Modern schooling in Korea, which was officially established by law in 1949, is well known for its function as an engine of economic success in modern Korea. Although this fact seems to be world-wid...

Forecasting blood glucose values for patients can help prevent hypoglycemia and hyperglycemia events in advance. To this end, this study proposes an intelligent ensemble deep learning system to predict BG values in 15, 30, and 60 min prediction horizons based on historical BG values collected via continuous glucose monitoring devices as an endogenous factor and carbohydrate intake and insulin administration information as exogenous factors. Although there are numerous deep learning algorithms available, this study applied five algorithms, namely, recurrent neural network, (...) which is optimized for sequence data, and RNN-based algorithms, stacked LSTM, bidirectional LSTM, and gated recurrent unit). Then, a genetic algorithm was applied to the five prediction models to optimize their weights through ensemble techniques and to yield the final predicted BG values. The performance of the proposed model was compared to that of the autoregressive integrated moving average model as a baseline. The results show that the proposed model significantly outperforms the baseline in terms of the root mean square error and continuous glucose error grid analysis. For the valid 29 diabetic patients for the multivariate models, the RMSE was 11.08, 19.25, and 31.30 mg/DL for 15, 30, and 60 min PH, respectively. When the same data were applied to univariate models, the RMSE was 11.28, 19.99, and 33.13 mg/DL for 15, 30, and 60 min PH, respectively. Both the univariate and multivariate models showed a statistically significant difference compared with the baseline at a 5% statistical significance level. Instead of using a model with a single algorithm, applying a GA based on each output of a model with multiple algorithms was found to play a significant role in improving model performance. (shrink)

The World Medical Association has announced that a new revision process of the Declaration of Helsinki has been started. This article will identify the criticisms that have been made in the bioethics literature, particularly since the last revision. In addition, criticisms are discussed that were made in the literature even before the last revision and have not fallen silent. The plausibility of the recommendation for a change in the Declaration of Helsinki is examined.

1. Chosŏn sidae Kyŏnghak ŭi kwanchŏm kwa yŏnbyŏn -- 2. Han'guk Kyŏnghak yŏn'gu ŭi hoego wa chŏnmang -- 3. Han'guk Kyŏnghak ŭi chŏn'gae wa t'ŭkching -- 4. "Taehak" haesŏk ŭi yŏn'gu hyŏnhwang kwa hyangbang -- 5. Chosŏn sidae "Chungyong" haesŏk ŭi yangsang kwa t'ŭching : Tosŏl ŭl chungsim ŭro -- 6. Chosŏn chŏn'gi kyŏngsŏ haesŏk kwa Yi Hwang, Cho Sik ŭi Kyŏnghak -- 7. Chosŏn hugi Yŏngnam ŭi Kyŏnghak yŏn'gu wa sot'ong ŭi mosaek -- 8. Paekho Yun Hyu ŭi kyŏnghakkwan (...) -- 9. 18-segi ŭi haksul tonghyang kwa Yi Ik ŭi Kyŏnghak -- 10. Sŏngho Yi Ik "Taehak", "Chungyong" haesŏk. (shrink)

Written in the 1960s, TRUTH AND METHOD is Gadamer's magnum opus.

Written in the 1960s, TRUTH AND METHOD is Gadamer's magnum opus. Looking behind the self-consciousness of science, he discusses the tense relationship between truth and methodology. In examining the different experiences of truth, he aims to "present the hermeneutic phenomenon in its fullest extent.

First published in 1949 expressly to introduce logical positivism to English speakers. Reichenbach, with Rudolph Carnap, founded logical positivism, a form of epistemofogy that privileged scientific over metaphysical truths.

Reprinted 1999 by The Lawbook Exchange, Ltd. LCCN 98-32334. ISBN 1-886363-74-9. Cloth. $95. * Reprint of the first edition.

We must restrict to mere probability not only statements of comparatively great uncertainty, like predictions about the weather, where we would cautiously ...