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COVID TCL:A Joint Metric Loss Function for Diagnosing COVID-19 Patient in the Early and Incubation Period
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作者 Rui Wen Jie Zhou +2 位作者 Zhongliang Shen Xiaorui Zhang Sunil Kumar Jha 《Computer Systems Science & Engineering》 SCIE EI 2023年第10期187-204,共18页
Convolution Neural Networks(CNN)can quickly diagnose COVID-19 patients by analyzing computed tomography(CT)images of the lung,thereby effectively preventing the spread of COVID-19.However,the existing CNN-based COVID-... Convolution Neural Networks(CNN)can quickly diagnose COVID-19 patients by analyzing computed tomography(CT)images of the lung,thereby effectively preventing the spread of COVID-19.However,the existing CNN-based COVID-19 diagnosis models do consider the problem that the lung images of COVID-19 patients in the early stage and incubation period are extremely similar to those of the non-COVID-19 population.Which reduces the model’s classification sensitivity,resulting in a higher probability of the model misdiagnosing COVID-19 patients as non-COVID-19 people.To solve the problem,this paper first attempts to apply triplet loss and center loss to the field of COVID-19 image classification,combining softmax loss to design a jointly supervised metric loss function COVID Triplet-Center Loss(COVID-TCL).Triplet loss can increase inter-class discreteness,and center loss can improve intra-class compactness.Therefore,COVID-TCL can help the CNN-based model to extract more discriminative features and strengthen the diagnostic capacity of COVID-19 patients in the early stage and incubation period.Meanwhile,we use the extreme gradient boosting(XGBoost)as a classifier to design a COVID-19 images classification model of CNN-XGBoost architecture,to further improve the CNN-based model’s classification effect and operation efficiency.The experiment shows that the classification accuracy of the model proposed in this paper is 97.41%,and the sensitivity is 97.61%,which is higher than the other 7 reference models.The COVID-TCL can effectively improve the classification sensitivity of the CNN-based model,the CNN-XGBoost architecture can further improve the CNN-based model’s classification effect. 展开更多
关键词 Covid-19 diagnose convolutional neural networks XGBoost COVID triplet-center loss early and incubation COVID-19 patients
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Construction of the underlying circRNA-miRNA-mRNA regulatory network and a new diagnostic model in ulcerative colitis by bioinformatics analysis
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作者 Yu-Yi Yuan Hui Wu +2 位作者 Qian-Yun Chen Heng Fan Bo Shuai 《World Journal of Clinical Cases》 SCIE 2024年第9期1606-1621,共16页
BACKGROUND Circular RNAs(circRNAs)are involved in the pathogenesis of many diseases through competing endogenous RNA(ceRNA)regulatory mechanisms.AIM To investigate a circRNA-related ceRNA regulatory network and a new ... BACKGROUND Circular RNAs(circRNAs)are involved in the pathogenesis of many diseases through competing endogenous RNA(ceRNA)regulatory mechanisms.AIM To investigate a circRNA-related ceRNA regulatory network and a new predictive model by circRNA to understand the diagnostic mechanism of circRNAs in ulcerative colitis(UC).METHODS We obtained gene expression profiles of circRNAs,miRNAs,and mRNAs in UC from the Gene Expression Omnibus dataset.The circRNA-miRNA-mRNA network was constructed based on circRNA-miRNA and miRNA-mRNA interactions.Functional enrichment analysis was performed to identify the biological mechanisms involved in circRNAs.We identified the most relevant differential circRNAs for diagnosing UC and constructed a new predictive nomogram,whose efficacy was tested with the C-index,receiver operating characteristic curve(ROC),and decision curve analysis(DCA).RESULTS A circRNA-miRNA-mRNA regulatory network was obtained,containing 12 circRNAs,three miRNAs,and 38 mRNAs.Two optimal prognostic-related differentially expressed circRNAs,hsa_circ_0085323 and hsa_circ_0036906,were included to construct a predictive nomogram.The model showed good discrimination,with a C-index of 1(>0.9,high accuracy).ROC and DCA suggested that the nomogram had a beneficial diagnostic ability.CONCLUSION This novel predictive nomogram incorporating hsa_circ_0085323 and hsa_circ_0036906 can be conveniently used to predict the risk of UC.The circRNa-miRNA-mRNA network in UC could be more clinically significant. 展开更多
关键词 Circular RNAs RNA regulatory network Ulcerative colitis New predictive model BIOINFORMATICS diagnosE
