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Precise customer requirements acquisition is the primary stage of product conceptual design, which plays a decisive role in product quality and innovation. However, existing customer requirements mining approaches pay attention to the offline or online customer comment feedback and there has been little quantitative analysis of customer requirements in the analogical reasoning environment. Latent and innovative customer requirements can be expressed by analogical inspiration distinctly. In response, this paper proposes a semantic analysis-driven customer requirements mining method for product conceptual design based on deep transfer learning and improved latent Dirichlet allocation (ILDA). Initially, an analogy-inspired verbal protocol analysis experiment is implemented to obtain detailed customer requirements descriptions of elevator. Then, full connection layers and a softmax layer are added to the output-end of Chinese bidirectional encoder representations from Transformers (BERT) pre-training language model. The above deep transfer model is utilized to realize the customer requirements classification among functional domain, behavioral domain and structural domain in the customer requirement descriptions of elevator by fine-tuning training. Moreover, the ILDA is adopted to mine the functional customer requirements that can represent customer intention maximally. Finally, an effective accuracy of customer requirements classification is acquired by using the BERT deep transfer model. Meanwhile, five kinds of customer requirements of elevator and corresponding keywords as well as their weight coefficients in the topic-word distribution are extracted. This work can provide a novel research perspective on customer requirements mining for product conceptual design through natural language processing.
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Algoritmos , Semântica , Idioma , Processamento de Linguagem Natural , Resolução de ProblemasRESUMO
BACKGROUND: Acute pancreatitis (AP) is a common critical disease of the digestive system that is often associated with multiple complications. Vascular complications are relatively rare and are one of the causes of death. AP complicated with pulmonary embolism (PE) is even rarer, and there are no reports of AP complicated with PE in elderly patients. CASE SUMMARY: We describe a rare case of AP complicated with PE and review the literature. A 68-year-old woman was diagnosed with AP due to widespread abdominal pain. During the course of treatment, the patient had shortness of breath and progressively worsening dyspnea without chest pain or hemoptysis with a progressive increase in D-dimer and fibrin degradation product. Respiratory failure and right heart failure occurred, and refractory hypoxemia remained after mechanical ventilation. Plain chest computed tomography revealed a small amount of left pleural effusion and external pressure atelectasis in the lower lobe of the left lung but no findings that could lead to refractory hypoxemia. Color Doppler ultrasound indicated pulmonary hypertension and extensive venous thrombosis in the lower extremities. Chest computed tomography angiography finally suggested pulmonary thromboembolism. The patient's dyspnea symptoms disappeared after anticoagulation treatment. CONCLUSION: During the diagnosis and treatment of AP, it is necessary to dynamically monitor D-dimer and consider PE.
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AIM: To compare the efficacy of a session of extracorporeal shock wave lithotripsy (ESWL) before endoscopic retrograde cholangiopancreatography (ERCP) vs ERCP only for problematic and large common bile duct (CBD) stones. METHODS: Adult patients with CBD stones for whom initial ERCP was unsuccessful because of the large size of CBD stones were identiï¬ed. The patients were randomized into two groups, an "ESWL + ERCP group" and an "ERCP-only" group. For ESWL + ERCP cases, ESWL was performed prior to ERCP. Clearance of the CBD, complications related to the ESWL/ERCP procedure, frequency of mechanical lithotripsy use and duration of the ERCP procedure were evaluated in both groups. RESULTS: There was no significant difference in baseline characteristics between the two groups. A session of ESWL before ERCP compared with ERCP only resulted in similar outcomes in terms of successful stone removal within the first treatment session (74.2% vs 71.0%, P = 0.135), but a higher clearance rate within the second treatment session (84.4% vs 51.6%, P = 0.018) and total stone clearance (96.0% vs 86.0%, P = 0.029). Moreover, ESWL prior to ERCP not only reduced ERCP procedure time (43 ± 21 min vs 59 ± 28 min, P = 0.034) and the rate of mechanical lithotripsy use (20% vs 30%, P = 0.025), but also raised the clearance rate of extremely large stones (80.0% vs 40.0%, P = 0.016). Post-ERCP complications were similar for the two groups. CONCLUSION: Based on the higher rate of successful stone removal and minimal complications, ESWL prior to ERCP appears to be a safe and effective treatment for the endoscopic removal of problematic and large CBD stones.
