Drill image dataset for training part II. by Qingjun Yu (1649473)

“…Based on the PyTorch deep learning framework, the initial U²-Net network weights were set, the learning rate was set to 0.001, the training batch was 4, and the Adam optimizer adaptively adjusted the learning rate during the training process. A dedicated network model for segmenting structural planes was obtained, and the model achieved a maximum F-measure value of 0.749 when the confidence threshold was set to 0.7, with an accuracy rate of up to 0.85 within the range of recall rate greater than 0.5. …”

U²-Net network structure diagram [8]. by Qingjun Yu (1649473)

“…Based on the PyTorch deep learning framework, the initial U²-Net network weights were set, the learning rate was set to 0.001, the training batch was 4, and the Adam optimizer adaptively adjusted the learning rate during the training process. A dedicated network model for segmenting structural planes was obtained, and the model achieved a maximum F-measure value of 0.749 when the confidence threshold was set to 0.7, with an accuracy rate of up to 0.85 within the range of recall rate greater than 0.5. …”

RSU-7 structure diagram [8]. by Qingjun Yu (1649473)

“…Based on the PyTorch deep learning framework, the initial U²-Net network weights were set, the learning rate was set to 0.001, the training batch was 4, and the Adam optimizer adaptively adjusted the learning rate during the training process. A dedicated network model for segmenting structural planes was obtained, and the model achieved a maximum F-measure value of 0.749 when the confidence threshold was set to 0.7, with an accuracy rate of up to 0.85 within the range of recall rate greater than 0.5. …”

Drill image dataset for training part I. by Qingjun Yu (1649473)

“…Based on the PyTorch deep learning framework, the initial U²-Net network weights were set, the learning rate was set to 0.001, the training batch was 4, and the Adam optimizer adaptively adjusted the learning rate during the training process. A dedicated network model for segmenting structural planes was obtained, and the model achieved a maximum F-measure value of 0.749 when the confidence threshold was set to 0.7, with an accuracy rate of up to 0.85 within the range of recall rate greater than 0.5. …”

Image_1.PDF by Wioletta Lisicka (4988342)

“…However, little is known about oxygen-dependent gene expression in Dickeya spp. that might contribute to its success as a pathogen. Using a Tn5 transposon, harboring a promoterless gusA reporter gene, 146 mutants of D. solani IPO2222 were identified that exhibited oxygen-regulated expression of the gene into which the insertion had occurred. …”

Image_2.PDF by Wioletta Lisicka (4988342)

“…However, little is known about oxygen-dependent gene expression in Dickeya spp. that might contribute to its success as a pathogen. Using a Tn5 transposon, harboring a promoterless gusA reporter gene, 146 mutants of D. solani IPO2222 were identified that exhibited oxygen-regulated expression of the gene into which the insertion had occurred. …”

Sensitivity of the long-term reduction in microfilarial load in individuals under 20 years of age to the assumed rate of decay of vaccine efficacy. by Hugo C. Turner (407442)

“…<p>The mean duration of vaccine prophylactic (against incoming L3 larvae) and therapeutic (against microfilariae) activity is 1/the rate of decay (i.e. 5, 10, 20 and 50 years). We illustrate with a pre-control endemicity of 40% microfilarial prevalence. …”

The effects of altered oxidation by PQ and NAC and the C118S mutation are not mediated via MPK-1 or by altered protein stability whereas the <i>let-60rasgf</i>-C118D double mutatio... by Maximilian Kramer-Drauberg (8981141)

Image_2_m6A RNA Methylation Regulators Contribute to Eutopic Endometrium and Myometrium Dysfunction in Adenomyosis.TIF by Junyu Zhai (819072)

“…Functional, co-expression, and correlational analyses of endometrium from cases versus controls revealed decreased total m⁶A levels, induced by METTL3, and the downstream elevated insulin−like growth factor−1(IGF1) and D-Dopachrome Tautomerase (DDT), with the latter two having known functions in epithelial proliferation and cell migration, which are important processes in the pathogenesis of adenomyosis in endometrium. m⁶A RNA methylation regulators, including RBM15/15B, ALKBH5, FTO, YTHDF1/2, KIAA1429, HNRNPC, METTL3, ZC3H13, and YTHDC2, were also differentially expressed in the myometrium from cases versus controls. …”

Table_1_m6A RNA Methylation Regulators Contribute to Eutopic Endometrium and Myometrium Dysfunction in Adenomyosis.docx by Junyu Zhai (819072)

