A narrative review exploring the professional practice training requirement of therapeutic radiographers undertaking effective remote/telephone review clinics in place of face-to-face radiographer-led review clinics during the COVID-19 pandemic

Background and purpose: The COVID-19 pandemic has led to the introduction of alternative on-treatment and post-treatment radiographer-led review clinics in an attempt to protect patients, staff and the public. Pre-COVID, patient reviews were routinely undertaken face-to-face, led by therapeutic review radiographers with advanced practice qualifications and skills in radiotherapy symptom management, triage, referral and support services. During the COVID-19 pandemic, an alternative option has been to follow-up in the form of telephone reviews to reduce face-to-face exposure whilst continuing to manage patient radiotherapy treatment-related toxicities. The aim of the narrative review is to explore the subject of telephone reviews and how therapeutic review radiographers might need to adapt communication skills so that they can continue to effectively assess and manage radiotherapy patient treatment reactions remotely. Method and discussion: A narrative review was conducted using the SCOPUS database and 28 publications were included from 2013 to 2021. The review highlights a paucity of literature exploring specific telephone training for radiographers and other allied healthcare professionals. Experiences within medical and nursing programmes demonstrate that development and integration of training in this area is critical in preparing for patient interaction via telephone. Conclusion and implications for practice: Multiple teaching modalities including simulation are ideal for teaching telephone-specific skills and content, demonstrating improvement in student knowledge, competence and confidence. Less is known regarding whether this knowledge translates to an improved patient experience. Enhancements in education and training, guided by the Health and Care Professions Council, may be warranted to ensure that patients continue to receive the optimal quality of care in a world where remote reviews are likely to become commonplace. Patient-reported outcome measures might be utilized for future training evaluations to ensure that effective patient care is being maintained.

Marketing tourism and hotel management schools in the context of higher education globalization and student mobility through improved curriculum and industrial training offerings

Recent research from international statistics indicate an important flow of student mobility all over the world, creating a need to provide comprehensive information regarding educational institutions involved in the process. This study examines and compares tourism and hotel management (THM) programs at different levels, including the nature of programs offered, their curriculum, and internship components. A particular focus was given to the industrial training requirement as a core component of THM programs. Results showed both similarities and differences worldwide within the framework of the institutions compared. The findings may help all stakeholders in the education systems, including professionals, educators, students, and decision-makers alike.

Focused educational intervention improves intern knowledge of perioperative patient blood management principles

A perioperative patient blood management (PBM) educational intervention was implemented for first year postgraduate doctors (interns) at the Royal Brisbane and Women’s Hospital (RBWH) following identification of a perioperative PBM training requirement. This quality improvement activity evaluated the effectiveness of this educational intervention in improving intern knowledge of perioperative PBM principles.A 15-question perioperative PBM focused multiple choice questionnaire developed from information attained from comprehensive, evidence and consensus-based guidelines regarding PBM practice was distributed to interns immediately before a compulsory perioperative PBM educational intervention and then again 5 weeks later. The perioperative PBM educational intervention was delivered every 10 weeks (five interventions in total) to a different group of interns each time. Statistical analysis determined significance between mean questionnaire score before and after the intervention.The mean pre-intervention score for correctly answered questions was 7/15 (SD 2.73) and mean post-intervention score was 9/15 (SD 2.99) (p=0.02). Categorisation of questions into core domains of perioperative PBM demonstrated intern scores for correctly answered questions improved in all domains following the educational intervention.Perioperative PBM education delivered through a dedicated intervention aimed to improve knowledge is associated with objective evidence of educational benefits for interns at RBWH. It is an effective strategy to enact PBM governance and bestow clinical guideline knowledge. This is important given the global health sector’s challenge to improve patient outcomes despite increasingly restricted funding and pressure on doctors to devote more time to service and less to teaching.

