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Despite the Arabian Gulf hosting the most heat-tolerant corals in the world, coral restoration in the region remains constrained by the lack of species−specific husbandry guidelines. We fragmented donor colonies of seven common Gulf scleractinian species into five size classes and reared 1,540 ramets for 130 days in a land−based nursery under three controlled light-color treatments (blue, green, and white). Daily skeletal grow...
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detectionNARA Subscribed
Anesthesia drug overdose hazards and lack of gold standards in anesthesia monitoring lead to an urgent need for accurate anesthesia drug detection. To investigate the PPG waveform features affected by anesthesia drugs and develop a machine-learning classifier with high anesthesia drug sensitivity. This study used 64 anesthesia and non-anesthesia patient data (32 cases each), extracted from Queensland and MIMIC-II databases, re...
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