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Colangiopancreatografia Retrógrada Endoscópica/métodos , Ducto Colédoco/cirurgia , Cálculos Biliares/cirurgia , Litotripsia/métodos , Complicações Pós-Operatórias/epidemiologia , Idoso , China , Colangiopancreatografia Retrógrada Endoscópica/efeitos adversos , Ducto Colédoco/diagnóstico por imagem , Ducto Colédoco/patologia , Feminino , Cálculos Biliares/diagnóstico por imagem , Humanos , Litotripsia/efeitos adversos , Masculino , Pessoa de Meia-Idade , Duração da Cirurgia , Complicações Pós-Operatórias/etiologia , Estudos Prospectivos , Resultado do TratamentoRESUMO
This study aimed to examine the clinical efficacy of minimally invasive percutaneous catheter drainage (PCD) versus open laparotomy with temporary closure in the treatment of abdominal compartment syndrome (ACS) in patients with early-stage severe acute pancreatitis (SAP). Clinical data of 212 patients who underwent PCD and 61 patients who were given open laparotomy with temporary closure in our hospital over the last 10-year period were retrospectively analyzed, and outcomes were compared, including total and post-decompression intensive care unit (ICU) and hospital stays, physiological data, organ dysfunction, complications, and mortality. The results showed that the organ dysfunction scores were similar between the PCD and open laparotomy groups 72 h after decompression. In the PCD group, 134 of 212 (63.2%) patients required postoperative ICU support versus 60 of 61 (98.4%) in the open laparotomy group (P<0.001). Additionally, 87 (41.0%) PCD patients experienced complications as compared to 49 of 61 (80.3%) in the open laparotomy group (P<0.001). There were 40 (18.9%) and 32 (52.5%) deaths, respectively, in the PCD and open laparotomy groups (P<0.001). In conclusion, minimally invasive PCD is superior to open laparotomy with temporary closure, with fewer complications and deaths occurring in PCD group.
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Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Cateterismo , Métodos , Descompressão Cirúrgica , Métodos , Drenagem , Métodos , Hipertensão Intra-Abdominal , Cirurgia Geral , Procedimentos Cirúrgicos Minimamente Invasivos , Métodos , Pancreatite , Cirurgia Geral , Complicações Pós-OperatóriasRESUMO
Locally advanced pancreatic cancer is associated with a very poor prognosis. This study was performed to evaluate whether patients with locally advanced pancreatic cancer benefit from (125)I seed implantation. This retrospective study included 224 patients with locally advanced pancreatic cancer, with 137 patients (61.2%) in the implantation (IP) group and 87 (38.9%) in the non-implantation (NIP) group. The survival status, complications and objective curative effects were compared between the groups. The average operative time in the IP group was significantly longer than that in the NIP group (243±51 vs. 214±77 min). The tumor response rates were 9.5% and 0 at the 2nd month after surgery in the IP and NIP groups, respectively (P<0.05). The IP group exhibited a trend toward pain relief at the 6th month after surgery. The global health status scores of the IP group were higher than those of the NIP group at the 3rd and 6th month after surgery. The median survival time in the IP group was significantly longer than that in the NIP group. In conclusion, patients with locally advanced pancreatic cancer can benefit from (125)I seed implantation in terms of local tumor control, survival time, pain relief and quality of life.
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Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Stents Farmacológicos , Radioisótopos do Iodo , Usos Terapêuticos , Neoplasias Pancreáticas , Patologia , Radioterapia , Qualidade de Vida , Compostos Radiofarmacêuticos , Usos Terapêuticos , Análise de SobrevidaRESUMO
Locally advanced pancreatic cancer is associated with a very poor prognosis. This study was performed to evaluate whether patients with locally advanced pancreatic cancer benefit from (125)I seed implantation. This retrospective study included 224 patients with locally advanced pancreatic cancer, with 137 patients (61.2%) in the implantation (IP) group and 87 (38.9%) in the non-implantation (NIP) group. The survival status, complications and objective curative effects were compared between the groups. The average operative time in the IP group was significantly longer than that in the NIP group (243±51 vs. 214±77 min). The tumor response rates were 9.5% and 0 at the 2nd month after surgery in the IP and NIP groups, respectively (P<0.05). The IP group exhibited a trend toward pain relief at the 6th month after surgery. The global health status scores of the IP group were higher than those of the NIP group at the 3rd and 6th month after surgery. The median survival time in the IP group was significantly longer than that in the NIP group. In conclusion, patients with locally advanced pancreatic cancer can benefit from (125)I seed implantation in terms of local tumor control, survival time, pain relief and quality of life.
