Text mining (TM) and natural language processing (NLP) have stirred interest within the
construction field, as they offer enhanced capabilities for managing and analyzing text …

Background Radiology reports are typically written in a free-text format, making clinical
information difficult to extract and use. Recently, the adoption of structured reporting (SR) …

We propose a novel task-agnostic in-domain pre-training method that sits between generic
pre-training and fine-tuning. Our approach selectively masks in-domain keywords, ie, words …

Objective Surgical registries play a crucial role in clinical knowledge discovery, hospital
quality assurance, and quality improvement. However, maintaining a surgical registry …

Massive open online courses (MOOCs) unlock the doors to free education for anyone
around the globe with access to a computer and the internet. Despite this democratization of …

Background: There is an increasing rate of procedures being performed for concomitant
injuries during anterior cruciate ligament (ACL) surgery. Few studies have examined risk …

Background: The rate of concomitant meniscal procedures performed in conjunction with
anterior cruciate ligament (ACL) reconstruction is increasing. Few studies have examined …

In this paper, we first constructed a knowledge tracking model and embedded a self-
attention mechanism to optimise the model and overcome the problem of data sparsity …

In order to effectively identify the type of partial discharge of SF6 gas-insulated switchgear
combinations and then to ensure the safe and stable operation of the equipment, a method …

The crossover operation in genetic algorithms can be conceptualized as information
exchange between individuals, represented as a network. These networks depict various …