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Prediction of effluent concentration in a wastewater treatment plant using machine learning models

Journal of Environmental Sciences 2015年第6期27卷 90-101页

作者： Hong Guo Kwanho jeong Jiyeon Lim jeongwon Jo Young Mo Kim Jong-pyo Park Joon Ha Kim Kyung hwa Cho School of Environmental Science and Engineering Gwangju Institute of Science and Technology (GIST) School of Urban and Environmental Engineering Ulsan National Institute of Science and Technology HECOREA. INC

Of growing amount of food waste, the integrated food waste and waste water treatment was regarded as one of the efficient modeling method. However, the load of food waste to the conventional waste treatment process might lead to the high concentration of total nitrogen（T-N） impact on the effluent water quality. The objective of this study is to establish two machine learning models-artificial neural networks（ANNs） and support vector machines（SVMs）, in order to predict 1-day interval T-N concentration of effluent from a wastewater treatment plant in Ulsan, Korea. Daily water quality data and meteorological data were used and the performance of both models was evaluated in terms of the coefficient of determination（R^2）, Nash-Sutcliff efficiency（NSE）, relative efficiency criteria（d rel）. Additionally, Latin-Hypercube one-factor-at-a-time（LH-OAT） and a pattern search algorithm were applied to sensitivity analysis and model parameter optimization, respectively. Results showed that both models could be effectively applied to the 1-day interval prediction of T-N concentration of effluent. SVM model showed a higher prediction accuracy in the training stage and similar result in the validation ***, the sensitivity analysis demonstrated that the ANN model was a superior model for 1-day interval T-N concentration prediction in terms of the cause-and-effect relationship between T-N concentration and modeling input values to integrated food waste and waste water treatment. This study suggested the efficient and robust nonlinear time-series modeling method for an early prediction of the water quality of integrated food waste and waste water treatment process.

关键词： Artificial neural network Support vector machine Effluent concentration Prediction accuracy Sensitivity analysis

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Multimodal imaging evaluation in staging of rectal cancer

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World Journal of Gastroenterology 2014年第15期20卷 4244-4255页

作者： Suk Hee Heo Jin Woong Kim Sang Soo Shin Yong yeon jeong Heoung-Keun Kang Department of Radiology Chonnam National University Hwasun HospitalChonnam National University Medical SchoolJeollanam-do 519-763South Korea Department of Radiology Chonnam National University HospitalChonnam National University Medical SchoolGwang-ju 501-757South Korea

Rectal cancer is a common cancer and a major cause of mortality in Western countries. Accurate staging is essential for determining the optimal treatment strategies and planning appropriate surgical procedures to control rectal cancer. Endorectal ultrasonography (EUS) is suitable for assessing the extent of tumor invasion, particularly in early-stage or superficial rectal cancer cases. In advanced cases with distant metastases, computed tomography (CT) is the primary approach used to evaluate the disease. Magnetic resonance imaging (MRI) is often used to assess preoperative staging and the circumferential resection margin involvement, which assists in evaluating a patient’s risk of recurrence and their optimal therapeutic strategy. Positron emission tomography (PET)-CT may be useful in detecting occult synchronous tumors or metastases at the time of initial presentation. Restaging after neoadjuvant chemoradiotherapy (CRT) remains a challenge with all modalities because it is difficult to reliably differentiate between the tumor mass and other radiation-induced changes in the images. EUS does not appear to have a useful role in post-therapeutic response assessments. Although CT is most commonly used to evaluate treatment responses, its utility for identifying and following-up metastatic lesions is limited. Preoperative high-resolution MRI in combination with diffusion-weighted imaging, and/or PET-CT could provide valuable prognostic information for rectal cancer patients with locally advanced disease receiving preoperative CRT. Based on these results, we conclude that a combination of multimodal imaging methods should be used to precisely assess the restaging of rectal cancer following CRT.

