PCA-CGAN Model Workflow Diagram. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. …”

Clean Your Floors Day by 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. …”

France by Caroline Fournet (21059681)

“…One such effort could be an amendment of the current law adapting French legislation to the Rome Statute to remove the condition of double criminality, the extremely strict complementarity, the requirement of usual residence and the prosecutorial monopoly over the initiation of proceedings. …”

Comparison of binding preferences for natural and synthetic indels. by 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 by Costanza Piccoli (21591975)

“…Following additional field surveys and the use of molecular taxonomic species identification, the list of amphibian lineages for the reserve was expanded by 14, while three lineages were removed as a result of improved species identification. …”

Qurʾanic Values and Modernity in Contemporary Islamic Ethics : <i>T</i><i>aha Abderrahmane and Fazlur Rahman in Conversation</i> by Ramon Harvey (21718904)

“…As century upon century has passed, Muslims live far from the society initially transformed by revelation. …”

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

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

Estimating octopus pose with DeepLabCut highlights the challenge of tracking the arms. by Willem Lee Weertman (22394833)

“…<b>(d) Visualizing body part velocities highlights the poor quality of arm tip tracking</b> Velocity traces for each of the arm tips were thresholded to remove outliers and then smoothed using a Savitsky-Golay filter. …”

S7 Fig - by Boaz Goldberg (22601119)

“…Nucleic Acids Res 51: 9509–9521. 10.1093/nar/gkad688.] with WebPlotDigitizer by automeris.io, showing the relative strength of various promoters alongside the change to expression strength on lengthening the upstream barrier distance to 3200 (Ai) or downstream barrier distance to 3408 bp (Aii) reported as the Far/Close ratio (i.e., the ratio of the expression strength and far and close distances, equivalent to the upstream and downstream susceptibilities discussed by Boulas et al.). …”

Table 1_Community perspectives on dogs, health risks, and veterinary care impacts in rural Alaska.docx by Laurie Meythaler-Mullins (21771794)

“…Consequences of overpopulation noted by respondents also include dog bites and attacks, and negative impacts of having to remove unwanted dogs from the community. Recommendations are given on actions to take on the federal, state, city, and village levels to increase access to veterinary care based on these findings. …”

Data Sheet 1_First report of bloodstream infection caused by Apiotrichum veenhuisii in a patient with acute lymphoblastic leukemia.pdf by 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. …”

Presentation 1_Gene co-expression regulatory network analysis identifies novel regulators in light signaling pathways in Arabidopsis.pdf by 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 by 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. …”