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%. …"

Cage Friction Measurements in High-Speed Bearings حسب Joseph Leo Misenar (22504786)

"…The cage friction exhibited a dichotomic behavior, increasing in the oil-dominant regime at lower speeds and decreasing significantly in the air-dominant regime at higher speeds. …"

Flowchart of the study. حسب Ramazan Cevik (19959160)

"…After the intervention, all groups showed increased ROM and decreased VAS and NDI scores (p<0.001). …"

Image 6_3KO-NSCs ameliorate behavioral deficits and modulate gut microbiota in a VPA-induced C57BL/6 mouse model of autism.tif حسب Caixia Wu (8959697)

"…</p>Results<p>3KO-hiPSC-NSC treatment significantly ameliorated VPA-induced ASD-like behaviors. …"

Soil viral and microbial interactions facilitate microbial necromass carbon accumulation in the semiarid typical steppe under altered precipitation_Research Data حسب Cui Han (15263150)

"…The results showed that decreased precipitation significantly reduced microbial necromass carbon (BNC, MNC, and BNC/MNC) and their relative contributions to SOC (BNC/SOC and MNC/SOC), whereas increased precipitation had relatively weaker effects. …"

Image 1_Human beta defensin-2 protects the epithelial barrier during methicillin-resistant Staphylococcus aureus infection in chronic rhinosinusitis with nasal polyps.tif حسب Tengfei Tian (1793545)

"…The presence of hBD-2 significantly reduced the invasive ability of MRSA in HNECs. …"

Data Sheet 1_α-methyltryptophan-mediated protection against diabetic nephropathy in db/db mice as studied with a metabolomics approach.docx حسب Aimin Cai (6190532)

"…</p>Results<p>The results of the study demonstrated that α-MT significantly reduced the urinary excretion of albumin and creatinine, improved kidney function, and decreased renal fibrosis in db/db mice. …"

Image 2_3KO-NSCs ameliorate behavioral deficits and modulate gut microbiota in a VPA-induced C57BL/6 mouse model of autism.tif حسب Caixia Wu (8959697)

"…</p>Results<p>3KO-hiPSC-NSC treatment significantly ameliorated VPA-induced ASD-like behaviors. …"

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%. …"

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%. …"

Image 14_RBM15-mediated metabolic reprogramming boosts immune response in colorectal cancer.jpeg حسب Chen Wang (88408)

"…Functional studies demonstrated that RBM15 loss led to increased expression of fumarate hydratase (FH). This led to decreased levels of fumarate, a metabolite known to suppress anti-tumor immune responses. …"

Vitreous Olink Proteomics Uncovers Novel Inflammatory Proteins in Patients with Proliferative Diabetic Retinopathy حسب Jiayu Zhang (128702)

"…Key findings revealed 22 differentially expressed proteins (DEPs) when comparing the PDR and IMH groups, with 21 proteins showing increased expression and only one demonstrating decreased levels. …"

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%. …"

Bgh/GelMA/CMCS hydrogel with bone MSC-EVs for lunate defect repair حسب Miaozhong Li (21626739)

"…In vivo, the M1/M2 ratio and inflammatory factors decreased significantly one-week post-implantation, while CD31 and VEGF-positive cells increased at four weeks, and BMP2 and OPN-positive cells at eight weeks. …"

Disruption of Astrocyte Communication by Carbenoxolone During Shockwave-Induced Stress حسب Serina Yan (22416354)

"…Peak calcium intensity was significantly reduced at 100 µM CBX, and both rise and fall rates of calcium signals decreased with increasing CBX concentration. …"

Table 1_The impact of tumor burden score on prognosis in patients after radical resection of hepatocellular carcinoma: a single-center retrospective study.docx حسب Junzhang Huang (13237880)

"…</p>Results<p>Kaplan–Meier curve analysis revealed that patients with high TBS showed considerably decreased OS relative to the control group, accompanied by an increased recurrence rate. …"

Image 12_RBM15-mediated metabolic reprogramming boosts immune response in colorectal cancer.jpeg حسب Chen Wang (88408)

"…Functional studies demonstrated that RBM15 loss led to increased expression of fumarate hydratase (FH). This led to decreased levels of fumarate, a metabolite known to suppress anti-tumor immune responses. …"

Image 2_Human beta defensin-2 protects the epithelial barrier during methicillin-resistant Staphylococcus aureus infection in chronic rhinosinusitis with nasal polyps.tif حسب Tengfei Tian (1793545)

"…The presence of hBD-2 significantly reduced the invasive ability of MRSA in HNECs. …"

S1 File - حسب Shi-jie Wang (18569781)

"…The results showed that muscle TOR knockdown and endurance exercise significantly increased the climbing speed, climbing endurance, the expression of autophagy related gene 2(ATG2), silent information regulator 2(SIR2), and pparγ coactivator 1(PGC-1α) genes, and superoxide dismutases(SOD) activity, but it decreased the expression of the TOR gene and reactive oxygen species(ROS) level, and it protected the myofibrillar fibers and mitochondria of skeletal muscle in Drosophila on a high-salt diet. …"

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%. …"