关键词： Rectal cancer Multimodality Imaging Staging Restaging

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Boost Up the Mechanical and Electrical Property of CNT Fibers by Governing Lyotropic Liquid Crystalline Mesophases with Aramid Polymers for Robust Lightweight Wiring Applications

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Advanced Fiber Materials 2023年第2期5卷 514-526页

作者： Ki‑Hyun Ryu jeong‑Gil Kim Dongju Lee Seo Gyun Kim Bon‑Cheol Ku Jun yeon hwang Kwang‑Un jeong Nam Dong Kim Dae‑Yoon Kim Functional Composite Materials Research Center Korea Institute of Science and TechnologyWanju 55324Republic of Korea Carbon Composite Materials Research Center Korea Institute of Science and TechnologyWanju 55324Republic of Korea Department of Polymer‑Nano Science and Technology Department of Nano Convergence EngineeringJeonbuk National UniversityJeonju 54896Republic of Korea Department of Chemical and Biomolecular Engineering Korea Advanced Institute of Science and TechnologyDaejeon 34141Republic of Korea

Monofilament type of polyaromatic amide(PA)and carbon nanotube(CNT)composite fibers is presented.A concept of a lyotropic liquid crystal(LLC)constructed via a spontaneous self-assembly is introduced to mitigate the extremely low com-patibility between PA and *** approaches provide an effective co-processing route of PA and CNT simultaneously to fabricate the uniform,continuous,and reliable composite fibers through a ***,the addition of a small amount PA into the dope solution of CNT governs the LLC mesophase not only in a spinneret stage but also in a coagulant ***,the developed PA/CNT composite fibers have the high uniaxial orientational order and the close interfacial packing compared to the pure CNT *** PA/CNT composite fibers achieve the outstanding tensile strength,electrical conductivity,and electrochemical response,while maintaining a *** also exhibit the chemical,mechanical,and thermal *** of these advantages can make flexible,sewable,and washable PA/CNT composite fibers ideal nanocomposite materials for use in next-generation information and energy transporting system by replacing conventional metal electrical conductors.

关键词： Carbon nanotube Aramid polymer Liquid crystal Composite fiber Electrical wire

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Delayed hypersensitivity reaction resulting in maculopapular-type eruption due to entecavir in the treatment of chronic hepatitis B

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World Journal of Gastroenterology 2014年第42期20卷 15931-15936页

作者： jeong Tae Kim Hye Won jeong Ki hwa Choi Tae Young Yoon Nohyun Sung Young Ki Choi Eun Ha Kim Hee Bok Chae Department of Internal Medicine College of Medicine and Medical Research Institute Chungbuk National University Department of Dermatology College of Medicine and Medical Research Institute Chungbuk National University Department of Pathology College of Medicine and Medical Research Institute Chungbuk National University Department of Microbiology College of Medicine and Medical Research Institute Chunguk National University

Several clinical trials have demonstrated the potent antiviral efficacy of entecavir (ETV), and this relatively new nucleoside analogue drug has rapidly become a frequently prescribed therapy for chronic hepatitis B (CHB) worldwide. While the studies have also shown a good overall safety profile for ETV, adverse drug reactions (ADRs) in patients with advanced cirrhosis have been reported and represent a broad spectrum of drug-induced injuries, including lactic acidosis, myalgia, neuropathy, azotemia, hypophosphatemia, muscular weakness, and pancreatitis, as well as immune-mediated responses (i.e., allergic reactions). Cutaneous ADRs associated with ETV are very rare, with only two case reports in the publicly available literature; both of these cases were classified as unspecified hypersensitivity allergic (type I) ADR, but neither were reported as pathologically proven or as evaluated by cytokine release analysis. Here, we report the case of a 45-year-old woman who presented with a generalized maculopapular rash after one week of ETV treatment for lamivudine-resistant CHB. The patient reported having experienced a similar skin eruption during a previous three-month regimen of ETV, for which she had self-discontinued the medication. Histopathological analysis of a skin biopsy showed acanthotic epidermis with focal parakeratosis and a perivascular lymphocytic infiltrate admixed with interstitial eosinophils in the papillary and reticular dermis, consistent with a diagnosis of drug sensitivity. A lymphocyte stimulation test showed significantly enhanced IL-4, indicating a classification of type IVb delayed hypersensitivity. The patient was switched to an adefovir-lamivudine combination regimen and the skin eruption resolved two weeks after the ETV withdrawal. This case represents the first pathologically and immunologically evidenced ETV-induced delayed type hypersensitivity skin reaction reported to date. Physicians should be aware of the potential, although rare, fo

