Performance comparison of three loss functions. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

mAP0.5 Curves of various models. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Data Sheet 1_GPER1 signaling restricts macrophage proliferation and accumulation in human hepatocellular carcinoma.pdf حسب Yanyan Yang (412382)

"…The expression of G protein–coupled estrogen receptor 1 (GPER1), a non-classical estrogen receptor, was significantly decreased in proliferating macrophages, and was inversely correlated with macrophage proliferation in HCC tumors. …"

Network loss function change diagram. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Comparative diagrams of different indicators. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Table 1_Study on the effect of different types of sugar on proliferation and inflammatory in goose fatty liver.docx حسب Shuang Yi (8698824)

"…Glucose combined with si-CPT1A treatment decreased CyclinD3 while increasing p21 expression. …"

YOLOv8n structure diagram. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Table 1_Socioeconomic status and motor coordination function among children with autism.docx حسب Muqing Cao (8308815)

"…Mothers without a college degree showed a decreased likelihood of probable DCD (OR: 0.33, 95%CI: 0.15-0.71).…"

Geometric model of the binocular system. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Enhanced dataset sample images. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Table 1_Comparative study of brain activity and functional connectivity in blepharospasm and blepharospasm-oromandibular dystonia.doc حسب Yanying Wang (1615096)

"…Comparing with BSP patients, BOM patients showed decreased sFC and dFC strength in a similar but limited pattern. …"

Soil carbon, nitrogen, and phosphorus stoichiometry in subtropical forests of Zhejiang, China حسب Tonggui Wu (20215883)

"…<p dir="ltr"><a href="" target="_blank">Soil carbon (C), nitrogen (N), and phosphorus (P) stoichiometry in regional forests has garnered significant attention, yet reported distribution patterns and variation often show discrepancies and even contradictions. …"

Supplementary Material for: Transcapillary PO2 Gradients in Contracting Muscle of Rat Model of Sepsis حسب figshare admin karger (2628495)

"…The PO2mv and PO2is decreased during the transition from rest to contractions in both groups. …"

Iron biofortification of <i>Pleurotus eous</i> via substrate supplementation حسب D. Leena Lavanya (21676675)

"…The results showed that while calcium and boron levels have decreased, a few minerals, including sodium, potassium, phosphorus, magnesium, zinc, and copper, have increased significantly (<i>p</i> < .05). …"

Image 1_The microbiome exists in the neuroretina and choroid in normal conditions and responds rapidly to retinal injury.tif حسب Xuexue Cui (11574637)

"…In the RPE/choroid, the abundance of Actinomyces and Roseburia decreased, and the abundance of Lactobacillus increased significantly after laser injury. …"

Table 1_Exogenous jasmonic acid and salicylic acid enhance selenium uptake and mitigate cadmium accumulation in pak choi (Brassica chinensis L.) grown in selenium-rich, high-cadmiu... حسب Jin-Ping Chen (6003755)

"…Cd accumulation in shoots decreased by 11.7%-29.3% in JA-containing treatments, with the same combined producing the lowest shoot Cd levels. …"

Quantitative real-time PCR primer sequences. حسب Lydie M. O. Barbeau (5941712)

"…<div><p>In the last decade, advancements in understanding the genetic landscape of lung squamous cell carcinoma (LUSC) have significantly impacted therapy development. Immune checkpoint inhibitors (ICI) have shown great promise, improving overall and progression-free survival in approximately 25% of the patients. …"

MAP1LC3C shRNA sequences. حسب Lydie M. O. Barbeau (5941712)

"…<div><p>In the last decade, advancements in understanding the genetic landscape of lung squamous cell carcinoma (LUSC) have significantly impacted therapy development. Immune checkpoint inhibitors (ICI) have shown great promise, improving overall and progression-free survival in approximately 25% of the patients. …"

Results for the EPIC bowel subscale and the EORTC QLQ PR25 bowel symptoms scale. حسب John N. Staffurth (20636565)

"…A statistically significant (6 months versus baseline, P = 0.005; 12 months versus baseline, P = 0.013) increase occurs in bowel QoL (i.e., a reduction in symptoms). …"

Table 1_Association between combined urinary phthalate metabolites exposure and grip strength among residents in Guangzhou, China.docx حسب Jinbin Chen (4468570)

"…BKMR model analysis revealed a significant negative correlation between co-exposure to urinary mPAEs and grip strength, with mMP being the most significant contributor.…"