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Fault Diagnosing System of Steam Generator for Nuclear Power Plant Based on Fuzzy Neural Networks
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作者 Ming-Yu Fu Xin-Qian Bian Ji Shi 《Journal of Marine Science and Application》 2002年第1期41-46,共6页
All kinds of reasons are analysed in theory and a fault repository combined with local expert experiences is establishedaccording to the structure and the operation characteristic of steam generator in this paper. At ... All kinds of reasons are analysed in theory and a fault repository combined with local expert experiences is establishedaccording to the structure and the operation characteristic of steam generator in this paper. At the same time, Kohonen algo-rithm is used for fault diagnoses system based on fuzzy neural networks. Fuzzy arithmetic is inducted into neural networks tosolve uncertain diagnosis induced by uncertain knowledge. According to its self-association in the course of default diagnosis. thesystem is provided with non-supervise, self-organizing, self-learning, and has strong cluster ability and fast cluster velocity. 展开更多
关键词 NEURAL NETWORK STEAM GENERATOR FUZZY FAULT diagnosing
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Perivascular epithelioid cell tumors of the liver misdiagnosed as hepatocellular carcinoma:Three case reports 被引量:2
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作者 Yan-Qi Kou Yu-Ping Yang +3 位作者 Wei-Xiang Ye Wei-Nan Yuan Shen-Shen Du Biao Nie 《World Journal of Clinical Cases》 SCIE 2023年第2期426-433,共8页
BACKGROUND Hepatic perivascular epithelioid cell neoplasms(PEComas)are rare.Diagnostic and treatment experience with hepatic PEComa remains insufficient.CASE SUMMARY Three hepatic PEComa cases are reported in this pap... BACKGROUND Hepatic perivascular epithelioid cell neoplasms(PEComas)are rare.Diagnostic and treatment experience with hepatic PEComa remains insufficient.CASE SUMMARY Three hepatic PEComa cases are reported in this paper:One case of primary malignant hepatic PEComa,one case of benign hepatic PEComa,and one case of hepatic PEComa with an ovarian mature cystic teratoma.During preoperative imaging and pathological assessment of intraoperative frozen samples,patients were diagnosed with hepatocellular carcinoma(HCC),while postoperative pathology and immunohistochemistry subsequently revealed hepatic PEComa.Patients with hepatic PEComa which is misdiagnosed as HCC often require a wider surgical resection.It is easy to mistake them for distant metastases of hepatic PEComa and misdiagnosed as HCC,especially when it’s combined with tumors in other organs.Three patients eventually underwent partial hepatectomy.After 1-4 years of follow-up,none of the patients experienced recurrence or metastases.CONCLUSION A clear preoperative diagnosis of hepatic PEComa can reduce the scope of resection and prevent unnecessary injuries during surgery. 展开更多
关键词 Perivascular epithelioid cell neoplasms Hepatocellular carcinoma Case report diagnosES COEXISTENCE
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Diagnosing Dysfunctional Coping in HIV-Infected Persons
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作者 O. H. Ezeh 《Open Journal of Medical Psychology》 2019年第2期36-43,共8页
Introduction: Dysfunctional coping may negatively affect the effectiveness of highly active anti-retro-viral therapy (HAART) to achieve viral suppression. Despite its negative effects on health outcomes, dysfunctional... Introduction: Dysfunctional coping may negatively affect the effectiveness of highly active anti-retro-viral therapy (HAART) to achieve viral suppression. Despite its negative effects on health outcomes, dysfunctional coping remains undiagnosed and untreated in HIV patients. Therefore, it would seem important to diagnose dysfunctional coping in HIV-patients in order to enable health care providers’ plan and execute intervention and treatment strategies in a population of HIV-patients/HIV-infected persons, to reduce health problems that may be associated with it. Aims/Objectives: 1) To identify elements of dysfunctional coping in HIV-patients. 2) To screen HIV-infective persons for dysfunctional coping. 3) To assess prevalence of dysfunctional coping among HIV-patients. 