关键词： Entecavir Delayed type hypersensitivity Maculopapular drug eruption Dermatology Adverse drug reaction Chronic hepatitis B

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Helmet-based noninvasive ventilation for acute exacerbation of chronic obstructive pulmonary disease: A case report

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World Journal of Clinical Cases 2020年第10期8卷 1939-1943页

作者： Mi hwa Park Min jeong Kim Ah Jin Kim Man-Jong Lee Jung-Soo Kim Division of Pulmonology Department of Internal MedicineInha University HospitalIncheon 22332South Korea Division of Critical Care Medicine Department of Internal MedicineInha University HospitalIncheon 22332South Korea

BACKGROUND Noninvasive ventilation(NIV)reduces intubation rates,mortalities,and lengths of hospital and intensive care unit stays in patients with acute exacerbation of chronic obstructive pulmonary disease(AECOPD).Helmet-based NIV is better tolerated than oronasal mask-based ventilation,and thus,allows NIV to be conducted for prolonged periods at higher pressures with minimal air *** SUMMARY A 73-year-old man with a previous diagnosis of COPD stage 4 was admitted to our medical intensive care unit with chief complaints of cough,sputum,and dyspnea of several days’*** 10 mo,he had been on oxygen at home by day and had used an oronasal mask-based NIV at *** intensive care unit admission,he breathed using respiratory accessory *** and signs of infection were detected,and infiltration was observed in the right lower lung field by chest ***,we diagnosed AECOPD by communityacquired *** admission,respiratory distress steadily deteriorated and invasive mechanical ventilation became ***,the patient refused this option,and thus,we selected helmet-based NIV as a salvage *** 3 d of helmet-based NIV,his consciousness level and hypercapnia recovered to his pre-hospitalization *** Helmet-based NIV could be considered as a salvage treatment when AECOPD patients refuse invasive mechanical ventilation and oronasal mask-based NIV is ineffective.

关键词： Acute exacerbation of chronic obstructive pulmonary disease Noninvasive ventilation Helmet Case report

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Characterization of transgenic mice expressing EGFP under the control of the monkey 20α-hydroxysteroid dehydrogenase promoter

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Science China(Life Sciences) 2018年第8期61卷 966-974页

作者： Chae-Won Park Seong-Keun jeong Tsevelmaa Nanjidsuren Munkhzaya Byambaragchaa Myung-hwa Kang Bo-Woong Sim Kwan-Sik Min Animal Biotechnology Graduate School of Future Convergence Technology Department of Animal Life Science Institute of Genetic Engineering Hankyong National University Department of Food Science and Nutrition Hoseo University National Primate Research Center Korea Research Institute of Bioscience and Biotechnology

To directly assess the molecular function of the monkey 20α-hydroxysteroid dehydrogenase （20α-HSD） promoter, we generated transgenic mice （tg） expressing enhanced green fluorescent protein （EGFP） under control of this promoter. We demonstrated that prostaglandin F2α induced 20α-HSD promoter activity in CHO cells in a dose-dependent manner. Furthermore, forskolin treatment markedly reduced 20α-HSD promoter activity, and prolactin exhibited weak inhibitory activity. The transgenic mouse obtained one positive founder male. The transgene was propagated in 10 successive generations without any notable defects to the progeny. EGFP and 20α-HSD in the tg mice were colocalized in the luteal cells of the ovary during late pregnancy. Strong EGFP and 20et-HSD protein signals were also detected in the adult testis. Immtmohistochemical analysis revealed high EGFP levels in the seminiferous epithelium, whereas 20α-HSD was expressed in the seminiferous tubules. Our data suggest that the ovaries in monkey and mouse exhibit similar expression patterns of 20α-HSD during pregnancy. However, the expression pattern of EGFP in tg mice testis slightly differed from that of the endogenous 20α-HSD. Further investigation is required to elucidate the functional mechanisms underlying regulation of the monkey 20α-HSD promoter in the tg mice.

