[HTML][HTML] Artificial intelligence for high content imaging in drug discovery
J Carreras-Puigvert, O Spjuth - Current Opinion in Structural Biology, 2024 - Elsevier
Artificial intelligence (AI) and high-content imaging (HCI) are contributing to advancements
in drug discovery, propelled by the recent progress in deep neural networks. This review …
in drug discovery, propelled by the recent progress in deep neural networks. This review …
Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning
Recently virtual staining technology has greatly promoted the advancement of
histopathology. Despite the practical successes achieved the outstanding performance of …
histopathology. Despite the practical successes achieved the outstanding performance of …
From Pixels to Information: Artificial Intelligence in Fluorescence Microscopy
This review explores how artificial intelligence (AI) is transforming fluorescence microscopy,
providing an overview of its fundamental principles and recent advancements. The roles of …
providing an overview of its fundamental principles and recent advancements. The roles of …
[HTML][HTML] Instance segmentation of cells and nuclei from multi-organ cross-protocol microscopic images
S Baral, MP Paing - Quantitative Imaging in Medicine and …, 2024 - qims.amegroups.org
Background: Light microscopy is a widely used technique in cell biology due to its
satisfactory resolution for cellular structure analysis, prevalent availability of fluorescent …
satisfactory resolution for cellular structure analysis, prevalent availability of fluorescent …
OrgaMeas: A pipeline that integrates all the processes of organelle image analysis
T Baba, A Inoue, S Tanimura, K Takeda - bioRxiv, 2024 - biorxiv.org
Although image analysis has emerged as a key technology in the study of organelle
dynamics, the commonly used image-processing methods, such as threshold-based …
dynamics, the commonly used image-processing methods, such as threshold-based …
BCAnalyzer: A Semi-automated Tool for the Rapid Quantification of Cell Monolayer from Microscopic Images in Scratch Assay
The scratch assay is a simple and low-cost approach to evaluate the speed and character of
cell migration in vitro. The principle is based on the online imaging of the “scratch” in the …
cell migration in vitro. The principle is based on the online imaging of the “scratch” in the …