Neural classifier construction using regularization, pruning and test error estimation

In this paper we propose a method for construction of feed-forward neural classifiers based on regularization and adaptive architectures. Using a penalized maximum likelihood scheme, we derive a modified form of the entropic error measure and an algebraic estimate of the test error. In conjunction with optimal brain damage pruning, a test error estimate is used to select the network architecture. The scheme is evaluated on four classification problems.     

建立模拟功能状态下的下颌骨三维有限元模型

本文在三维影像重建和三维有限元分析技术的基础上，建立了正常人和颞下颌关节疾病患者正中咬合时下颌骨的三维有限元模型。下颌骨螺旋ＣＴ和有限元模型三维重建影像的几何相似性良好，加载方式符合生理状况，比较真实地反映和模拟了功能状态下颞下颌关节与牙合的受力情况。为对颞下颌关节在各种状况下的生物力学行为进行分析和研究创造了条件。     

Effect of linoleic acid, linoleic acid anilide, and arachidonic acid on the expression of adhesion molecules on human neutrophils

The effects of linoleic acid, linoleic acid anilide, and arachidonic acid on the expression of CD11b/CD18, CD11c/CD18 integrins and l-selectin on human neutrophils were studied by flow cytometry in a whole blood assay. None of these compounds had any effect on the basal expression of CD11b, CD11c, or l-selectin in the concentration range of 20–100 μM. However, linoleic acid at a concentration of 1000 μM slightly up-regulated CD11b and CD11c by a factor of 2.1 and 1.7, respectively. Linoleic acid, linoleic acid anilide, and arachidonic acid did not affect the formyl-methionyl-leucyl-phenylalanine induced up-regulation of CD11b or CD11c. However, linoleic acid and linoleic acid anilide slightly inhibited the phorbol myristate acetate (PMA)-induced expression of CD11b, which was decreased by 27 and 21% at concentrations of 100 and 1000 μM, respectively. Likewise, arachidonic acid at 40 μM inhibited the PMA-induced expression of CD11b by 19%. Our results suggest that linoleic acid, linoleic acid anilide, and arachidonic acid do not dramatically affect the expression of leukocyte adhesion molecules in a whole blood assay. Received: 17 February 1997  / Accepted: 5 May 1997     

Pharmacokinetics of Controlled Release and Immediate Release Morphine Sulphate Tablets after a Single Dose and Multiple Doses in Chinese Volunteers

健康志愿者１０名，随机交叉口服硫酸吗啡控释片（ＣＲＭＳ）３０ｍｇ（３０ｍｇ×１）和硫酸吗啡普通片（ＩＲＭＳ）２０ｍｇ（１０ｍｇ×２），分别于服药前后各时点取静脉血，用ＧＣＭＳ测定血浆中吗啡含量。以药代软件程序处理，分别求得ＣＲＭＳ和ＩＲＭＳ的Ｃｍａｘ为１９．３８±３．８０和２１．２７±６．２１ｎｇ／ｍｌ；ｔｍａｘ为２．３６±０．３７ｈ和０．５５±０．１６ｈ；ｔ１／２β为３．５３±０．８７ｈ和３．０３±０．７４ｈ，曲线下面积ＡＵＣ为１４５．１５±１７．６５和９３．０８±１６．６５ｎｇ·ｈ／ｍｌ。癌症病人多次口服硫酸吗啡至稳态，ＣＲＭＳ和ＩＲＭＳ的峰浓度分别为２７．４３±０．３３ｎｇ／ｍｌ，２２．６８±０．１６ｎｇ／ｍｌ；谷浓度分别为１９．４５±１．４４ｎｇ／ｍｌ；１８．１４±０．４９ｎｇ／ｍｌ。     

中央空调冷却塔水中嗜肺军团菌的调查

目的：了解医院、宾馆空调冷却塔水中军团菌污染情况。方法：于2001年8月采集W市2家宾馆和4家医院的中央空调冷却塔水样，过滤空调冷却水的滤膜经盐酸处理后其处理液接种于GVPC平板，烛缸培养后选取可疑菌落进行生化试验、血清学试验并以PCR方法鉴定。结果：W市2家医院及1家星级宾馆的中央空调冷却塔水中分离到5株军团菌，2株为嗜肺军团菌血清1型（Lp1），2株为嗜肺军团菌血清5型（Lp5）。结论：应加强对医院、宾馆空调冷却塔水中军团菌的监测。     

