The thinking mode based on granule structure in granular computing essentially simulates the pattern of human thinking to solve problem. Such thinking for the study of knowledge discovery is also of significant importance in cognitive computing. Under such circumstances, the theory of multi-granularity formal concept analysis (MG-FCA) was proposed. But MG-FCA has not been applied to the analysis of three-dimensional data. Because three-dimensional data is very common and an important type of data in the real world, multi-granularity and knowledge discovery of three-dimensional data are two meaningful topics.
In this paper, in order to solve the problem of three-dimensional data granularity, the idea of granularity of attributes is first introduced into triadic contexts on the basis of the relationship between triadic concept analysis and formal concept analysis. Moreover, the definition of multi-granularity triadic context is proposed, and some useful properties are studied. Then, for the purpose of realizing cross-granularity knowledge discovery in multi-granularity triadic contexts, two kinds of triadic contexts are given. As a matter of fact, for a specific problem, people often only need a solution to meet their needs. Thus, the problem of optimal granule combination selection is investigated, and the corresponding algorithms are explored. At last, for better understanding, an example with certain semantics is used to explain the proposed methods for multi-granularity triadic contexts.
The main contribution as well as the significant feature of this study is to construct multi-level three-dimensional data structure and realize cross-granularity knowledge discovery. Our work will provide multi-granularity cognitive research method based on three-dimensional data.
OBJECTIVE: To evaluate the clinical utility of sonography with Doppler examination in the diagnosis and treatment of gestational trophoblastic disease (GTD). METHODS: A retrospective analysis of 355 cases of GTD seen over a 12-year period in 2 large university referral hospitals in China was performed. Clinical appearances, sonographic findings, Doppler waveforms, and patient outcomes were reviewed. Sonographic and Doppler examinations were performed to diagnose the presence of molar tissue, detect invasive disease, assess disease recurrence, and monitor the efficacy of chemotherapy. Doppler waveforms of 13 patients with normal early pregnancies were also examined for comparison. RESULTS: Of the 355 patients with GTD, 106 had a classic hydatidiform mole (CHM), 33 had a partial hydatidiform mole (PHM), 184 had an invasive hydatidiform mole (IHM), and 32 had choriocarcinoma. Sonography showed abnormal molar tissue confined to the endometrial cavity in all cases of CHM. In cases of IHM and choriocarcinoma, soft tissue invasion and cystic vascular spaces within the myometrium were shown. Cases of PHM had a thickened, hydropic placenta with a concomitant fetus. Doppler waveforms showed resistive indices of 0.55 (SD, 0.06) for CHM, 0.56 (SD, 0.04) for PHM, 0.28 (SD, 0.06) for IHM, 0.25 (SD, 0.05) for choriocarcinoma, and 0.66 (SD, 0.04) for normal pregnancies. The abnormal sonographic and Doppler findings in invasive disease resolved when chemotherapy was successful. CONCLUSIONS: Sonography and Doppler imaging were helpful in diagnosing GTD, in determining whether invasive disease was present, in detecting recurrence of disease, and in following the effectiveness of chemotherapy. 相似文献
AIM: To investigate the relationship between neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and type 2 diabetic retinopathy (DR).
METHODS: A total of 200 cases with type 2 diabetes mellitus were involved. All patients were divided into three groups according to the fundus examination: diabetes mellitus (DM, n=100), non-proliferative diabetic retinopathy (NPDR, n=62) and proliferative diabetic retinopathy (PDR, n=38). 100 healthy persons were selected as the normal control group (NCG, n=100). The related indicators, such as neutrophil count, lymphocyte count and platelet count, were measured.
RESULTS: The value of NLR was significantly higher in PDR group patients than in NC group (1.81), DM group (1.76) and NPDR group (1.85) (P<0.05). The value of PLR was significantly higher in PDR group patients (126.18) than in DM group (111.64) (P<0.05). Logistic regression analysis showed that age (β= -0.047) was protective factor, course of diabetes (β=0.071) and systolic blood pressure (β=0.024) were risk factors for diabetic retinopathy (P<0.05), but the value of NLR and PLR was not statistically significant in the Logistic regression analysis.
CONCLUSION: The value of NLR and PLR increased in the PDR group, but it is not independent risk factor for diabetic retinopathy. 相似文献
We retrospectively studied 32 consecutive patients (32 hips) who underwent THA with a Durom large-head, MOM articulation between January 2008 and December 2010. Of the patients who underwent THA using a Trilogy metal on polyethylene prosthesis during the same period, 32 were chosen to form the Trilogy group. 32 volunteers were chosen to form the control group. At the last follow-up, serum metal ion levels, liver and kidney function and host immunologic immune responses were evaluated. The mean Co and Cr levels in the Durom group were 4.33- and 1.95-fold higher than those in the Trilogy group. CD3 +, CD4 + and CD8 + cell levels in the Durom group were significantly decreased. The INF-γ level in the Durom group was significantly higher than that in the Trilogy and control groups. 相似文献