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This study aimed to examine the clinical efficacy of minimally invasive percutaneous catheter drainage (PCD) versus open laparotomy with temporary closure in the treatment of abdominal compartment syndrome (ACS) in patients with early-stage severe acute pancreatitis (SAP). Clinical data of 212 patients who underwent PCD and 61 patients who were given open laparotomy with temporary closure in our hospital over the last 10-year period were retrospectively analyzed, and outcomes were compared, including total and post-decompression intensive care unit (ICU) and hospital stays, physiological data, organ dysfunction, complications, and mortality. The results showed that the organ dysfunction scores were similar between the PCD and open laparotomy groups 72 h after decompression. In the PCD group, 134 of 212 (63.2%) patients required postoperative ICU support versus 60 of 61 (98.4%) in the open laparotomy group (P<0.001). Additionally, 87 (41.0%) PCD patients experienced complications as compared to 49 of 61 (80.3%) in the open laparotomy group (P<0.001). There were 40 (18.9%) and 32 (52.5%) deaths, respectively, in the PCD and open laparotomy groups (P<0.001). In conclusion, minimally invasive PCD is superior to open laparotomy with temporary closure, with fewer complications and deaths occurring in PCD group.
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OBJECTIVE: To investigate the relationship between glutathione S-transferase M1 (GSTM1), and T1 (GSTT1) genetic polymorphism and susceptibility to nasopharyngeal carcinoma (NPC) using meta-analysis method. METHODS: Data of published case-control studies on the relationship between GSTT1, GSTM1 genetic polymorphism and susceptibility to NPC were collected from EMBASE, PubMed, Web of Science, China Academic Journals Full-text Database, Chinese Biomedical Literature Database, and Wanfang Database. Meta-analysis was conducted using Revman 5.2 software. RESULTS: Nine studies were included for meta-analysis with a total of 1295 cases of NPC patients and 1967 control individuals. Meta-analysis showed that the risk of NPC was significantly higher in population with GSTM1 gene deletion (OR=1.43, 95% CI: 1.42-1.65; P<0.001). Similarly, the risk of NPC was significantly higher in Chinese population with GSTM1 gene deletion (OR=1.38, 95% CI: 1.18-1.62; P<0.001). We did not find association between GSTT1 gene deletion and NPC risk not only in total population (OR=1.32, 95% CI: 0.92-1.87; P=0.12), but in Chinese population (OR=1.41, 95% CI: 0.97-2.04; P=0.07). CONCLUSION: GSTM1 genetic polymorphism, but GSTT1, is associated with susceptibility to NPC.
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OBJECTIVE: To investigate the protein expression of matrix metalloproteinase 2 (MMP2) and its clinical significance in laryngeal cancer. METHODS: A comprehensive search for the related literature published in China and other countries was conducted in a variety of databases, including MEDLINE, Embase, China Academic Journals Full-text Database, Wanfang Data and VIP Database. A total of seven case-control studies were included in the final systematic assessment. A meta-analysis software program was used to statistically analyze the raw data from each study for the calculation of the pooled odds ratio (OR) and 95% confidence interval (95% CI). RESULTS: The meta-analysis indicated that, compared with normal laryngeal tissue, the MMP2 protein was highly expressed in the laryngeal cancer tissue [OR=21.67; 95% CI: 11.61-40.43; P<0.001]. Compared with highly differentiated laryngeal cancer, the MMP2 protein expression level was higher in the moderately and poorly differentiated laryngeal cancers [OR=0.25; 95% CI: 0.13-0.46; P<0.001]. Compared with laryngeal cancers without lymph node metastasis, the laryngeal cancers with lymph node metastasis exhibited a greatly elevated MMP2 protein expression [OR=0.25; 95% CI: 0.14-0.46; P<0.001]. CONCLUSION: High protein expression levels of MMP2 may play an important role in the tumorigenesis, progression and prognosis of laryngeal cancer.