4) To assess association of duration of HIV-infection (survivability) with dysfunctional coping in HIV-infected persons. Methods: A cross-sectional descriptive study was carried out, to diagnose dysfunctional coping in HIV-infected patients. Subjects were HIV patients receiving HAART at Ahmadu Bello University Teaching Hospital (ABUTH), Zaria, Nigeria. Over 110 HIV-infected persons were screened for dysfunctional coping, using 28-item Brief Cope Questionnaire. Results: After various forms of statistical analyses were performed on the data, results indicate differing prevalent rates for the four key dimensions of dysfunctional coping derived from the Brief-cope questionnaire, used to measure dysfunctional coping in this study;Denial Coping, 68 (61.8 percent), Behavioral Disengagement Coping, 46 (41.8 percent), Substance Use Coping, 24 (21.8 percent), Self-Blame Coping, 61 (55.5 percent);and composite (Integrated/Combined) dysfunctional coping, 49 (44.5 percent). A total prevalence rate of 44.5 percent was reported. Altogether more than 60 percent of the HIV patients screened positive for one dimension of dysfunctional coping or the other. The qui-square analyses revealed an association of denial coping with duration of HIV-infection/survivability. Conclusion/Recommendation: Overall, the study was able to demonstrate that dysfunctional coping was quite common among HIV patients. Dysfunctional coping may be a determinant of health in HIV patients and significantly affect health outcome. It was therefore recommended that interventions focused on coping strategies be integrated into management of HIV patients in order to improve their psychological and physical wellbeing. 展开更多
关键词 HIV Patients HAART diagnosing DYSFUNCTIONAL COPING
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Detecting Lumbar Implant and Diagnosing Scoliosis from Vietnamese X-Ray Imaging Using the Pre-Trained API Models and Transfer Learning
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作者 Chung Le Van Vikram Puri +1 位作者 Nguyen Thanh Thao Dac-Nhuong Le 《Computers, Materials & Continua》 SCIE EI 2021年第1期17-33,共17页
With the rapid growth of the autonomous system,deep learning has become integral parts to enumerate applications especially in the case of healthcare systems.Human body vertebrae are the longest and complex parts of t... With the rapid growth of the autonomous system,deep learning has become integral parts to enumerate applications especially in the case of healthcare systems.Human body vertebrae are the longest and complex parts of the human body.There are numerous kinds of conditions such as scoliosis,vertebra degeneration,and vertebrate disc spacing that are related to the human body vertebrae or spine or backbone.Early detection of these problems is very important otherwise patients will suffer from a disease for a lifetime.In this proposed system,we developed an autonomous system that detects lumbar implants and diagnoses scoliosis from the modified Vietnamese x-ray imaging.We applied two different approaches including pre-trained APIs and transfer learning with their pre-trained models due to the unavailability of sufficient x-ray medical imaging.The results show that transfer learning is suitable for the modified Vietnamese x-ray imaging data as compared to the pre-trained API models.Moreover,we also explored and analyzed four transfer learning models and two pre-trained API models with our datasets in terms of accuracy,sensitivity,and specificity. 展开更多
关键词 Lumbar implant diagnosing scoliosis X-Ray imaging TRANSFER
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Carotid Doppler and transcranial Doppler in diagnosing transient ischemic attack: A healthy control
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作者 Huiling Chen Jinhua Qiu Hongying Liu 《Neural Regeneration Research》 SCIE CAS CSCD 2006年第3期283-285,共3页
BACKGROUND: If changes of hemodynamics in internal or external cranial artery and stenosis of atherosclerosis are found eady, patients with transient ischemic attack (TIA) may be treated at an eady phase so as to p... BACKGROUND: If changes of hemodynamics in internal or external cranial artery and stenosis of atherosclerosis are found eady, patients with transient ischemic attack (TIA) may be treated at an eady phase so as to prevent and decrease the onset of cerebral infarction. Carotid Doppler can analyze carotid canal wall, hemodynamic properties and stenosis, and changes of plaque morphology; however, transcranial Doppler (TCD) can evaluate vascular stenosis and occlusion and judge collateral circulation in cranium through detecting velocity and direction of blood flow. Can the association of them increase the diagnostic rate of TIA? OB3ECTIVE: To evaluate the effect of the association of carotid Doppler and TCD on TIA in internal carotid artery. DESIGN: Contrast observational study SETTING: Department of Neuroelectrophysiology, Central People's Hospital of Huizhou PARTICIPANTS: A total of 54 patients with TIA in internal carotid artery were selected from the Department of Neurology of Huizhou Central People's Hospital