METHODS: In 2017-2019, up to 100 consecutive aerobic gram-negative LRTI isolates were collected per year at each of 37 hospitals. MICs were determined using the Clinical and Laboratory Standards Institute reference broth microdilution method.
RESULTS: Overall, ceftolozane/tazobactam was active against 72% of 1408 Enterobacterales and 86% of 761 P. aeruginosa isolates. Susceptibility to the non-carbapenem β-lactam comparators, including piperacillin/tazobactam, was 52-67% among Enterobacterales isolates, and the activity of all β-lactam comparators, including meropenem, was 57-70% among P. aeruginosa. Ceftolozane/tazobactam maintained activity against 61% of meropenem-nonsusceptible and 64% of piperacillin/tazobactam-nonsusceptible P. aeruginosa isolates. At the country-level, ceftolozane/tazobactam activity ranged from >90% against Enterobacterales isolates from Hong Kong and South Korea to <64% in Thailand and Vietnam, and from >90% against P. aeruginosa from South Korea, Malaysia, Philippines, and Taiwan to <75% in Thailand and Vietnam. Correspondingly, the proportions of carbapenemase-positive isolates among Enterobacterales and P. aeruginosa isolates were highest in Thailand and Vietnam.
CONCLUSIONS: Ceftolozane/tazobactam provides a potential treatment option for ICU patients in Asia, which is especially important considering the reduced activity of commonly used β-lactams against the studied ICU isolates. Knowledge of local resistance patterns should inform empiric therapy decision-making.
Materials and Methods: A semi-structured, in-depth interviews were conducted in the either Malay or English language among the parents of children with complex lifelong neurological conditions and have been on long-term in-patient hospital care. The interviews were audio-recorded and transcribed for thematic analysis. The qualitative study was conducted from October to November 2016 at the Paediatric Institute of Hospital Kuala Lumpur. Grounded theory was used to examine the qualitative data with inductive and deductive types of coding. The transcripts were read repeatedly to allow familiarity to the themes presented by the participants. Further discussions were conducted among the researchers to triangulate the information.
Results: A total of 11 parents were interviewed for this study. The thematic analysis resulted in 8 challenges: Physical wellbeing, Environment, Relationship, Financial, Occupational, Rational, Mental, and Spiritual. Coping strategies comprised problem focused issues related to the key challenges in the caregivers' context. Similar to the needs and expectations, the key themes were derived from the key understandings of the challenges and looking at the palliative care impacts for these children.
Conclusion: There are various challenges faced by parents of children with life-limiting neurological disorders. Physical, Environment, Relationship, Financial, Occupational, Rational, Mental, and Spiritual Wellbeing can be a platform for the assessment of the caregivers' needs and the planning for palliative care support.
Methods: In this paper, a structured literature review has been done by considering 122 articles to examine all relevant research accomplished in the field of opinion mining application and the suggested Kansei approach to solve the challenges that occur in mining sentiments based on text in cyberspace. Five different platforms database were systematically searched between 2015 and 2021: ACM (Association for Computing Machinery), IEEE (Advancing Technology for Humanity), SCIENCE DIRECT, SpringerLink, and SCOPUS.
Results: This study analyses various techniques of opinion mining as well as the Kansei approach that will help to enhance techniques in mining people's sentiment and emotion in cyberspace. Most of the study addressed methods including machine learning, lexicon-based approach, hybrid approach, and Kansei approach in mining the sentiment and emotion based on text. The possible societal impacts of the current opinion mining technique, including machine learning and the Kansei approach, along with major trends and challenges, are highlighted.
Conclusion: Various applications of opinion mining techniques in mining people's sentiment and emotion according to the objective of the research, used method, dataset, summarized in this study. This study serves as a theoretical analysis of the opinion mining method complemented by the Kansei approach in classifying people's sentiments based on text in cyberspace. Kansei approach can measure people's impressions using artefacts based on senses including sight, feeling and cognition reported precise results for the assessment of human emotion. Therefore, this research suggests that the Kansei approach should be a complementary factor including in the development of a dictionary focusing on emotion in the national security domain. Also, this theoretical analysis will act as a reference to researchers regarding the Kansei approach as one of the techniques to improve hybrid approaches in opinion mining.
Methods: This was a prospective cohort study and was conducted from June 2017 to May 2019. Patients with underlying NPDR who were planned for phacoemulsification were recruited in this study. Non-diabetic patients who were planned for phacoemulsification were included as control group. Tears samples were collected using Schirmer strip two weeks prior to operation, at day (D) 7 and D30 post phacoemulsification. Tears samples were analyzed for VEGF level.
Results: A total of 65 patients were recruited in this study (NPDR: 32 and control: 33). There was significant increase of VEGF levels in tears from pre operation to D7 post phacoemulsification in NPDR (p