关键词： transgenic mice EGFP monkey 20α-HSD promoter

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A review of rat models of periodontitis treated with natural extracts

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Journal of Traditional Chinese Medical Sciences 2020年第2期7卷 95-103页

作者： Kim jeong-Hyon Goo Bon-Hyuk Nam Sang-Soo Park yeon-Cheol Department of Clinical Korean Medicine Graduate SchoolKyung Hee UniversitySeoul02447Republic of Korea Department of Acupuncture&Moxibustion Kyung Hee University Korean Medicine HospitalSeoul05278Republic of Korea

Objective:To review treatment methods using natural extracts applied in rat models of periodontitis to establish a direction for the design of future ***:An electronic search of PubMed was carried out using the keywords“periodontitis,”“natural”,“extracts”,“herb*”,“plants”and“rats.”Articles were screened against inclusion and exclusion criteria by two independent *** describing the characteristics of rats,method of periodontitis inducement,extract administration,and outcome measures were extracted and analyzed by more than two authors ***:Of the 864 articles identified,33 studies were *** use of SpragueeDawley rats(51.2%)and male rats(90.9%)was *** most common experimental methods were ligature placement(72.7%)and oral administration(66.7%).Alveolar bone loss was evaluated mainly by photography(51.5%)and micro-computed tomography(39.4%).Factors related to bone remodeling and inflammatory processes,such as interleukin-1b,tumor necrosis factor-a,receptor activator of nuclear factor-kB,and osteoprotegerin,were also ***:Many diverse experimental periodontitis models have been ***,few articles observed bone formation,immune responses,antibacterial effects,and *** studies to assess natural extracts for the treatment of periodontitis should be robust and well-designed.

关键词： Natural extracts Periodontitis Rat models

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Exercise improves the effects of testosterone replacement therapy and the durability of response after cessation of treatment： a pilot randomized controlled trial

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Asian Journal of Andrology 2017年第5期19卷 602-607页

作者： Dae-yeon Cho jeong Kyun Yeo Seung Ik Cho Jae Eun Jung Sang Jin Yang Doo hwan Kong jeong Ku Ha Jin Goo Kim Min Gu Park Inje University Sanggye Paik Hospital Department of Urology Seoul Korea Inje University Seoul Paik Hospital Department of Urology Seoul Korea KonKuk University Medical Center Department of Orthopedics Seoul Korea Inje University Seoul Paik Hospital Department of Orthopedics Sports Medical Center Seoul Korea

The effects of the combination of exercise and TRT on symptoms of late-onset hypogonadism （LOH） and the durability of response after cessation of TRT were investigated. A total of fifty patients with erectile dysfunction （ED） who had a sedentary lifestyle and low serum total testosterone （T） levels were enrolled and followed for 20 weeks. Patients were randomly divided into two groups; all of them received T gel for 12 weeks and it was discontinued for 8 weeks. Patients assigned to Group II were offered a supervised exercise program for 20 weeks. Measurement of serological testing was performed and self-assessment questionnaires and Global Assessment Question （GAQ） were asked. Baseline characteristics and the initial symptom scores showed no significant difference between the two groups. Serum total T levels and the symptom scores were increased at 12 weeks in both groups, and Group II showed better results with statistical significance. There was a decrease in T levels and worsening of symptom scores at week 20 compared to week 12 in both groups, and Group II showed better results with statistical significance. On the GAQ, Group II showed higher ratio of ＂yes＂ at week 12 and the same tendency was sustained at week 20 with significant difference between two groups. The combination of exercise and TRT showed significant improvements in serum T levels and LOH symptoms compared to TRT alone. In addition, these improvements were maintained in the combination group with continuous exercise, even after cessation of TRT.

