In order to monitor the emotional state changes of audience on real-time and to adjust the music playlist, we proposed an algorithm framework of an electroencephalogram (EEG) driven personalized affective music recommendation system based on the portable dry electrode shown in this paper. We also further finished a preliminary implementation on the Android platform. We used a two-dimensional emotional model of arousal and valence as the reference, and mapped the EEG data and the corresponding seed songs to the emotional coordinate quadrant in order to establish the matching relationship. Then, Mel frequency cepstrum coefficients were applied to evaluate the similarity between the seed songs and the songs in music library. In the end, during the music playing state, we used the EEG data to identify the audience’s emotional state, and played and adjusted the corresponding song playlist based on the established matching relationship.
This paper introduces the development and changes of clinical practice guidelines based on the enlightenment of the Reporting Items for Practice Guidelines in Health Care (RIGHT), and provides policy recommendations.
To introduce the definition, applicable scenarios, methodology and examples of mixed methods systematic reviews, aiming to promote the application of mixed methods in China and to help clinical decision-makers to select appropriate qualitative results from systematic reviews to guide clinical practice.
China is facing the serious situation of 2019-novel coronavirus (2019-nCoV) infection. The health care institutions have actively participated in the prevention, diagnosis, and treatment of the disease. Proper regulation of in-hospital policy may help control virus spreading. We developed seven key clinical questions about the prevention and control of 2019-novel coronavirus infection in hospital, and provided recommendations based on the best available evidence and expert experience. We interpreted the recommendations for better feasibility in Chinese hospital. The current recommendations provide evidence and reference for the domestic medical institutions to reasonably adjust the hospital workflow during 2019-nCoV infection period..
During the coronavirus disease 2019 (COVID-19) epidemics, universities take responsibility for the health of their students and epidemic control. Our urgent recommendation focuses on four key questions of emergency management in universities following rigorous evidence-based approaches and provides timely suggestions to university managers, academic faculties and student affairs managers. We recommend universities during the COVID-19 epidemics should: 1) suspend offline lectures; 2) provide proper health education on the disease; 3) encourage face masks, however oppose using N95 masks on the campus; 4) encourage hand hygiene and provide sanitizing products on the campus.
ObjectiveTo provide recommendations for the management of intensive care unit patients without novel coronavirus disease 2019 (COVID-19).MethodsWe set up a focus group urgently and identified five key clinical issues through discussion. Total 23 databases or websites including PubMed, National Guideline Clearing-House, Chinese Center for Disease Control and Prevention and so on were searched from construction of the library until February 28, 2020. After group discussion and collecting information, we used GRADE system to classify the evidence and give recommendations. Then we apply the recommendations to manage pediatric intensive care unit in the department of critical care medicine in our hospital. ResultsWe searched 13 321 articles and finally identified 21 liteteratures. We discussed twice, and five recommendations were proposed: (1) Patients should wear medical surgical masks; (2) Family members are not allowed to visit the ward and video visitation are used; (3) It doesn’t need to increase the frequency of environmental disinfection; (4) We should provide proper health education about the disease to non-medical staff (workers, cleaners); (5) Medical staff do not need wear protective clothing. We used these recommendations in intensive care unit management for 35 days and there was no novel coronavirus infection in patients, medical staff or non-medical staff. ConclusionThe use of evidence-based medicine for emergency recommendation is helpful for the scientific and efficient management of wards, and is also suitable for the management of general intensive care units in emergent public health events.
Given the severe situation of coronavirus disease (COVID-19), the elderly, especially elderly patients with chronic diseases are the key populations for prevention and control. We developed recommendations of daily diets for elderly and the elderly patients with chronic diseases during the COVID-19 epidemic, based on the best available evidence and expert experiences. Levels of evidence and recommendations were determined by the method of the Oxford Centre for EBM Levels of Evidence (2001). These urgent recommendations aim to guide staffs in medical institutions to assist the elderly make sensible meal arrangements during this particular period.
The prevention and control of COVID-19 has entered a critical moment. “Disease control of 2019 novel coronavirus infection in hospital: West China urgent recommendation” based on the best available evidence and expert experience, provided emergency recommendations for key clinical issues in hospital prevention and control during the COVID-19 epidemic. This recommendation with strong reference value and timeliness is worth learning for hospital managers, sensory control personnel and medical staff at all levels. All medical institutions should establish an emergency response mechanism to accelerate the formation of medical teams and strengthen the protection of medical staff and hospital infection control. We should enhance the implementation of policy and reinforce risk assessment. It is essential to strengthen the implementation of various prevention and control measures as well as risk assessment so as to eventually win the battle of coronavirus infection as soon as possible.
Surgical innovation is an important part of surgical research and practice. The evaluation of surgical innovation through the stages is similar to those for drug development, but with important differences. The Idea, Development, Exploration, Assessment, and Long-term follow-up (IDEAL) Framework and Recommendations represent a new paradigm for the evaluation of surgical intervention and devices which was developed in 2009. The IDEAL is a five-stage framework involving the nature stages of surgical innovation, together with recommendations for surgical research pathway. The Framework and Recommendations were updated and published in 2019, which added a pre-IDEAL stage if necessary. The updated IDEAL also underlines the purpose, key question and ethical issues for each stage. In the first paper of IDEAL Framework and Recommendations series, we conducted a comprehensive introduction of IDEAL (e.g. the development, updates and application of IDEAL) to promote the dissemination and application of IDEAL in China.
ObjectiveThe clinical trial evidence and expert consensus in the airway management were systematically summarized in this guideline to provide clinical guidance for healthcare professionals.MethodsA total of 40 clinical questions were proposed by 32 experts, and 12 clinical questions were finally identified through the Delphi method and the PICO (patient, intervention, control, outcome) principle from 2019 to 2020. PubMed, Web of Science, Wanfang database and CNKI were searched from establishment of each database up to November, 2020. The evidence of 160 articles was graded according to GRADE method, including 18 in class A, 36 in class B, 69 in class C, and 37 in class D. Four symposiums were organized for discussion of the recommendations. Finally, 23 recommendations were made for these 12 clinical questions, among which 10 were strongly recommended and 13 were weakly recommended.ResultsSmoking cessation for at least 4 weeks, pulmonary function assessment and pulmonary rehabilitation exercise were recommended in the perioperative period, especially at least 1 week of pulmonary rehabilitation exercise for the patients with high risk factors. Anesthesia was maintained by inhalation or intravenous anesthesia. It was recommended to choose short acting drugs, monitor the depth of anesthesia and muscle relaxation during operation, and use protective ventilation strategy. Postoperative use of drugs and mechanical measures to prevent venous thromboembolism, the appropriate application of drainage tube, preemptive analgesia and multimodal analgesia for pain management were recommended. Inhaled corticosteroids with bronchodilators could be used in perioperative period to reduce airway hyperresponsiveness and postoperative cough.ConclusionFor perioperative airway management, smoking cessation, pulmonary function assessment and pulmonary rehabilitation exercise are recommended in the perioperative period. The rational use of anesthetic drugs and protective ventilation strategy are emphasized during the operations. Postoperative pain management and cough treatment should be strengthened, and drainage tube should be used properly.