from May 2004 to June 2005. There were 35 males and 24 females aged 46-81 years. The clinical situation was asthenia of single limb, hemiplegia, anaesthesia of single upper or lower limb, hemianesthesia, sensory disorder and aphasia. The symptoms lasted for less than 2 hours. All cases were diagnosed with CT, and those who had pathological changes of acute cerebral infarction and history of cardiac disease were excluded. Additionally, 50 healthy subjects who were regarded as control group were selected from the Department of Neurology of Huizhou Central People's Hospital. There were 30 males and 20 females aged 45-80 years. All subjects were consent. METHODS: HD15000 color Doppler ultrasound (Philips Company, USA) and Muliti-DopX2 TCD (DWL Company, Germany) were used to detect hemodynamics, stenosis and distribution of atherosclerosis in carotid artery and internal carotid artery. Evaluation of marker: Stenosis was calculated by the ratio between the minimal cavity and vascular sectional area at the maximal site of plaque (mild: stenosis 〈 50%; moderate and severe: stenosis t〉 50%). With TCD, the following results were regarded as stenosis: blood velocity of average envelope 〉 120 cm/s (diagnostic criteria of vascular stenosis of basilar artery: blood velocity of average envelope 〉 80 cm/s), increase and segmental property of blood flow, and murmu of turbulent flow and vessel. MAIN OUTCOME MEASURES: Positive rate of atherosclerosis and incidence of stenosis with carotid Doppler and TCD. RESULTS: All 54 TIA patients and 50 healthy subjects were involved in the final analysis. ① Results of carotid Doppler: Atherosclerosis and stenosis were obvious in experimental group. Positive rate of atherosclerosis was 85% (46/54) and incidence of stenosis of carotid artery was 41% (22/54), which were higher than those in control group [52% (26/54), 41% (22/54), x^2 = 13.42, 10.90, P 〈 0.01]. ② Results of TCD: In experimental group, positive rate of atherosclerosis at base of skull was 89% (48/54) and incidence of stenosis of internal cranial artery was 48% (26/54), which were higher than those in control group [62% (31/50), 0, x^2 = 10.28, 32.00, P 〈 0.01]. Stenosis of artery was mainly involved in middle cerebral artery, initial segment and crotch of carotid artery. CONCLUSION: The association of carotid Doppler and TCD can increase clinically diagnostic rate of TIA and provide bases for apposition and intensity of TIA lesion. 展开更多
关键词 TIA Carotid Doppler and transcranial Doppler in diagnosing transient ischemic attack A healthy control
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Application of ^(18) F-FDG PET/CT Imaging in Diagnosing Bladder Tumor Metastasis Lesions
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作者 李杨 杨中青 +2 位作者 叶慧 齐琳 胡军武 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2013年第2期234-237,共4页
Bladder tumor is the most common malignant tumor in urinary system and always com- panied with lymph node metastasis. The accurate staging plays a significant role in treatment for bladder tumor and prognostic evaluat... Bladder tumor is the most common malignant tumor in urinary system and always com- panied with lymph node metastasis. The accurate staging plays a significant role in treatment for bladder tumor and prognostic evaluation, and the distant metastasis predicts worse prognosis. The objective of this study was to assess the clinical significance of 18F-FDG PET/CT imaging in diagnosing bladder tumor metastasis lesions. A retrospective analysis of 60 patients with bladder tumor from October 2008 to May 2010 was done. The patients were stratified based on the imaging technique. Among all 60 cases, besides the primary lesion, 81 suspected lesions were spotted and 73 confirmed as metastasis, including 50 lymph node metastases, 22 distant metastases, and 1 bone metastasis. For PET/CT imaging, its sensitivity was 94.5%, specificity 87.5%, positive predictive value 98.6%, negative predictive value 63.6% and accuracy 93.8% respectively. For CT, its sensitivity was 82.2%, specificity 50%, positive predictive value 93.8%, negative predictive value 23.5% and accuracy 79% respectively. PET/CT im- aging was superior to CT in sensitivity, specificity and accuracy. In conclusion, 18F-FDG PET/CT imaging is more significant in diagnosing bladder tumor metastasis lesions. 展开更多
关键词 PET FDG Application of F-FDG PET/CT Imaging in diagnosing Bladder Tumor Metastasis Lesions CT
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Auditory steady-state evoked response in diagnosing and evaluating hearing in infants
