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Takumi Okamoto,Tetsushi Koide,Anh-Tuan Hoang,Tatsuya Shimizu,Koki Sugi,Toru Tamaki,Bisser Raytchev,Kazufumi Kaneda,Shigeto Yoshida,Hiroshi Mieno,Kazufumi Kaneda 대한전자공학회 2015 ITC-CSCC :International Technical Conference on Ci Vol.2015 No.6
Recently, with the increase in the number of colorectal cancer patients, the computer-aided diagnosis (CAD) systems which support a doctor"s diagnosis are essential for early stage treatment. In this paper, we introduce a SVM hardware architecture for CAD system for colorectal endoscopic images with NBI magnification findings. Additionally, we also propose a pyramid style structure with multi-SVMs for effective diagnosis image segmentation.
Yuki Tokutsu,Wakako Umene-Nakano,Takahiro Shinkai,Reiji Yoshimura,Tatsuya Okamoto,Asuka Katsuki,Hikaru Hori,Atsuko Ikenouchi-Sugita,Kenji Hayashi,Kiyokazu Atake,Jun Nakamura 대한정신약물학회 2013 CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE Vol.11 No.1
Objective: Electroconvulsive therapy (ECT) has proven to be effective in treatment-resistant depression (TRD). In recent reports,70% to 90% of patients with TRD responded to ECT. However, post-ECT relapse is a significant problem. There are no studies investigating risk factors associated with reintroducing ECT in depressive patients after remission previously achieved with former ECT. The aim of the present study is to examine such risk factors using a sample of TRD patients. Methods: We conducted a chart review to examine patient outcomes and adverse events over short- and long-term periods. Forty-two patients met the criteria for major depressive disorder. Results: The response rate was 85.7% (36/42). There were no significant differences in the baseline characteristics of patients exhibiting remission, response or non-response. The rate of adverse events was 21.4% (9/42). Among 34 patients who were available for follow-up, 18 patients relapsed (relapse rate, 52.9%), and 6 patients were reintroduced to ECT. The patients’ age and age of onset were significantly higher in the re-ECT group than non re-ECT group. Conclusion: Our results suggest that older age and older age of onset might be considered for requirement of re-ECT after remission previously achieved with former ECT.