纤维蛋白胶体外重建兔角膜上皮的实验研究

目的利用组织工程技术体外重建角膜上皮组织,为重建角膜表面提供良好的移植材料和方法。方法以等量凝血酶和纤维蛋白原作用生成的纤维蛋白胶为载体(实验组),种植兔角膜缘组织块,体外培养重建角膜上皮层,每天记录细胞生长覆盖面积,从生长特性、光镜特征、超微结构特点以及免疫细胞化学方面进行观察检测。结果角膜缘上皮细胞在纤维蛋白胶上黏附生长增殖,体外培养7d左右即形成单层上皮细胞,2周左右形成的复层上皮细胞与纤维蛋白胶构成角膜上皮组织经检测与生理状态下的角膜上皮组织相近。实验组与对照组(置盖玻片为载体)比较细胞生长覆盖面积第4天至第7天差异有显著性(P<0.05)。结论以纤维蛋白胶为载体,体外培养的角膜上皮组织片可作为眼表重建角膜上皮移植良好的来源。     

Radiological evaluation on allograft reconstruction of the acetabulum combined with supporting device in revision total hip replacement.

We reviewed the radiographs of 25 hips of 20 patients who had received revisions of the acetabular components of total hip replacement supplemented by allograft for bone defects. Bone defects in 20 hips (80%) were classified into type D (cranio-central defect) according to Itoman's classification. In eight, sockets were installed directly on the allografts (group A). A metallic supporting device was used for reinforcing the grafts in 17 hips (group B). The position of the acetabular socket was measured on a radiograph, taken immediately after revision surgery and again at the latest follow-up. Using a MEM template, cranial and central migrations were determined. Mean cranial migration in hips of group A was 3.6 mm. Group B was 0.2 mm. Maintenance of thickness of the allografts was 60.6% in the cranial region and 75% in the central in group A. In the hips of group B, however, almost 100% of the initial thickness was maintained cranially and centrally. Allograft reconstruction of acetabular bone defect in revision total hip replacement is a beneficial procedure. The remaining pelvic bone is usually in poor condition, therefore, it is necessary to ensure primary fixation by the metallic supporting device.     

国产Fogarty气囊导管对犬腹主动脉壁损伤的超微结构观察

为探讨国产Fogany导管的气囊直径大小及导管通过血管腔次数多少与动脉管壁急性损伤的关系,本文以14条犬为对象,研究了当Fogany导管气囊直径分别等于血管直径的1、1.5及2倍、导管通过血管腔1、2及3次时,该导管对犬腹主动脉壁所致的超微结构损伤改变。结果显示:气囊直径愈大,导管通过血管腔次数愈多,气囊对动脉内膜及肌层的损伤愈重;从轻微的内皮细胞损伤至内皮及内皮下组织的全部剥脱,以及中膜层平滑肌细胞受损,但大多数损伤局限于内膜层。本研究为此种国产Fogany气囊导管应用于临床提供了实验依据。     

下腹部多个真皮下血管网皮瓣在手外伤修复中的应用

目的：应用下腹部多个真皮下血管网皮瓣修复手外伤，方法：在下腹形成以旋髂浅血管为蒂的髂腰部皮瓣及以腹壁浅血管为蒂的下腹部皮瓣，二皮瓣共蒂形成双叶皮瓣，同时将其修薄，形成有轴心血管的真皮下血管网皮瓣，修复两指完全脱套伤。在下腹部形成多个真皮下血管网的任意皮瓣，修复多个指背皮肤缺损伴有肌腱及骨外露的创面。供区如不能直接拉拢缝合，可取断层皮片修复供区创面.结果：本组10例中，8例采用下腹部双叶真皮下血管网轴型皮瓣修复，2例采用下腹部真皮下血管网任意皮瓣修复，术后效果。结论：采用多个真皮下血管网皮瓣修复手外伤的创面，伤指不需并指，去脂，分指，术后外形佳，是目前较理想的修复手外伤的手术方法。