AUROC Graphs of RF Model and ResNet. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN Model Workflow Diagram. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Structural Diagrams of RF Model and ResNet Model. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN model convergence curve. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN Structure Diagram. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Comparison of Model Five-classification Results. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCAECG-GAN K-fold experiment table. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN Pseudocode Table. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN Ablation Experiment Results. 著者: Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Presentation 1_Gene co-expression regulatory network analysis identifies novel regulators in light signaling pathways in Arabidopsis.pdf 著者: Yanan Bai (627086)

“…To examine whether the hub genes in the honeydew1 module play a role in light signaling, we isolated mutants in selected hub genes and measured hypocotyl lengths under dark, red, and far-red light conditions. These assays showed that four hub genes are involved in regulating light signaling pathways. …”

Table 1_Gene co-expression regulatory network analysis identifies novel regulators in light signaling pathways in Arabidopsis.xlsx 著者: Yanan Bai (627086)

“…To examine whether the hub genes in the honeydew1 module play a role in light signaling, we isolated mutants in selected hub genes and measured hypocotyl lengths under dark, red, and far-red light conditions. These assays showed that four hub genes are involved in regulating light signaling pathways. …”

Table 2_Gene co-expression regulatory network analysis identifies novel regulators in light signaling pathways in Arabidopsis.xlsx 著者: Yanan Bai (627086)

“…To examine whether the hub genes in the honeydew1 module play a role in light signaling, we isolated mutants in selected hub genes and measured hypocotyl lengths under dark, red, and far-red light conditions. These assays showed that four hub genes are involved in regulating light signaling pathways. …”

Table 3_Gene co-expression regulatory network analysis identifies novel regulators in light signaling pathways in Arabidopsis.xlsx 著者: Yanan Bai (627086)

“…To examine whether the hub genes in the honeydew1 module play a role in light signaling, we isolated mutants in selected hub genes and measured hypocotyl lengths under dark, red, and far-red light conditions. These assays showed that four hub genes are involved in regulating light signaling pathways. …”

Clean Your Floors Day 著者: Matthew Partridge (458241)

“…<p dir="ltr">This cartoon features a conversation about floor cleaning gone too far. The chemical stains are removed, but so is the floor, revealing a hole to another lab below. …”

Comparison of binding preferences for natural and synthetic indels. 著者: Carlos Owusu-Ansah (22470314)

“…The first strategy (Synthetic Indels - Far), involves choosing transcript fragments randomly from human transcripts without regard for the location of experimentally observed indels. …”

The amphibians of Betampona: an updated account of the remarkable diversity of Madagascar’s central-eastern Strict Nature Reserve 著者: Costanza Piccoli (21591975)

“…At present, 30 of the 87 lineages are awaiting taxonomic revision or formal description, 13 of which are so far known only from this reserve. This study illustrates how the characterization of the extremely rich biodiversity of Madagascar is far from complete, and how important it is to continue performing dedicated surveys even in well-known areas.…”

Carbohydrate-Active Enzymes (CAZymes) and Woody/Herbaceous Host Preference in Pectobacteriaceae 著者: Leighton Pritchard (433506)

“…Only a minority of CAZymes have so far been characterised. Practical screens of CAZymes (an organism’s CAZome) can be slow and resource-intensive. …”

Miriama Narayan: The Future Smells Great for Wastewater Research (even though it stinks)! 著者: Miriama Wilson (6952499)

“…<p dir="ltr">My PhD research involves analysing wastewater from around Aotearoa; specifically, 21 Wastewater Treatment Plants (WWTP). …”

Data Sheet 1_First report of bloodstream infection caused by Apiotrichum veenhuisii in a patient with acute lymphoblastic leukemia.pdf 著者: Yifeng Liu (3855034)

“…After amphotericin B and voriconazole treatments, the patient’s symptoms were resolved remarkably. No recurrent B-ALL was found in her bone marrow at 3 months of follow-up. …”

Supplementary file 3_Looking back and abroad while (not) moving forward. Migration, ideas and the stability of citizenship in Spain.docx 著者: Francesco Pasetti (16715067)

“…This set of ideas, in which political parties' views overlap, has constituted the tracks along which the country's nationality laws have evolved. It has outlived not only demographic but also political changes including the appearance of the country's first far-right, anti-immigrant party. …”