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Semi-Supervised Object Detection (SSOD) has emerged as a potent framework that leverages unlabeled data to reduce annotation costs while enhancing model performance. Nevertheless, existing SSOD methods primarily concentrate on the conventional ...

Diabetes is a chronic metabolic disorder characterized by elevated blood glucose levels. This study aimed to analyze the changes underlying heterogeneities and communication properties of CMs in diabetes mellitus (DM).

GSE213337 ...

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• The ratio of cardiomyocytes was increased in diabetes mellitus induced by streptozotocin.
• The CM showed the significant heterogeneities in DM.
• CM played an important role in myocardial fibrosis induce by hyperglycemia.

Although the subjective evaluation method is the most accurate evaluation method, how to use the advantages of the subjective evaluation method to study a practical research method that can meet the subjective perception of the audio mapping library has ...

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• GPM is presented to measure the similarity of tiny objects.
• GPM outperforms other IoU-based metrics.
• The ADAS is proposed to solve the inter-sample and intra-sample imbalance.
• The sufficient supervision information for network ...

Benefiting from the advanced deep learning techniques, significant achievements have been made in generic object detection. Tiny object detection (TOD) is a challenging task in computer vision due to the low resolution, insufficient geometric ...

In this paper, we fill the research gap by adopting state-of-the-art computer vision techniques for the data extraction stage in a data mining system. As shown in Fig. 1, this stage contains two subtasks, namely, plot element detection and data ...