến thức về ngành y đề tài: Data mining of mental health issues of non-bone marrow donor siblings. | Takita et al. Journal of Clinical Bioinformatics 2011 1 19 http content 1 1 19 JOURNAL OF CLINICAL BIOINFORMATICS SHORT REPORT Open Access Data mining of mental health issues of non-bone marrow donor siblings 1 1 1 1 11 Morihito Takita Yuji Tanaka Yuko Kodama Naoko Murashige Nobuyo Hatanaka Yukiko Kishi Tomoko Matsumura1 Yukio Ohsawa2 and Masahiro Kami1 Abstract Background Allogenic hematopoietic stem cell transplantation is a curative treatment for patients with advanced hematologic malignancies. However the long-term mental health issues of siblings who were not selected as donors non-donor siblings NDS in the transplantation have not been well assessed. Data mining is useful in discovering new findings from a large multidisciplinary data set and the Scenario Map analysis is a novel approach which allows extracting keywords linking different conditions events from text data of interviews even when the keywords appeared infrequently. The aim of this study is to assess mental health issues on NDSs and to find helpful keywords for the clinical follow-up using a Scenario Map analysis. Findings A 47-year-old woman whose younger sister had undergone allogenic hematopoietic stem cell transplantation 20 years earlier was interviewed as a NDS. The text data from the interview transcriptions was analyzed using Scenario Mapping. Four clusters of words and six keywords were identified. Upon review of the word clusters and keywords both the subject and researchers noticed that the subject has had mental health issues since the disease onset to date with being a NDS. The issues have been alleviated by her family. Conclusions This single subject study suggested the advantages of data mining in clinical follow-up for mental health issues of patients and or their families. Keywords hematology transplantation data mining Scenario Map analysis physician-patient communication Introduction Allogeneic hematopoietic stem cell transplantation allo-HSCT has .

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