关键词： erectile dysfunction exercise hypogonadism testosterone

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Short health scale: A valid measure of health-related quality of life in Korean-speaking patients with inflammatory bowel disease

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World Journal of Gastroenterology 2017年第19期23卷 3530-3537页

作者： Soo-Kyung Park Bong Min Ko Hyeon jeong Goong jeong yeon Seo Sang Hyuk Lee Hae Lim Baek Moon Sung Lee Dong Il Park Division of Gastroenterology Department of Internal Medicine Kangbuk Samsung HospitalSungkyunkwan University School of Medicine Digestive Disease Center and Research Institute Department of Internal Medicine Soonchunhyang University School of Medicine

AIM To evaluate the short health scale(SHS),a new,simple,four-part visual analogue scale questionnaire that is designed to assess the impact of inflammatory bowel disease(IBD)on health-related quality of life(HRQOL),in Korean-speaking patients with *** The SHS was completed by 256 patients with Crohn’s disease(CD)and ulcerative colitis(UC).Individual SHS items were correlated with inflammatory bowel disease questionnaire(IBDQ)dimensions and with disease activity to assess ***-retest reliability,responsiveness and patient or disease characteristics with probable association with high SHS scores were *** Of 256 patients with IBD,139(54.3%)had UC and 117(45.7%)had *** correlation coefficients between SHS questions about"symptom burden","activities of daily living",and"disease-related worry"and their corresponding dimensions in the IBDQ ranged from0.62 to 0.71,compared with correlation coefficients ranging from-0.45 to-0.61 for their non-corresponding *** was a stepwise increase in SHS scores,with increasing disease activity in both CD and UC(all P values<0.001).Reliability was confirmed with test-retest correlations ranging from 0.68 to 0.90(all P values<0.001).Responsiveness was confirmed with the patients who remained in *** SHS scores remained unchanged,except for the SHS dimension"disease-related worry".In the multivariate analysis,female sex was associated with worse"general well-being"(OR=2.28,95%CI:1.02-5.08)along with worse disease *** The SHS is a valid and reliable measure of HRQOL in Korean-speaking patients with IBD.

关键词： Quality of life Inflammatory bowel disease Ulcerative colitis Crohn's disease Disease activity

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Transplantation of human adipose tissue-derived stem cells for repair of injured spiral ganglion neurons in deaf guinea pigs

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Neural Regeneration Research 2016年第6期11卷 994-1000页

作者： Sujeong Jang Hyong-Ho Cho Song-Hee Kim Kyung-hwa Lee Yong-Bum Cho Jong-Seong Park Han-Seong jeong Department of Physiology Chonnam National University Medical School Department of Otolaryngology Chonnam National University Medical School Department of Pathology Chonnam National University Medical School

Excessive noise, ototoxic drugs, infections, autoimmune diseases, and aging can cause loss of spiral ganglion neurons, leading to permanent sensorineural hearing loss in mammals. Stem cells have been confirmed to be able to differentiate into spiral ganglion neurons. Little has been reported on adipose tissue-derived stem cells（ADSCs） for repair of injured spiral ganglion neurons. In this study, we hypothesized that transplantation of neural induced-human ADSCs（NI-h ADSCs） can repair the injured spiral ganglion neurons in guinea pigs with neomycin-induced sensorineural hearing loss. NI-h ADSCs were induced with culture medium containing basic fibroblast growth factor and forskolin and then injected to the injured cochleae. Guinea pigs that received injection of Hanks＇ balanced salt solution into the cochleae were used as controls. Hematoxylin-eosin staining showed that at 8 weeks after cell transplantation, the number of surviving spiral ganglion neurons in the cell transplantation group was significantly increased than that in the control group. Also at 8 weeks after cell transplantation, immunohistochemical staining showed that a greater number of NI-h ADSCs in the spiral ganglions were detected in the cell transplantation group than in the control group, and these NI-h ADSCs expressed neuronal markers neurofilament protein and microtubule-associated protein 2. Within 8 weeks after cell transplantation, the guinea pigs in the cell transplantation group had a gradually decreased auditory brainstem response threshold, while those in the control group had almost no response to 80 d B of clicks or pure tone burst. These findings suggest that a large amount of NI-h ADSCs migrated to the spiral ganglions, survived for a period of time, repaired the injured spiral ganglion cells, and thereby contributed to the recovery of sensorineural hearing loss in guinea pigs.

关键词： guinea ganglion repair hearing adipose injured brainstem auditory neuronal cochlear

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