• Journal of Information Processing Systems
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• 제20권2호
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• pp.149-158
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• 2024

Traditional manual identification of crop leaf diseases is challenging. Owing to the limitations in manpower and resources, it is challenging to explore crop diseases on a large scale. The emergence of artificial intelligence technologies, particularly the extensive application of deep learning technologies, is expected to overcome these challenges and greatly improve the accuracy and efficiency of crop disease identification. Crop leaf disease identification models have been designed and trained using large-scale training data, enabling them to predict different categories of diseases from unlabeled crop leaves. However, these models, which possess strong feature representation capabilities, require substantial training data, and there is often a shortage of such datasets in practical farming scenarios. To address this issue and improve the feature learning abilities of models, this study proposes a deep transfer learning adaptation strategy. The novel proposed method aims to transfer the weights and parameters from pre-trained models in similar large-scale training datasets, such as ImageNet. ImageNet pre-trained weights are adopted and fine-tuned with the features of crop leaf diseases to improve prediction ability. In this study, we collected 16,060 crop leaf disease images, spanning 12 categories, for training. The experimental results demonstrate that an impressive accuracy of 98% is achieved using the proposed method on the transferred ResNet-50 model, thereby confirming the effectiveness of our transfer learning approach.

• 의료법학
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• 제11권1호
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• pp.117-143
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• 2010

Along with the development of digital technologies, the information obtained during the medical procedures was working as a source of valuable assets. Especially, the secondary use of personal health information gives the ordeal to privacy protection problems. In korea, the usage of personal medical information is basically regulated by the several laws in view of general and administrative Act like Medicine Act, Public institutions' personal information protection Act, Information-Network Act etc. There is no specific health information protection Act. Health information exchange program for the blood donor referral related with teratogenic drugs and contagious disease and medical treatment reporting system for income tax convenience are the two examples of recently occurred secondary use of health information in Korea. Basically the secondary use of protected health information is depend on the risk-benefit analysis. But to accomplish the minimal invasion to privacy, we need to consider collection limitation principle first. If the expected results were attained with alternative method which is less privacy invasive, we could consider the present method is unconstitutional due to the violation of proportionality rule.

• The Plant Pathology Journal
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• 제30권2호
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• pp.151-158
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• 2014

Three double-stranded RNAs (dsRNAs), approximately 1.85, 1.65 and 1.27 kb in size, were detected in an isolate of Cytospora sacchari from Iran. Partial nucleotide sequence revealed a 1,284 bp segment containing one ORF that potentially encodes a 405 aa protein. This protein contains conserved motifs related to RNA dependent RNA polymerases (RdRp) that showed similarity to RdRps of partitiviruses. The results indicate that these dsRNAs represent a novel Partitivirus that we tentatively designate Cytospora sacchari partitivirus (CsPV). Treatment of the fungal strain by cyclohexamide and also hyphal tip culture had no effect on removing the putative virus. Phylogenetic analysis of putative RdRp of CsPV and other partitiviruses places CsPV as a member of the genus Partitivirus in the family Partitiviridae, and clustering with Aspergillus ochraceous virus 1.

• 시큐리티연구
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• 제4호
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• pp.29-46
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• 2001

This research is based on the protection of the social safty with the preventive measures against Creutzfedt-jakob's and Mad cow Disease which has been drawn an attention of the public. It also has Known as an epidemic with rapid transmission an severe conteminaton to hurt the health through beef. In this work, some fruitful suggestions have been made to prevent and to minimize the harms Creutzfedt-jakob's and Mad Cow Disease : 1) We should Pay attention to the prior preventive measures by detecting the modes and the causes of the contemination lute route ; 2) there should be a step to inoculate the cattles to provide non-conteminated fresh feed for cows ; and 3) a health official should be alert to prevent the rapid transmission to the public by breaking the infected route of it.

• Journal of Chest Surgery
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• 제13권4호
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• pp.394-404
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• 1980

During the period of June 1976 October 1980 131 cases of Open heart Surgery was performed at the National Medical Center in Seoul under the extracorpocal circulation. 77 cases were congenital heart disease and 54 were acquired heart disease. The age of the patients ranged between 2$\frac{1}{2}$ and 51 years. For all patients partial hemodilution technique and moderte hypothermia was used during extracorporeal circulation and cardioplegia was done for myocardial protection since April 1978. 41 of congenital cases were non-cyanotic group and 1 case died. 36 of congenital cases were cyanotic group and revealed very high mortiality rate (16 death, 39%). 53 of acquired cases were cases of valvular heart disease, 34 mitral (3 death), 1 aortic, 4 mitral with aortic 12 mitral with tricuspid (3 death), 2 triple valves (2 death), and revealed mortality rate of 15.1% (8 death). 1 of acquired cases were left atrial myxoma. There were 25 cases of operative death and over all motality rate was 19.1%.

• Journal of Ginseng Research
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• 제6권1호
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• pp.75-83
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• 1982

In this study it was found that the enzyme activities of diseased ginseng contributed greatly on the development of its root-rot disease. The 4i sensed ginseng showed higher activities of $\alpha$-amylase, p amylase, invertase, catalase, and cellulase than those of fresh one. The increased enzyme activities of diseased ginseng were originated in those from infected pathogens, which showed a proportional relationship between enzyme activities and root-rot power of them. The increases of enzyme activities during incubation of inoculated ginseng could be considerably depressed by controlling culture environments as to temperature below 4$^{\circ}C$, pH 8-9, and relative humidity about 60%, Some metal ions and organic reagents also inhibited the enzyme activities of diseased ginseng. But their inhibitory effects were not so great that they might be used to protect the disease.