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作者 Fei Mai1, Xiaozhuang Zhang1, Qunxin Lai1, Yanfei Wu1, Nanping Liao2, Yi Ye3, Zhenghui Zhong4 1Auditory Center, Guangdong Maternal and Child Health Care Hospital, Guangzhou 510010, Guangdong Province, China 2Department of Child Health Care, Shunde Maternal and Child Health Care Hospital, Shunde 528300, Guangdong Province, China +1 位作者 3Department of Child Health Care, Nanhai Maternal and Child Health Care Hospital, Nanhai 528200, Guangdong Province, China 4Department of Child Health Care, Huadu District Maternal and Child Health Care Hospital, Guangzhou 510800, Guangdong Province, China 《Neural Regeneration Research》 SCIE CAS CSCD 2006年第9期825-828,共4页
BACKGROUND: Auditory steady-state evoked response (ASSR) is one of the new objective electrophysiological methods to test hearing in infants. It can provide a reliable and complete audiogram with specific frequency to... BACKGROUND: Auditory steady-state evoked response (ASSR) is one of the new objective electrophysiological methods to test hearing in infants. It can provide a reliable and complete audiogram with specific frequency to help the hearing diagnosis and rehabilitation of hearing and languaging following auditory screening. OBJECTIVE: To compare the response threshold of ASSR with auditory threshold of visual reinforcement audiometry (VRA) in infants failed in the hearing screening for investigating their hearing loss. DESIGN: A comparative observation. SETTINGS: Maternal and child health care hospitals of Guangdong province, Shunde city, Nanhai city and Huadu district. PARTICIPANTS: Totally 321 infants of 0-3 years undergoing ASSR test were selected from the Hearing Center of Guangdong Maternal and Child Health Care Hospital from January 2002 to December 2004. Informed consents were obtained from their guardians. There were 193 cases (60.2%) of 0-6 months, 31 cases (9.7%) of 7-12 months, 17 cases (5.3%) of 13-18 months, 14 cases (4.4%) of 19-24 months, 33 cases of 25-30 months, and 33 cases (10.2%) of 31-36 months. METHODS: ① The 321 infants failed in the hearing screening were tested under sleeping status, the ranges of response threshold distribution in ASSR of different frequencies were analyzed in each age group. ② The infants above 2 years old were also tested with VRA, and their response thresholds were compared between VRA and ASSR. ③ Evaluative standards: The response threshold was < 30 dB for normal hearing, 31-50 dB for mild hearing loss, 51-70 dB for moderate hearing loss, 71-90 dB for severe hearing loss, and > 91 dB for extremely severe hearing loss. MAIN OUTCOME MEASURES: ① ASSR results of the infants failed in the screening; ② Proportion of cases of each response threshold in each age group; ③ Comparison of ASSR response thresholds and VRA auditory thresholds in the infants of 2-3 years old. RESULTS: ①The response threshold was < 30 dB in 47.4% of the 321 infants failed in the initial hearing screening and secondary screening after 42 days. ② Severe to extremely severe hearing loss was detected in only 16 cases (8.3%) of the 193 infants of 0-6 months, in 9 cases (27.3%) of the 33 infants of 25-30 months, and 13 cases (39.4%) of the 33 infants of 31-36 months. Of the 193 infants of 0-6 months old who failed in the initial screening and the second screening after 42 days, the ASSR auditory threshold was < 30 dB in 97 cases (50.26%), 31-50 dB in 63 cases (32.6%), 51-70 dB in 17 cases (8.8%), 71-90 dB in 7 cases (3.6%), and > 91 dB in 9 cases (4.7%). ③ Among the 321 infants failed in the screening, the auditory threshold in the 6 age groups was < 30 dB in 47.4%, 31-50 dB in 27.1%, 51-70 dB in 8.4%, 71-90 dB in 6.2%, and > 91 dB in 10.9%. ④ The difference between ASSR response threshold and VRA auditory thresholds was 6-18 dB in the normal hearing group, mild and moderate hearing loss groups, and there was high correlation between them. The difference of ASSR and VRA thresholds was less than 5 dB between extremely severe and severe hearing loss groups, 5-13 dB between extremely severe and moderate-to-severe hearing loss groups (P < 0.05), and there was no significant differences between severe and moderate-to-severe hearing loss groups (P > 0.05). CONCLUSION: ① The hearing was normal in about half of the infants, although they failed in the primary screening and secondary screening. ② The proportion of the severity of hearing loss was increased along with aging. ③ Mild and moderate hearing losses are dominant in infants. ④ ASSR is reliable to evaluate the hearing of infants. 展开更多
关键词 ASSR Auditory steady-state evoked response in diagnosing and evaluating hearing in infants
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Teaching Strategy on Diagnosing and Removing Automobile’s Failure