“…Functional, co-expression, and correlational analyses of endometrium from cases versus controls revealed decreased total m⁶A levels, induced by METTL3, and the downstream elevated insulin−like growth factor−1(IGF1) and D-Dopachrome Tautomerase (DDT), with the latter two having known functions in epithelial proliferation and cell migration, which are important processes in the pathogenesis of adenomyosis in endometrium. m⁶A RNA methylation regulators, including RBM15/15B, ALKBH5, FTO, YTHDF1/2, KIAA1429, HNRNPC, METTL3, ZC3H13, and YTHDC2, were also differentially expressed in the myometrium from cases versus controls. …”

Image_3_m6A RNA Methylation Regulators Contribute to Eutopic Endometrium and Myometrium Dysfunction in Adenomyosis.TIF by Junyu Zhai (819072)

“…Functional, co-expression, and correlational analyses of endometrium from cases versus controls revealed decreased total m⁶A levels, induced by METTL3, and the downstream elevated insulin−like growth factor−1(IGF1) and D-Dopachrome Tautomerase (DDT), with the latter two having known functions in epithelial proliferation and cell migration, which are important processes in the pathogenesis of adenomyosis in endometrium. m⁶A RNA methylation regulators, including RBM15/15B, ALKBH5, FTO, YTHDF1/2, KIAA1429, HNRNPC, METTL3, ZC3H13, and YTHDC2, were also differentially expressed in the myometrium from cases versus controls. …”

Image_1_m6A RNA Methylation Regulators Contribute to Eutopic Endometrium and Myometrium Dysfunction in Adenomyosis.TIF by Junyu Zhai (819072)

“…Functional, co-expression, and correlational analyses of endometrium from cases versus controls revealed decreased total m⁶A levels, induced by METTL3, and the downstream elevated insulin−like growth factor−1(IGF1) and D-Dopachrome Tautomerase (DDT), with the latter two having known functions in epithelial proliferation and cell migration, which are important processes in the pathogenesis of adenomyosis in endometrium. m⁶A RNA methylation regulators, including RBM15/15B, ALKBH5, FTO, YTHDF1/2, KIAA1429, HNRNPC, METTL3, ZC3H13, and YTHDC2, were also differentially expressed in the myometrium from cases versus controls. …”

Spatial patterns of species richness and nestedness in ant assemblages along an elevational gradient in a Mediterranean mountain range by Omar Flores (6102749)

“…Ant assemblages were nested; therefore species assemblages with a decreased number of species were a subset of the richer assemblages, although species turnover was more important than pure nestedness in all surveys. …”

Level of mucin secretion and water channel expression. by Ji Eun Kim (403026)

The effect of Gas6 recombinant protein on the expression of ZO-1 and occludin in Caco-2 cells without <i>K</i>. <i>pneumoniae</i> infection. by Hitoshi Tsugawa (296864)

Cell growth, migration and tumour-sphere formation in U-CH1 cells in normoxic (20% O₂) or hypoxic (2% O₂) conditions. by Priya Patel (679595)

CMPK2 inhibits the replication of multiple pathogenic flaviviruses but not viruses of the <i>Corona-</i>, <i>Orthomyxo-</i>, <i>Paramyxo-</i>, <i>Rhabdo-</i> and <i>Herpes-viridae<... by Joanna B. Pawlak (5210639)

X-ray Single-Crystal Structure and Magnetic Properties of Fe[CH₃PO₃)]·H₂O:  A Layered Weak Ferromagnet by Carlo Bellitto (2069203)

“…Crystal data for Fe[CH₃PO₃]·H₂O are the following:  orthorhombic space group <i>Pna</i>2₁; <i>a =</i>17.538(2), <i>b</i> = 4.814(1), <i>c</i> = 5.719(1) Å. …”

DataSheet1_The Variants at APOA1 and APOA4 Contribute to the Susceptibility of Schizophrenia With Inhibiting mRNA Expression in Peripheral Blood Leukocytes.pdf by Yao Fan (1977274)

“…SZ patients during the episode presented lower levels of apoA1, HDL-C, mRNA of APOA1 common variants and transcript variant 4, and APOA4 mRNA than controls (p < 0.01) while SZ patients in remission showed a significantly decreased APOA1 transcript variant 3 expression level and increased APOA4 mRNA expression level (p < 0.01). mRNA expression levels of APOA1 transcript variant 4 significantly increased with the variations of rs5072 in SZ during the episode (p_trend = 0.017). …”

DataSheet1_FFAR1/GPR40 Contributes to the Regulation of Striatal Monoamine Releases and Facilitation of Cocaine-Induced Locomotor Activity in Mice.doc by Yuko Sadamura (11304522)

“…Interestingly, local application of a FFAR1 agonist, GW9508, markedly augmented the striatal 5-HT release in FFAR1 wild-type (+/+) mice, whereas topical application of a FFAR1 antagonist, GW1100, significantly reduced the 5-HT release. …”