PREDICTION OF FUTILE RECANALISATION AFTER ENDOVASCULAR TREATMENT IN ACUTE ISCHAEMIC STROKE: DEVELOPMENT AND VALIDATION OF A HYBRID MACHINE LEARNING MODEL

Background Identification of futile recanalisation following endovascular therapy (EVT) in patients with acute ischaemic stroke is both crucial and challenging.Here, we present a novel risk stratification system based on hybrid machine learning method for predicting futile recanalisation.Methods Hybrid machine learning models were developed to addr

The objective of this study is to ascertain and examine the impact of Organizational Culture and Work Environment on Employee Performance, with Work Motivation serving as an intermediary factor.This study employs quantitative methodologies.The study sample included all individuals employed by the hospital.The study used a purposive sampling strateg

Background.Fish farming has been developed due to decline of traditional fishing where tilapia culture is one of the principal sources for fish production.This study was aimed to investigate the prevalence and impact of helminth infection on the health of cultured hybrid tilapia, Oreochromis sp.Materials and methods.Prevalence and intensity of helm

Restoration projects provide a valuable opportunity to experimentally establish foundational habitats in different combinations to test relative effects on community assembly.We evaluated the development of macroinvertebrate communities in response to planting of eelgrass (Zostera marina) and construction of reefs intended to support the Olympia oy

Allele Specific Amplification with four primers (External Antisense Primer, External Sense Primer, Internal Nonfragrant Sense Primer, and Internal Fragrant Antisense Primer) and sensory evaluation with leaves and grains were executed to identify aromatic rice genotypes and their F1 individuals derived from different crosses of 2 Malaysian varieties