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作者 Huimin Zhao Hong Shen Chun Chang 《Journal of Contemporary Educational Research》 2020年第3期11-13,共3页
:This article first analyzes the problems existing in the teaching about diagnosing and removing automobile’s failure,and then discusses some specific teaching strategies on diagnosing and removing automobile’s fail... :This article first analyzes the problems existing in the teaching about diagnosing and removing automobile’s failure,and then discusses some specific teaching strategies on diagnosing and removing automobile’s failure to provide some effective reference for the related staff. 展开更多
关键词 diagnosing and removing automobile’s FAILURE PROBLEMS TEACHING METHODS PRACTICAL TEACHING
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ZIZ-2 Vibration monitoring and diagnosing system for turbine generator units
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《Electricity》 1996年第1期53-53,共1页
ZJZ-2 system has the following functions: (1) Real-time on-line sampling and FFT analysis (32 channel); (2) Data aquisition, analysis and storage during start-up and shut-down; (3) Alarming, emergency recognition and ... ZJZ-2 system has the following functions: (1) Real-time on-line sampling and FFT analysis (32 channel); (2) Data aquisition, analysis and storage during start-up and shut-down; (3) Alarming, emergency recognition and fault retrieval; (4) Data aquisition, analysis and storage during daily operation; (5) Recall of historic data; (6) Output of routine reports and tables; (7) Analysis of vibration behaviour: Bode plot, polar plot, spectrum, cascade, waveform, shaft orbit, trend, etc; 展开更多
关键词 LINE ZIZ-2 Vibration monitoring and diagnosing system for turbine generator units
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Prediction System for Diagnosis and Detection of Coronavirus Disease-2019(COVID-19):A Fuzzy-Soft Expert System
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作者 Wencong Liu Ahmed Mostafa Khalil +1 位作者 Rehab Basheer Yong Lin 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第6期2715-2730,共16页
In early December 2019,a new virus named“2019 novel coronavirus(2019-nCoV)”appeared in Wuhan,China.The disease quickly spread worldwide,resulting in the COVID-19 pandemic.In the currentwork,we will propose a novel f... In early December 2019,a new virus named“2019 novel coronavirus(2019-nCoV)”appeared in Wuhan,China.The disease quickly spread worldwide,resulting in the COVID-19 pandemic.In the currentwork,we will propose a novel fuzzy softmodal(i.e.,fuzzy-soft expert system)for early detection of COVID-19.Themain construction of the fuzzy-soft expert systemconsists of five portions.The exploratory study includes sixty patients(i.e.,fortymales and twenty females)with symptoms similar to COVID-19 in(Nanjing Chest Hospital,Department of Respiratory,China).The proposed fuzzy-soft expert systemdepended on five symptoms of COVID-19(i.e.,shortness of breath,sore throat,cough,fever,and age).We will use the algorithm proposed by Kong et al.to detect these patients who may suffer from COVID-19.In this way,the present system is beneficial to help the physician decide if there is any patient who has COVID-19 or not.Finally,we present the comparison between the present system and the fuzzy expert system. 展开更多
关键词 Coronavirus disease-2019(COVID-19) fuzzy-soft expert system fuzzy expert system diagnosed results
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A Validated Model for the Imaging Diagnosis of Cystic Lung Disease
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作者 Wallace T. Miller Karen C. Patterson +22 位作者 Shweta Sood James E. Schmitt Arshad A. Wani Robert Borden Maya Galperin-Aisenberg Mary K. Porteus Michelle L. Hershman Michael Hewitt Jennifer Levy Victor D. Babatunde Tetiana Glushko Timothy J. Niesen Sergey Leshchinskiy Karine Sahakyan Keyur Desai Jennifer A. Gillman Sandeep Reddy Michael Shriver Nathaniel B. Linna Abass M. Noor Aysenur Buz Matthew E. Biron Scott Simpson 《Open Journal of Radiology》 2023年第1期42-57,共16页
