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Evaluation of antibiotic consumption using WHO -antimicrobial consumption tool and AWaRe classification [PDF]

Journal of Family Medicine and Primary Care
Introduction: Antimicrobial resistance is a public health concern with global ramifications. Antibiotic misuse and overuse, are rampant in our country but more alarming is the data on the use of antibiotics primarily because of lack of access is another ...
Julie Birdie Wahlang, Reuben P. Syiem, Chayna Sarkar, Nari M. Lyngdoh, Iadarilang Tiewsoh, Dhriti K. Brahma, Aitilutmon Surong, Arky J Langstieh   +7 more
doaj   +2 more sources

An Evaluation of the Impact of Increasing the Awareness of the WHO Access, Watch, and Reserve (AWaRe) Antibiotics Classification on Knowledge, Attitudes, and Hospital Antibiotic Prescribing Practices

Antibiotics, 2023
The study aims to determine the effect of enhancing knowledge and awareness of the WHO Access, Watch, and Reserve (AWaRe) antibiotics classification on hospital clinical staff’s knowledge, attitudes and antibiotic prescribing practices.
Salam Abu-Ajaleh, Feras Darwish Elhajji, Shatha Al-Bsoul, Rana Abu Farha, Fawzi Al-Hammouri, Amer Amer, Ahmed Al Rusasi, Sayer Al-Azzam, Mohammad Araydah, Mamoon A. Aldeyab   +9 more
doaj   +3 more sources

Towards efficient context-aware classification with compact VLM architectures: indoor fire case study [PDF]

Scientific Reports
Accurate and reliable fire detection in indoor environments is critical for ensuring timely emergency responses and enhancing safety in both residential and industrial settings.
Anh Tuan GIANG, Nhat Quang DOAN, Minh Duong TRAN, Khanh Dung TRAN, Hoang Ha NGUYEN, Anthony BUSSON   +5 more
doaj   +2 more sources

Spatial-Aware Network for Hyperspectral Image Classification

Remote Sensing, 2021
Deep learning is now receiving widespread attention in hyperspectral image (HSI) classification. However, due to the imbalance between a huge number of weights and limited training samples, many problems and difficulties have arisen from the use of deep ...
Yantao Wei, Yicong Zhou
doaj   +3 more sources

Analysis of antibiotic use patterns in Danish hospitals 2015–2021 using an adapted version of the who aware classification [PDF]

BMJ Open Quality, 2022
Background AWaRe is a tool to categorise and guide antibiotic use. Antibiotics are classified in three groups: Access, Watch and Reserve. The Access group contains first choice antibiotics for 25 of the most common infections.
Jacob Anhøj, Jenny Dahl Knudsen, Anne-Marie Blok Hellesøe, Jonas Boel, Birthe Riis Olesen, Helle Boelsmand Bak, Kim Thomsen   +6 more
doaj   +2 more sources

Rethinking the WHO AWaRe classification: the need for more detailed guidance [PDF]

EClinicalMedicine
Summary: The World Health Organization's Access, Watch, and Reserve (AWaRe) classification promotes appropriate antibiotic use and is widely adopted as a global indicator of antimicrobial use (AMU) quality.
Shinya Tsuzuki, Ryuji Koizumi, Kensuke Aoyagi, Yusuke Asai, Norio Ohmagari   +4 more
doaj   +2 more sources

Sentiment-Aware Word Embedding for Emotion Classification

Applied Sciences, 2019
Word embeddings are effective intermediate representations for capturing semantic regularities between words in natural language processing (NLP) tasks. We propose sentiment-aware word embedding for emotional classification, which consists of integrating
Xingliang Mao, Shuai Chang, Jinjing Shi, Fangfang Li, Ronghua Shi   +4 more
doaj   +3 more sources

Knowledge of antimicrobial stewardship and the Access, Watch and Reserve (AWaRe) classification of antibiotics among frontline healthcare professionals in Akwa Ibom State, Nigeria: a cross-sectional study [PDF]

BMC Health Services Research
Background Antimicrobial stewardship (AMS) aims to improve antibiotic use while reducing resistance and its consequences. There is a paucity of data on the availability of AMS programmes in southern Nigeria.
Mary R. Akpan, Idongesit L. Jackson, Unyime I. Eshiet, Sediong A. Mfon, Ekpema A. Abasiattai   +4 more
doaj   +2 more sources

Pattern of Antibiotic Dispensing at Pharmacies According to the WHO Access, Watch, Reserve (AWaRe) Classification in Bangladesh [PDF]

Antibiotics, 2022
Zubair Akhtar, Md Zakiul Hassan, Md. Shakil Ahmed   +2 more
exaly   +2 more sources

Antibiotic consumption by Access, Watch and Reserve index in public sector of Limpopo province, South Africa: 2014–2018

Southern African Journal of Infectious Diseases, 2022
Background: The World Health Organization (WHO) classified antibiotics into three categories in 2017 – Access, Watch and Reserve (AWaRe) – intending to reduce the consumption of Watch and Reserve antibiotics while increasing the use of Access antibiotics.
Tiyani C. Mthombeni, Johanita R. Burger, Martha S. Lubbe, Marlene Julyan   +3 more
doaj   +1 more source