VISUAL REPRESENTATION LEARNING USING GRAPH-BASED HIGHER-ORDER HEURISTIC DISTILLATION FOR CELL DETECTION IN BLOOD SMEAR IMAGES

Visual representation learning using graph-based higher-order heuristic distillation for cell detection in blood smear images

Background and objective: In many real-world scenarios, including the blood smear domain, it is difficult for detection networks to achieve good performance because image annotation is usually time consuming and expensive.To address this issue, similarity-based distillation (SD) methods, considered the soft version of contrastive learning, are appl

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Spermatogenic cell-specific type 1 hexokinase (HK1S) is essential for capacitation-associated increase in tyrosine phosphorylation and male fertility in mice.

Hexokinase (HK) catalyzes the first irreversible rate-limiting step in glycolysis that converts glucose to glucose-6-phosphate.HK1 is ubiquitously expressed in the brain, erythrocytes, and other tissues where glycolysis serves as the major source of ATP production.Spermatogenic cell-specific type 1 hexokinase (HK1S) is expressed in sperm but its ph

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Does usage of monetary incentive impact the involvement in surveys? A systematic review and meta-analysis of 46 randomized controlled trials.

BackgroundSurveys are an effective method for collecting a large quantity of data.However, incomplete responses to these surveys can affect the validity of the studies and introduce bias.Recent studies have argan oil pure purple suggested that monetary incentives may increase survey response rates.We intended to perform a systematic review and meta

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Theoretical research of transmissions and gearboxes

Significant aspects of the consequences of global warming and some measures that can be undertaken in order to reduce energy consumption and harmful emissions have been presented.The most important actions I this field are related to the renewal of the design of automobile vehicles and their citronella horse shampoo components.A theoretical survey

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Variations in clinical decision-making between cardiologists and cardiac surgeons; a case for management by multidisciplinary teams?

Abstract Objective To assess variations in decisions to revascularise patients with coronary heart disease between general cardiologists, interventional cardiologists and cardiac surgeons Design Six cases of coronary heart disease were presented at an open meeting in a standard format including clinical details which might influence the decision to

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