Rationale and Objectives: Cystic lung disease may be accurately diagnosed by imaging interpretation of specialist radiologists, without other information. We hypothesized that with minimal training non-specialists cou... Rationale and Objectives: Cystic lung disease may be accurately diagnosed by imaging interpretation of specialist radiologists, without other information. We hypothesized that with minimal training non-specialists could perform similarly to specialist physicians in the diagnosis of cystic lung disease. Methods: 72 cystic lung disease cases and 25 cystic lung disease mimics were obtained from three sources: 1) a prospective acquired diffuse lung disease registry, 2) a retrospective search of medical records and 3) teaching files. Cases were anonymized, randomized and interpreted by 7 diffuse lung disease specialists and 15 non-specialist radiologists and pulmonologists. Clinical information other than age and sex was not provided. Prior to interpretation, non-specialists viewed a short PDF training document explaining cystic lung disease interpretation. Results: Correct first choice diagnosis of 85%-88% may be achieved by high-performing specialist readers and 71%-80% by non-specialists and lower-performing specialists, with mean accuracies in the diagnosis of LAM (91%, p Conclusion: With specific but limited training, non-specialist physicians can diagnose cystic lung diseases from CT appearance alone with similar accuracy to specialists, correctly identifying approximately 75% of cases. 展开更多
关键词 LYMPHANGIOLEIOMYOMATOSIS HISTIOCYTOSIS Langerhans-Cell Idiopathic Interstitial Pneumonias Birt-Hogg-Dube Syndrome Lung Diseases INTERSTITIAL diagnosES Differential
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Lithium mapping in a Mg-9Li-4Al-1Zn alloy using electron energy-loss spectroscopy
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作者 Yu Zhang Laure Bourgeois +3 位作者 Yu Chen Zhuoran Zeng Nick Birbilis Philip N.H.Nakashima 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2023年第4期1170-1179,共10页
Magnesium-lithium alloys with high lithium content have been attracting significant attention because of their low density,high formability and corrosion resistance.These properties are dependent on the distribution o... Magnesium-lithium alloys with high lithium content have been attracting significant attention because of their low density,high formability and corrosion resistance.These properties are dependent on the distribution of lithium,which is difficult to map in the presence of magnesium.In this work,a ratio spectrum-imaging method with electron energy-loss spectroscopy(EELS)is demonstrated,which enables the mapping of lithium.In application to LAZ941(Mg-9Li-4Al-1Zn in wt.%),this technique revealed that a key precipitate in the microstructure,previously thought by some to be Mg_(17)Al_(12),is in fact rich in lithium.This result was corroborated with a structural investigation by high-angle annular dark-field scanning transmission electron microscopy(HAADF-STEM),showing this phase to be Al_(1-x)Zn_(x)Li,with x<<1.This work indicates the potential offered by this technique for mapping lithium in materials. 展开更多
关键词 Lithium mapping Magnesium alloys Electron energy-loss spectroscopy(EELS) High-angle annular dark-field scanning transmission electron microscopy(HAADF-STEM)
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Infrastructure of Synchrotronic Biosensor Based on Semiconductor Device Fabrication for Tracking, Monitoring, Imaging, Measuring, Diagnosing and Detecting Cancer Cells
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作者 Alireza Heidari 《Semiconductor Science and Information Devices》 2019年第2期29-57,共29页
Copper Zinc Antimony Sulfide(CZAS)is derived from Copper Antimony Sulfide(CAS),a famatinite class of compound.In the current paper,the first step for using Copper,Zinc,Antimony and Sulfide as materials in manufacturin... Copper Zinc Antimony Sulfide(CZAS)is derived from Copper Antimony Sulfide(CAS),a famatinite class of compound.In the current paper,the first step for using Copper,Zinc,Antimony and Sulfide as materials in manufacturing synchrotronic biosensor-namely increasing the sensitivity of biosensor through creating Copper Zinc Antimony Sulfide,CZAS(Cu1.18Zn0.40Sb1.90S7.2)semiconductor and using it instead of Copper Tin Sulfide,CTS(Cu2SnS3)for tracking,monitoring,imaging,measuring,diagnosing and detecting cancer cells,is evaluated.Further,optimization of tris(2,2'-bipyridyl)ruthenium(II)(Ru(bpy)32+)concentrations and Copper Zinc Antimony Sulfide,CZAS(Cu1.18Zn0.40Sb1.90S7.2)semiconductor as two main and effective materials in the intensity of synchrotron for tracking,monitoring,imaging,measuring,diagnosing and detecting cancer cells are considered so that the highest sensitivity obtains.In this regard,various concentrations of two materials were prepared and photon emission was investigated in the absence of cancer cells.On the other hand,ccancer diagnosis requires the analysis of images and attributes as well as collecting many clinical and mammography variables.In diagnosis of cancer,it is important to determine whether a tumor is benign or malignant.The information about cancer risk prediction along with the type of tumor are crucial for patients and effective medical decision making.An ideal diagnostic system could effectively distinguish between benign and malignant cells;however,such a system has not been created yet.In this study,a model is developed to improve the prediction probability of cancer.It is necessary to have such a prediction model as the survival probability of cancer is high when patients are diagnosed at early stages. 展开更多
