[HTML][HTML] A review of transformers in drug discovery and beyond

J Jiang, L Chen, L Ke, B Dou, C Zhang, H Feng… - Journal of …, 2024 - Elsevier
Transformer models have emerged as pivotal tools within the realm of drug discovery,
distinguished by their unique architectural features and exceptional performance in …

[HTML][HTML] Recent development of computational cluster analysis methods for single-molecule localization microscopy images

Y Hyun, D Kim - Computational and Structural Biotechnology Journal, 2023 - Elsevier
With the development of super-resolution imaging techniques, it is crucial to understand
protein structure at the nanoscale in terms of clustering and organization in a cell. However …

Deep learning in single-molecule imaging and analysis: recent advances and prospects

X Liu, Y Jiang, Y Cui, J Yuan, X Fang - Chemical Science, 2022 - pubs.rsc.org
Single-molecule microscopy is advantageous in characterizing heterogeneous dynamics at
the molecular level. However, there are several challenges that currently hinder the wide …

Polarity nano-map** of polymer film using spectrally resolved super-resolution imaging

Y Park, D Jeong, U Jeong, H Park, S Yoon… - … Applied Materials & …, 2022 - ACS Publications
With the rapid development of the nanofabrication of polymer materials, the local
measurement of the chemical properties of polymer nanostructures has become crucial …

Machine Learning for Single-Molecule Localization Microscopy: From Data Analysis to Quantification

J Liu, Y Li, T Chen, F Zhang, F Xu - Analytical Chemistry, 2024 - ACS Publications
Single-molecule localization microscopy (SMLM) is a versatile tool for realizing nanoscale
imaging with visible light and providing unprecedented opportunities to observe …

Development of highly dense material-specific fluorophore labeling method on silicon-based semiconductor materials for three-dimensional multicolor super …

U Jeong, D Jeong, S Go, H Park, G Kim… - Chemistry of …, 2023 - ACS Publications
The recent development of super-resolution fluorescence microscopy (SRM) has drastically
improved the resolution of light microscopy to the order of tens of nanometers. However, the …

Surpassing the Diffraction Limit in Label-Free Optical Microscopy

D Palounek, M Vala, Ł Bujak, I Kopal, K Jiříková… - ACS …, 2024 - ACS Publications
Super-resolution optical microscopy has enhanced our ability to visualize biological
structures on the nanoscale. Fluorescence-based techniques are today irreplaceable in …

Advancing Spectrally‐Resolved Single Molecule Localization Microscopy with Deep Learning

H Manko, Y Mély, J Godet - Small, 2023 - Wiley Online Library
Spectrally‐resolved single molecule localization microscopy (srSMLM) is a recent technique
enriching single molecule localization microscopy with the simultaneous recording of …

Precision lung cancer screening from CT scans using a VGG16-based convolutional neural network

H Xu, Y Yu, J Chang, X Hu, Z Tian… - Frontiers in Oncology, 2024 - pmc.ncbi.nlm.nih.gov
Objective The research aims to develop an advanced and precise lung cancer screening
model based on Convolutional Neural Networks (CNN). Methods Based on the health …

Artificial Intelligence‐Empowered Spectroscopic Single Molecule Localization Microscopy

Y Hyun, D Kim - Small Methods, 2024 - Wiley Online Library
Spectroscopic single‐molecule localization microscopy (SMLM) has revolutionized the
visualization and analysis of molecular structures and dynamics at the nanoscale level. The …