PCAECG_GAN. מאת 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. ..."

MIT dataset expansion quantities and Proportions. מאת 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. ..."

Experimental hardware and software environment. מאת 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 K-fold experiment table. מאת 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. ..."

Classification model parameter settings. מאת 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. ..."

MIT-BIH expanded dataset proportion chart. מאת 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. ..."

AUROC Graphs of RF Model and ResNet. מאת 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. מאת 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. מאת 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. מאת 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. מאת 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. מאת 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. מאת 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. מאת 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. מאת 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 מאת 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. מאת 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 מאת 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...."

Miriama Narayan: The Future Smells Great for Wastewater Research (even though it stinks)! מאת 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 מאת 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. ..."