• Journal of Chest Surgery
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• 제19권4호
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• pp.663-671
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• 1986

100 cases of open heart surgery were done in the Dept. of Thoracic and Cardiovascular Surgery, Won Kwang University Hospital from July, 1984 to October, 1986. l. Among the 100 cases, there were 51 cases [51%] of acyanotic congenital heart anomalies, 10 cases [10%] of cyanotic congenital heart anomalies and 39 cases [39%] of acquired heart disease. 2. The age distribution of 100 cases was 18 months to 56 years old and mean age was 10.8 years old in congenital heart anomalies and 34.7 years old of acquired heart disease. 3. The overall mortality was 8%. and the mortality in each entity is 5.9% in congenital acyanotic cases, 10% in congenital cyanotic cases and 10.3% in acquired valvular heart disease. 4. For myocardial protection, high concentration potassium of cold blood cardioplegic solution [30mEq/L] had been used, associated with topical cooling of ice-slush.

• 식물병연구
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• 제27권4호
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• pp.187-191
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• 2021

Wilt symptoms were frequently observed in Korean blackberry (Rubus coreanus) plants grown in farmers' fields located in Gochang and Jeongeup, Jeonbuk Province, Korea during disease surveys in July 2020. The disease occurred in 10 of the 13 fields surveyed in the two locations. The incidence of diseased plants in the fields was 5-80%. Seven isolates of Fusarium sp. were obtained from the diseased plants and examined for their morphological and molecular characteristics. All the isolates belonged to Fusarium oxysporum species complex based on the morphological characteristics but were identified as F. cugenangense based on the molecular characteristics. Two isolates of F. cugenangense were tested for pathogenicity on Korean blackberry plants by artificial inoculation. Pathogenicity of the two isolates on the plants was confirmed with the inoculation tests, which showed wilt symptoms similar to those observed in the diseased plants in the fields investigated. This is the first report of F. cugenangense causing Fusarium wilt in Korean blackberry.

• 식물병연구
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• 제18권4호
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• pp.331-337
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• 2012

감귤 검은점무늬병은 감귤 재배에 있어서 매우 중요한 병으로 감귤의 상품 가치를 떨어뜨리고 경제적 손실을 유발한다. 다른 감귤병과 마찬가지로 감귤 검은점무늬병 방제에는 주로 화학 농약이 사용된다. 최근 농약의 부작용 때문에 농약을 대체할 수 있는 방제 수단이 절실히 요구되고 있다. 본 연구에서는 감귤 검은점무늬병균 Diaporthe citri에 항균효과가 있는 식물근권세균 TRH423-3, MRL408-3, THJ609-3, TRH415-2을 선발하였다. 이들 세균의 감귤 검은점무늬병에 방제 효과가 있는지 알아보기 위해 감귤 잎에 전 접종한 후 감귤 검은점무늬병균을 접종하였다. 선발된 모든 식물근권세균이 감귤 검은점무늬병에 대해 방제 효과를 나타내었고 방제 정도는 식물근권세균의 균주에 따라 차이가 있었다. 감귤 검은점무늬병균을 접종한 후 추가로 식물근권세균을 접종하였더니 모든 처리구에서 방제 효과가 증진되었다. 한편, 식물근권세균 rDNA의 internal transcript spaces 염기서열을 분석한 결과 MRL408-3와 TRH423-3은 Burkholderia gladioli로, TRH415-2은 Pseudomons fluorescens로 그리고 THJ609-3은 Pseudomonas pudia로 동정되었다. 이들 선발된 식물근권세균은 화학적 방제 수단의 적용이 제한된 친환경 감귤 재배지에서 가치 있게 사용될 수 있을 것으로 판단된다.

• The Plant Pathology Journal
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• 제32권5호
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• pp.396-406
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• 2016

Continuous supplementation of mineral nutrients and salicylic acid (SA) as foliar application could improve efficacy in controlling basal stem rot (BSR) disease in oil palm seedling. It is revealed from the results that the highest disease severity index (58.3%) was recorded in T8 treatments at 9 months after inoculation. The best disease control was achieved by T7 treatments (calcium/copper/SA [Ca/Cu/SA]) (5.0%) followed by T1 (5.5%), T5 (5.8%), T3 (8.3%), T6 (8.3%), T4 (13.3%), and T2 (15.8%) treatments. Continuous supplementation of Ca/Cu/SA was found to be the most effective in controlling the disease and the high performance liquid chromatography results showed the detection of ergosterol at very low concentration in the treated samples. Moreover, the transmission electron microscopy analysis results clearly indicated that T7 treatment was also enhancing lignification, which was responsible for the thickness of the secondary cell walls and middle lamella compared to untreated samples. It was therefore, concluded that continuous supplementation of minerals nutrients and SA could effectively suppress disease severity by reducing ergosterol activity and also improve the process of lignification in the treated plants. Furthermore, this treatment also managed to delay the onset of BSR symptoms and promote the growth of the seedlings and eventually suppress the BSR disease.