In this research, we are working on the development of a hybrid model using LEACH based energy efficient and K-means based quick clustering algorithms to produce a new cluster scheme for WSNs with dynamic selection of the number of the clusters automatically. In the proposed method, finding an...
K-Hyperparameter Tuning in High-Dimensional Space Clustering:Solving Smooth Elbow Challenges Using an Ensemble Based Technique of a Self-Adapting Autoencoder and Internal Validation Indexesk-hyperparameter tuningHIGH-DIMENSIONALsmooth elbowk-means is a popular clustering algorithm because of its simplicity ...
For arthroscopy of the elbow to be safe and effective, the arthroscopist must develop a systematic and reproducible arthroscopic examination technique. We believe that the technique and the identification of anatomic structures described in this article provide a safe and reliable means of performing ...
Despite this minor limitation, the overall results underscore the effectiveness of this approach in accurately identifying the various elbow movements, highlighting the potential of their technique for practical applications. To evaluate the effect of the number of trials in overall classification accuracy,...
P Meluzinová,L Kopp,K Edelmann,P Obruba,J Avenarius 摘要: The aim was to determine indication criteria for use of arthroscopy in the treatment of post-traumatic changes in the elbow joint, to present the surgical technique and to evaluate the results of a prospective study involving early ...
The feasibility of our new technique requires sufficient triceps tendon length to complete the osseo-tendonous ring. The length required is the sum of three sections (Figure 7). The first part (A) is the insertion on the olecranon. The second (B) is the intra-articular portion which passes...
Ceramic lined pipe is made through self-propagating high-temperature synthesis (SHS) technique. 【H】 Cast basalt lined steel pipe Cast basalt lined steel pipe is composed by lined with cast basalt pipe, outside steel pipe and cement mortar filling between the two layers. 【H】 Ceramic Ti...
Systematic reviews by Heijink et al. (2016) and Kachooei et al. (2018) found that type of fixation, material, stem length, and polarity had similar incidence of implant revision, but the majority of studies included were limited to short- and mid-term follow-up [11, 14]. Additional ...
A new imaging technique for acute ankle ligament injuries. Am J Sports Med. 1994;22(6):855–8. 6. Callaway GH, Field LD, Deng XH, Torzilli PA, O'Brien SJ, Altchek DW, et al. Biomechanical evaluation of the medial collateral ligament of the elbow. J Bone Joint Surg Am. 1997;...
The elbow is divided into its radius of curvature and can be divided into a long radius elbow and a short radius elbow. The long radius elbow refers to the outer diameter of the tube whose radius of curvature is equal to 1.5 times, that is, R = 1.5D. A short radius elbow means that...