The algorithm uses the Segment Addition Postulate as a major tool for accelerating the pre-clustering stage. The incremental approach makes it suitable for partial clustering of streaming data while collecting it. The Second stage merges these pre-clusters to produce the final set of Single Linkage...
Accurate and automatic assessments of body segment kinematics via wearable sensors are essential to provide new insights into the complex interactions between active lifestyle and fall risk in various populations. To remotely assess near-falls due to balance disturbances in daily life, current approaches...
In this study, a semi-analytical numerical method, the scaled boundary finite element method, is employed to investigate the time-dependent behaviour of pile foundations when subjected to ocean wave loads. Individual piles present steady-state vibrations at the same frequency as external waves consider...
We postulate that similar results will be found for other pathologies using these architectures. While we did not compare our models to those trained with multi-modal inputs, based on the high accuracy results of deep learning methods in FLAIR MRI, we were able to demonstrate that FLAIR is ...
Furthermore, none of the literature examined surgeon nerve sparing RARP experience as a confounder of functional outcomes; we postulate that patients with experienced and adept surgeons would benefit less from allograft placement compared to patients of less-experienced nerve sparing surgeons, although ...
We postulate that this reflects a shorter prodromal period in the lesion-led compared with other subtypes; The higher relapse rate and faster rate of disability progression may contribute to an early diagnosis15. Another possibility is that longer disease durations in the lesion-led subtype reflect ...
Line 117: You say “time-segment matching relies on the same stimulus class to train and test the alignment,” but this is not strictly true. Time-segment matching was introduced as a way to perform classification on a continuous naturalistic stimulus (e.g. a movie) that doesn’t have obv...
A substantial increase in the mechanical integrity of the scaffold will be necessary in order to withstand joint loads. Researchers have utilized crosslinking in the past to strengthen collagenous tissues, and we postulate that such methods will strengthen this orthopedic interface scaffold. Applicable ...
What makes the present study unique is that deep learning is used as the fundamental tool to concurrently segment and number the dentition as well as to reveal the treatment needed for the problematic teeth. Instead of identifying individual treatment methods, the developed algorithm is able to det...
The mechanisms by which HDAC3 functions to reduce gene expression in one cell type and augment it in another, however, have yet to be determined. We postulate that HDAC3 may recruit different effectors to either upregulate or downregulate transcription at the promoter depending on the local ...