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<p><b>OBJECTIVE</b>To investigate the inhibitory effect of cocoomyxa gloeobotrydifomis (CGD) on benign prostate hyperplasia (BPH) in aged rats and its underlying mechanism.</p><p><b>METHODS</b>Thirty SD male rats aged 21 months were equally randomized to three groups, aged control, low-dose CGD and high-dose CGD, the latter two groups fed on a diet with CGD at 50 and 100 mg per kg per d for 3 months, while the aged controls on normal laboratory chow. Another 10 3-month-old male rats were included in a young control group and fed on the same diet as the aged control rats. At the end of 3 months of CGD treatment, the prostates of all the rats were harvested and weighed. The histomorphological and interstitial changes of the prostatic tissue were observed by HE staining and Masson staining, respectively. The expressions of phosphorylated phosphoinositide-dependent kinase 1 (PDK1), phosphorylated Akt (Ser 473) and phosphorylated PTEN in the rat prostate were determined by Western blotting.</p><p><b>RESULTS</b>The wet weight and index of the prostate were significantly higher in the aged controls than in the young controls ([1 220 +/- 140] vs [550 +/- 60] mg, P < 0.01; 2.08 +/- 0.17 vs 1.94 +/- 0.10, P < 0.05). High-dose CGD significantly inhibited the increase in the prostatic wet weight and index of the aged rats ([1 080 +/- 97] mg and 1.85 +/- 0.16) as compared with the aged controls (P < 0.01 and P < 0.05). The epithelium and interstitium, particularly the latter, were evidently thicker in the aged control than in the CGD-treated rats. The protein levels of phosphorylated PDK1 and Akt were significantly enhanced, while that of phosphorylated PTEN remarkably down-regulated in the aged rats as compared with the young ones. The expressions of phosphorylated PDK1 and Akt were significantly decreased, whereas that of phosphorylated PTEN markedly increased in both the low-dose and high-dose CGD groups.</p><p><b>CONCLUSION</b>CGD can significantly inhibit BPH in aged rats through down-regulating the PI3K/Akt pathway.</p>
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Animais , Masculino , Ratos , Clorófitas , Química , Regulação para Baixo , Fosfatidilinositol 3-Quinases , Metabolismo , Polissacarídeos , Farmacologia , Próstata , Metabolismo , Hiperplasia Prostática , Tratamento Farmacológico , Metabolismo , Patologia , Proteínas Proto-Oncogênicas c-akt , Metabolismo , Ratos Sprague-DawleyRESUMO
This paper reports a novel synthesis of gefitinib starting from methyl 3-hydroxy-4-methoxybenzoate. The process starts with alkylation of the starting material, followed by nitration, reduction, cyclization, chlorination and two successive amination reactions. The intermediates and target molecule were characterized by 1H-NMR, 13C-NMR, MS and the purities of all these compounds were determined by HPLC. This novel synthetic route produced overall yields as high as 37.4%.
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Hidroxibenzoatos/química , Quinazolinas/síntese química , Antineoplásicos/síntese química , Antineoplásicos/química , Gefitinibe , Quinazolinas/químicaRESUMO
This study examined whether a traditional low-impact mind-body exercise, Tai Chi, affects health-related quality-of-life (HRQOL) and headache impact in an adult population suffering from tension-type headaches. Forty-seven participants were randomly assigned to either a 15 week intervention program of Tai Chi instruction or a wait-list control group. HRQOL (SF-36v2) and headache status (HIT-6trade mark) were obtained at baseline and at 5, 10 and 15 weeks post-baseline during the intervention period. Statistically significant (P < 0.05) improvements in favor of the intervention were present for the HIT score and the SF-36 pain, energy/fatigue, social functioning, emotional well-being and mental health summary scores. A 15 week intervention of Tai Chi practice was effective in reducing headache impact and also effective in improving perceptions of some aspects of physical and mental health.