HYBRID INSTRUMENT NETWORK OPTIMIZATION FOR AIR QUALITY MONITORING

Hybrid instrument network optimization for air quality monitoring

The significance of air quality monitoring for analyzing impact on public health is growing worldwide.A crucial part of smart city development includes deployment of suitable air pollution sensors at critical locations.Note that there are various air quality measurement instruments, ranging from expensive reference stations that provide accurate da

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Parathyroid Adenoma Presenting as a Brown Tumour of the Mandible

Background.Parathyroid adenoma is the commonest cause of primary hypercalcaemia and Shakes usually presents with symptoms/signs of hypercalcaemia.This paper highlights an unusual presentation.Case Report.A 27-year-old female presented with a painful left mandibular swelling, suspicious of neoplasia.A computed tomography (CT) guided biopsy was perfo

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High-Speed and Accurate Diagnosis of Gastrointestinal Disease: Learning on Endoscopy Images Using Lightweight Transformer with Local Feature Attention

In response to the pressing need for robust disease diagnosis from gastrointestinal tract (GIT) endoscopic images, we proposed FLATer, a fast, lightweight, and highly accurate transformer-based model.FLATer consists of a residual block, a vision transformer module, and a spatial attention block, which concurrently focuses on local features and glob

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