Three-Dimensional Crystals Assembled by Linear Oligopeptoids nork Yen Jea Lee (8922140)

“...Here, we report the design of 3D peptoid crystals from linear peptoid hexamers, derived from amphiphilic diblock sequences that typically form crystalline two-dimensional (2D) nanosheets. By removing the amorphous domains and tuning the chain termini, crystalline lamellae up to 500 nm thick were achieved, far exceeding the thickness of typical nanosheets (on the order of a few nanometers). ...”

Three-Dimensional Crystals Assembled by Linear Oligopeptoids nork Yen Jea Lee (8922140)

“...Here, we report the design of 3D peptoid crystals from linear peptoid hexamers, derived from amphiphilic diblock sequences that typically form crystalline two-dimensional (2D) nanosheets. By removing the amorphous domains and tuning the chain termini, crystalline lamellae up to 500 nm thick were achieved, far exceeding the thickness of typical nanosheets (on the order of a few nanometers). ...”

Representative photos of tagged <i>S. siderea</i> with lesions in the Florida Keys. nork Greta Smith Aeby (4598455)

Reduced adhesive capacity in <i>Cep290</i> KO cells. nork Kazuhiko Matsuo (2880248)

“...Magnified images, indicated by yellow squares, are displayed on the far right. Red: F-actin, Green: α-tubulin, and Blue: DNA. ...”

Patient Costs and GDP per Capita. nork Ewan M. Tomeny (13751465)

“...However, across all countries, post-TB considerations had a far greater impact on cost-effectiveness. On average, removing the post-TB period increased ICERs by over 50% (ranging from +19.3% in Ghana to +108% in Mongolia, societal perspective). ...”

Neuronal Membrane-Functionalized Biohybrid Microrobots for Active Decontamination of Neurotoxins in Aqueous Environments nork Zhengxing Li (11171535)

“...Neurotoxins, such as tetrodotoxin (TTX), pose acute threats to aquatic biodiversity with far-reaching consequences for public health. The removal of TTX from aquatic environments presents a critical challenge, necessitating innovative and adaptive strategies. ...”

Neuronal Membrane-Functionalized Biohybrid Microrobots for Active Decontamination of Neurotoxins in Aqueous Environments nork Zhengxing Li (11171535)

“...Neurotoxins, such as tetrodotoxin (TTX), pose acute threats to aquatic biodiversity with far-reaching consequences for public health. The removal of TTX from aquatic environments presents a critical challenge, necessitating innovative and adaptive strategies. ...”

Neuronal Membrane-Functionalized Biohybrid Microrobots for Active Decontamination of Neurotoxins in Aqueous Environments nork Zhengxing Li (11171535)

“...Neurotoxins, such as tetrodotoxin (TTX), pose acute threats to aquatic biodiversity with far-reaching consequences for public health. The removal of TTX from aquatic environments presents a critical challenge, necessitating innovative and adaptive strategies. ...”

Neuronal Membrane-Functionalized Biohybrid Microrobots for Active Decontamination of Neurotoxins in Aqueous Environments nork Zhengxing Li (11171535)

“...Neurotoxins, such as tetrodotoxin (TTX), pose acute threats to aquatic biodiversity with far-reaching consequences for public health. The removal of TTX from aquatic environments presents a critical challenge, necessitating innovative and adaptive strategies. ...”

Neuronal Membrane-Functionalized Biohybrid Microrobots for Active Decontamination of Neurotoxins in Aqueous Environments nork Zhengxing Li (11171535)

“...Neurotoxins, such as tetrodotoxin (TTX), pose acute threats to aquatic biodiversity with far-reaching consequences for public health. The removal of TTX from aquatic environments presents a critical challenge, necessitating innovative and adaptive strategies. ...”

PCA-CGAN model parameter settings. nork 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 dataset proportion analysis chart. nork 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. ...”

Wavelet transform preprocessing results. nork 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. nork 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. nork 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. nork 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. nork 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. nork 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. nork 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. nork 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. ...”