Comparison experiment of accuracy improvement. by Zhongjian Xie (4633099)

“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”

Deletion of <i>Aqp9</i> protects against MPP⁺ toxicity <i>in vivo</i>. by Katja Stahl (4994483)

“…<p>A) Representative midbrain sections of WT and <i>Aqp9</i>^-/- mice, seven days after treatment with unilateral striatal injection of 7.5 μg MPP⁺. …”

DataSheet_2_Evaluating the Microsatellite Instability of Colorectal Cancer Based on Multimodal Deep Learning Integrating Histopathological and Molecular Data.csv by Wenjing Qiu (315272)

“…By using the H&E image alone, one can predict MSI status with an acceptable prediction area under the curve (AUC) of 0.809 in 5-fold cross-validation. The fusion models integrating H&E image with a single type of molecule have higher prediction accuracies than that using H&E image alone, with the highest AUC of 0.952 achieved when combining H&E image with DNA methylation data. …”

Table_1_The Food Additive β-Caryophyllene Exerts Its Neuroprotective Effects Through the JAK2-STAT3-BACE1 Pathway.xlsx by Yujia Zhang (757462)

“…The cell morphology altered dramatically 72 h after transfection, becoming rounder, with a decrease in cell number. BCP exhibited the potential to dramatically increase PC-12 cell viability while protecting cell morphology. …”

Table1_Influence of rapidly oscillating inspired O2 and N2 concentrations on pulmonary vascular function and lung fluid balance in healthy adults.pdf by Eli F. Kelley (13809412)

“…Additionally, exposure to the 120 s oscillations resulted in a significant decrease in Vc at the recovery testing period and an increase in the Dm/Vc ratio at both the post and recovery period (p < 0.01). …”

Secreted Amyloid Precursor Protein β and Secreted Amyloid Precursor Protein α Induce Axon Outgrowth In Vitro through Egr1 Signaling Pathway by Stéphanie Chasseigneaux (231744)

“…</p> <h3>Methodology/Principal Findings</h3><p>Final concentrations of 50 to 150 nM bacterial recombinant sAPPα or sAPPβ added to primary neuronal cultures after 1 day in vitro decreased cell adhesion 24 hours later and primary dendrite length 96 hours later. 150 nM sAPPα and sAPPβ induced a similar increase of axon outgrowth, although this increase was already significant at 100 nM sAPPα. …”

Source dataset and code: <b>Comparing impacts of fragmentation on bird functional and phylogenetic diversity in primary and secondary rainforests</b> by Kryštof Korejs (18156751)

“…Specifically, we recorded a proportional decrease in insectivory and ground foraging; and an increase in nectarivory and dispersal ability. …”

DataSheet_1_Effects of Short-Chain Fatty Acid Modulation on Potentially Diarrhea-Causing Pathogens in Yaks Through Metagenomic Sequencing.docx by Kun Li (277035)

“…Compared with healthy yaks, acetic acid (p < 0.01), propionic acid (p < 0.01), butyric acid (p < 0.01), isobutyric acid (p < 0.01), isovaleric acid (p < 0.05), and caproic acid (p < 0.01) were all observed significantly at a lower rate in diarrheal yaks. In conclusion, besides the increased Staphylococcus aureus, Babesia ovata, Anaplasma phagocytophilum, Bacteroides fluxus, viruses, Klebsiella pneumonia, and inflammation-related bacteria, the decrease of SCFA caused by the imbalance of intestinal microbiota was potentially observed in diarrheal yaks.…”

Data_Sheet_1_The relationship between heavy metals and metabolic syndrome using machine learning.doc by Jun Yao (9646)

“…Conversely, lower levels of cobalt and molybdenum were linked to a decrease in the estimated probability of MetS.…”

Image_1_Topographic Quadrant Analysis of Peripapillary Superficial Microvasculature in Optic Disc Drusen.TIFF by Yan Yan (208529)

“…Consistent with the most common locations of ODD, five OCT/OCTA measurements (VAD, VCI, RNFL, VSD, VPI) are decreased in the superior and nasal quadrants. …”

Image1_Influence of rapidly oscillating inspired O2 and N2 concentrations on pulmonary vascular function and lung fluid balance in healthy adults.TIF by Eli F. Kelley (13809412)

“…Additionally, exposure to the 120 s oscillations resulted in a significant decrease in Vc at the recovery testing period and an increase in the Dm/Vc ratio at both the post and recovery period (p < 0.01). …”

Data_Sheet_1_The relationship between heavy metals and metabolic syndrome using machine learning.doc by Jun Yao (9646)

“…Conversely, lower levels of cobalt and molybdenum were linked to a decrease in the estimated probability of MetS.…”

Comparison of different pruning rates. by Zhongjian Xie (4633099)

“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”

Table_1_Environmental and Biological Determinants of Algal Lipids in Western Arctic and Subarctic Seas.DOCX by Vincent Marmillot (9912234)

“…Decreasing pH had a negative effect on EPA and MUFA proportions, and DHA proportions tended to decrease with higher temperature. …”

Image_1_Modulation of low-dose ozone and LPS exposed acute mouse lung inflammation by IF1 mediated ATP hydrolysis inhibitor, BTB06584.tif by Pahul Singh (14781409)

“…Ozone and LPS exposure induced lung neutrophil and eosinophil recruitment as measured by respective peroxidase (MPO and EPX) assays, systemic leukopenia, increased levels of lung vascular neutrophil regulatory chemokines such as CXCL5, SDF-1, CXCL13 and a decrease in immune-regulatory chemokines such as BAL IL-10 and CCL27. …”

Comparison of experimental results at ablation. by Zhongjian Xie (4633099)

“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”

Data_Sheet_3_The Food Additive β-Caryophyllene Exerts Its Neuroprotective Effects Through the JAK2-STAT3-BACE1 Pathway.PDF by Yujia Zhang (757462)

“…The cell morphology altered dramatically 72 h after transfection, becoming rounder, with a decrease in cell number. BCP exhibited the potential to dramatically increase PC-12 cell viability while protecting cell morphology. …”

DataSheet_2_Tissue loss disease outbreak significantly alters the Southeast Florida stony coral assemblage.pdf by Nicole K. Hayes (5745185)

“…Since 2016, the coral assemblage has shifted towards smaller colonies, with a significant decrease in mean colony size. Juvenile corals, < 4 cm diameter, of many reef building, structurally-complex species were rarely documented, while eurytopic, generalist species dominated juvenile abundance. …”

Increased blood CD226^- inflammatory monocytes with low antigen presenting potential correlate positively with severity of hemorrhagic fever with renal syndrome by Kang Tang (722079)

“…Notably, CD226^- iMOs expressed lower levels of HLA-DR/DP/DQ and CD80 than CD226⁺ iMOs, and overexpression CD226 could enhance the expression of HLA-DR/DP/DQ and CD80. In a mouse model, HTNV also induced the expansion of CD226^- macrophages, with decreased expression of I-A/I-E and CD80.…”

Data_Sheet_1_The Food Additive β-Caryophyllene Exerts Its Neuroprotective Effects Through the JAK2-STAT3-BACE1 Pathway.PDF by Yujia Zhang (757462)

“…The cell morphology altered dramatically 72 h after transfection, becoming rounder, with a decrease in cell number. BCP exhibited the potential to dramatically increase PC-12 cell viability while protecting cell morphology. …”