OBJECTIVES (1) To conduct a scoping review of postgraduate specialty training (ST) curricula for doctors within Health Education England in order to identify common themes and variations in requirements for training and assessment of research competencies. (2) To make recommendations on standardisation of training for clinical research across ST programmes. SETTING Health Education England No...

We propose a keyword-boosted state-level minimum Bayes risk (sMBR) criterion for training DNN-HMM hybrid keyword search systems by enhancing acoustic detail of a given list of target keyword terms. The rationale behind the proposed discriminative training strategy is to place more acoustic modeling emphasis on states appearing in the given keywords. We observed a relative gain of 1.7 ~ 6.1% in ...

BACKGROUND Clinical trials play an important role in the generation of evidence-based data in health care practices. To ensure the credibility of data and the safety and well-being of the patients Good clinical practice (GCP) guidelines play an important role. At present, we have little knowledge about awareness of GCP guidelines among health care providers in India. AIM To assess the level o...

The accuracy of training-based activity recognition depends on the training procedure and the extent to which the training dataset comprehensively represents the activity and its varieties. Additionally, training incurs substantial cost and effort in the process of collecting training data. To address these limitations, we have developed a training-free activity recognition approach based on a ...

constipation in children is a common health problem affecting 0.7% to 29.6% children across the world. exact etiology for developing symptoms is not clear in children and the majority is considered to have functional constipation. alteration of rectal and pelvic floor function through the brain-gut axis seems to play a crucial role in the etiology. the diagnosis is often a symptom-based clinica...