关键词 Synchrotronic Biosensor Copper Zinc Antimony Sulfide CZAS(Cu1.18Zn0.40Sb1.90S7.2)Semiconductor Photomultiplier Semiconductor Device TRACKING MONITORING IMAGING MEASURING diagnosing Detecting Cancer Cells Tris(2 2'-bipyridyl)ruthenium(II)(Ru(bpy)32+)
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随机离散事件系统基于动态观测的安全诊断研究
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作者 刘富春 周鹏 《工业工程》 2024年第1期96-103,共8页
现有随机离散事件系统研究大都是假设事件的可观测性是固定不变的,而许多实际应用系统中事件的可观测性往往与系统所处的状态有关。为此,本文提出一种动态观测下随机离散事件系统安全可诊断方法。引入一种动态观测,使每一个状态都有各... 现有随机离散事件系统研究大都是假设事件的可观测性是固定不变的,而许多实际应用系统中事件的可观测性往往与系统所处的状态有关。为此,本文提出一种动态观测下随机离散事件系统安全可诊断方法。引入一种动态观测,使每一个状态都有各自独立的可观事件;对动态观测下随机离散事件系统安全可诊断性进行形式化;推导出一个基于安全诊断器的动态观测下随机离散事件系统安全可诊断性的充分必要条件,实现动态观测下随机离散事件系统的故障安全诊断。 展开更多
关键词 随机离散事件系统 动态观测 安全诊断 诊断器自动机
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国家高性能计算环境运行状态诊断系统
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作者 赵一宁 肖海力 《数据与计算发展前沿》 CSCD 2024年第1期57-67,共11页
【目的】本文介绍了一种在大规模分布式运行环境中建立运行状态诊断系统的方法。【应用背景】为保障高性能计算环境的稳定运行,分析日志等环境数据是一种获取环境状态侧写和发现异常的重要途经。然而分析结果通常是文本和数字,对运维人... 【目的】本文介绍了一种在大规模分布式运行环境中建立运行状态诊断系统的方法。【应用背景】为保障高性能计算环境的稳定运行,分析日志等环境数据是一种获取环境状态侧写和发现异常的重要途经。然而分析结果通常是文本和数字,对运维人员来讲缺乏直观印象,不利于快速理解。【方法】我们建设了国家高性能计算环境运行状态诊断系统,它是一种对于目标计算环境的运行状态进行量化和可视化评判的系统,通过对于目标环境的信息收集、整理,进行不同角度的分项分析。【结果】各分析结果被集成为统一的环境运行状态分值,并采用可视化方法将其立体地表现出来,以便相关运维人员能够直观地获取环境信息和快速定位问题。【结论】整个环节绝大部分处理分析工作是由程序自动完成,环境运行状态诊断系统极大减少了人工操作量,为运维工作起到有效的支撑作用。 展开更多
关键词 状态诊断 数据处理 量化 可视化应用 高性能计算环境
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主诊医师负责制提升医疗质量管理水平的探究
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作者 杨柳 陈进军 李琼彬 《中国卫生标准管理》 2024年第7期76-79,共4页
主诊医师负责制这一医疗管理制度在医疗服务工作中扮演着举足轻重的角色。其核心在于明确主诊医师对患者诊疗全过程的直接责任,这不仅简化了医疗服务流程,提高了效率,还显著促进了医疗质量管理水平的提升。主诊医师负责制也强化了医师... 主诊医师负责制这一医疗管理制度在医疗服务工作中扮演着举足轻重的角色。其核心在于明确主诊医师对患者诊疗全过程的直接责任,这不仅简化了医疗服务流程,提高了效率,还显著促进了医疗质量管理水平的提升。主诊医师负责制也强化了医师的职业责任感和使命感,使他们更加关注患者的需求和满意度。文章将对主诊医师负责制的应用意义进行深入分析,并从医师培训与考核、诊疗流程优化、团队协作与沟通强化以及医疗质量管理机制完善等方面,探讨如何通过这一制度进一步提升医疗质量管理水平的实践策略,以期为广大医疗机构提供有益的参考和借鉴。 展开更多
关键词 主诊医师 负责制 医疗质量 质量管理 管理水平 责任制
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16例膀胱肉瘤样癌临床病理特征及疗效分析
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作者 庞月文 闫永吉 +9 位作者 贾通宇 李培哲 贺爽 韩思宇 钟然 赵世雨 时京 段珺耀 马鑫 巩会杰 《微创泌尿外科杂志》 2024年第1期41-44,共4页
目的:探讨膀胱肉瘤样癌患者的临床病理特征、诊疗及预后。方法:回顾性分析2006年12月至2017年12月我院收治的16例膀胱肉瘤样癌患者的临床病理及随访资料。结果:本组16例患者中男性11例,女性5例;平均年龄58岁。以肉眼血尿为主要临床表现... 目的:探讨膀胱肉瘤样癌患者的临床病理特征、诊疗及预后。方法:回顾性分析2006年12月至2017年12月我院收治的16例膀胱肉瘤样癌患者的临床病理及随访资料。结果:本组16例患者中男性11例,女性5例;平均年龄58岁。以肉眼血尿为主要临床表现。肿瘤最大直径范围为0.8~13cm。16例患者均行手术治疗,3例行经尿道膀胱肿瘤切除术,5例行膀胱部分切除术,8例行根治性膀胱切除术+尿流改道术。术后病理分期:T1N0M0期4例,T1N0M1期1例,T2aN0M0期3例,T2bN0M0期2例,T3bN0M1期1例,T4aN0M0期2例,T4aN0M1期1例,T4aN2M0期2例。13例获得随访,3例失访,随访时间4~149个月,中位随访时间32个月。6例患者死亡,中位生存时间为6.5个月;7例患者术后存活,中位生存时间为95个月。结论:膀胱肉瘤样癌是一种罕见恶性肿瘤,预后较差,尚无最佳治疗方案,早期诊断、早期治疗是患者获得较好预后的重要条件。 展开更多
关键词 膀胱肿瘤 肉瘤样癌 诊断 治疗 预后
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分割RCHOP方案在老年初治弥漫性大B细胞淋巴瘤中的疗效与安全性分析
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作者 陈子琪 李文琪 +4 位作者 孙金淼 常宇 柳喜洋 张明智 张蕾 《中国肿瘤临床》 CAS CSCD 北大核心 2024年第4期170-177,共8页
目的:探究分割利妥昔单抗(rituximab)+环磷酰胺(cyclophosphamide,CTX)+长春新碱(vincristine,VCR)+多柔比星(doxorubicin)+泼尼松(prednisone)的(RCHOP方案)治疗65~80岁初治弥漫性大B细胞淋巴瘤(diffuse large B-cell lymphoma,DLBCL)... 目的:探究分割利妥昔单抗(rituximab)+环磷酰胺(cyclophosphamide,CTX)+长春新碱(vincristine,VCR)+多柔比星(doxorubicin)+泼尼松(prednisone)的(RCHOP方案)治疗65~80岁初治弥漫性大B细胞淋巴瘤(diffuse large B-cell lymphoma,DLBCL)的疗效与安全性。方法:选取郑州大学第一附属医院2013年4月至2022年9月收治的137例65~80岁初治DLBCL患者,根据化疗方案的不同分为分割RCHOP组、足量RCHOP组和减量RCHOP样组3组。所有患者均以21天为1个周期,治疗4~8个周期。比较3组近期疗效、远期疗效和不良反应发生情况,分析患者无进展生存期(progressiom-free survival,PFS)及总生存期(overall survival,OS)的影响因素。结果:分割RCHOP组、足量RCHOP组和减量RCHOP样组的客观缓解率(overall respond rate,ORR)分别为89.7%、90.3%、86.1%,差异无统计学意义,分割RCHOP组的完全缓解率(complete respond rate,CRR)为64.1%高于减量RCHOP样组(33.3%),差异具有统计学意义(P=0.008),而与足量RCHOP组(66.1%)差别不大。生存曲线分析结果显示分割RCHOP组与足量RCHOP组的PFS和OS均无统计学差异。分割RCHOP组相比减量RCHOP样组改善了PFS(P=0.036),而两组的OS无统计学差异。多因素分析显示,国际预后指数(IPI)和分割RCHOP方案对DLBCL患者PFS均有显著性影响(均P<0.05),IPI评分对DLBCL患者OS具有显著性影响(P<0.001)。分割RCHOP组白细胞减少及3~4级白细胞减少的发生率低于足量RCHOP组,差异具有统计学意义(P=0.007、P=0.012),其余差异无统计学意义。结论:年龄在65~80岁的初治弥漫性大B细胞淋巴瘤患者中,分割RCHOP方案近期疗效、远期疗效及安全性、耐受性均良好。 展开更多
关键词 分割RCHOP 方案 初治弥漫性大B 细胞淋巴瘤 老年 疗效 安全性
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