Warrant Generation through Deep Learning

The warrant element of the Toulmin model is critical for fact-checking and assessing the strength of an argument. As implicit information, warrants justify the arguments and explain why the evidence supports the claim. Despite the critical role warrants play in facilitating argument comprehension, the fact that most works aim to select the best warrant from existing structured data and labelled data is scarce presents a fact-checking challenge, particularly when the evidence is insufficient, or the conclusion is not inferred or generated well based on the evidence. Additionally, deep learning methods for false information detection face a significant bottleneck due to their training requirement of a large amount of labelled data. Manually annotating data, on the other hand, is a time-consuming and laborious process. Thus, we examine the extent to which warrants can be retrieved or reconfigured using unstructured data obtained from their premises.

First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology

Background Competency-based medical education (CBME) has revolutionized approaches to training by making expectations more concrete, visible, and relevant for trainees. Designing, applying, and updating CBME requirements challenges residency programs, which must address many aspects of training simultaneously. This challenge also exists for educational regulatory bodies in creating and adjusting national competencies to standardize training expectations. We propose that an international approach for mapping residency training requirements may provide a baseline for assessing commonalities and differences. This approach allows us to take our first steps towards creating international competency goals to enhance sharing of best practices in education and clinical work. Methods We chose anesthesiology residency training as our example discipline. Using two rounds of content analysis, we qualitatively compared published anesthesiology residency competencies for the European Union (The European Training Requirement), United States (ACGME Milestones), and Canada (CanMEDS Competence By Design), focusing on similarities and differences in representation (round one) and emphasis (round two) to generate hypotheses on practical solutions regarding international educational standards. Results We mapped the similarities and discrepancies between the three repositories. Round one revealed that 93% of competencies were common between the three repositories. Major differences between European Training Requirement, US Milestones, and Competence by Design competencies involved critical emergency medicine. Round two showed that over 30% of competencies were emphasized equally, with notable exceptions that European Training Requirement emphasized Anaesthesia Non-Technical Skills, Competence by Design highlighted more granular competencies within specific anesthesiology situations, and US Milestones emphasized professionalism and behavioral practices. Conclusions This qualitative comparison has identified commonalities and differences in anesthesiology training which may facilitate sharing broader perspectives on diverse high-quality educational, clinical, and research practices to enhance innovative approaches. Determining these overlaps in residency training can prompt international educational societies responsible for creating competencies to collaborate to design future training programs. This approach may be considered as a feasible method to build an international core of residency competency requirements for other disciplines.

The Construction of Innovative Education Curriculum System for High School Students: Based on the Practice of “Workshop + Project” Innovative Education Curriculum of Zhengzhou No. 12 Middle School, China

Innovative education is a higher training requirement for education in the period of social transformation. It needs the education to cultivate talents with innovative consciousness and ability for the development of society. High school is critical for facilitating students’ innovative consciousness, innovative thinking, and innovative ability development. Aiming at the problems of insufficient resources, fragmentation of education, and simplification of evaluation in the current practice of innovative education, Zhengzhou No.12 Middle School integrates the characteristics of maker education and STEAM education to carry out the top-level selection, training, evaluation, and development of innovative talents. Formed an innovative education curriculum system that takes “Workshop + Project” as the starting point, relies on research learning courses, multi-dimensional evaluation as a guarantee, and integrates classroom teaching, club activities, project research, intellectual property rights, and expert guidance.

You Get What You Sow: High Fidelity Image Synthesis with a Single Pretrained Network

State-of-the-art image synthesis methods are mostly based on generative adversarial networks and require large dataset and extensive training. Although the model-inversion-oriented branch of methods eliminate the training requirement, the quality of the resulting image tends to be limited due to the lack of sufficient natural and class-specific information. In this paper, we introduce a novel strategy for high fidelity image synthesis with a single pretrained classification network. The strategy includes a class-conditional natural regularization design and a corresponding metadata collecting procedure for different scenarios. We show that our method can synthesize high quality natural images that closely follow the features of one or more given seed images. Moreover, our method achieves surprisingly decent results in the task of sketch-based image synthesis without training. Finally, our method further improves the performance in terms of accuracy and efficiency in the data-free knowledge distillation task.