Microbiology and Diagnostics

AI | Bioinformatics | Cancer | Disease Diagnosis | News | Paper Summary | Trending

Microsoft Unveils GigaPath: First Whole-slide Foundation Model for Real-World Digital Pathology
ByDeotima Chakraborty May 25, 2024October 22, 2026

A typical gigapixel slide may include tens of thousands of picture tiles, which presents special computing issues for digital pathology. The crucial slide-level context has been lost in previous models, which frequently resorted to subsampling a small portion of tiles for each presentation. The researchers introduce Prov-GigaPath, a foundation model for whole-slide pathology that was…

Read More Microsoft Unveils GigaPath: First Whole-slide Foundation Model for Real-World Digital Pathology
AI | Bioinformatics | Computational Models | Deep Learning | Neural Network | News | Paper Summary | Trending

Deep Learning Meets Clinical Microbiology: Unveiling DeepColony for Automated Culture Plates Interpretation
BySonal Keni November 4, 2023November 23, 2023

The introduction of Full Laboratory Automations has served to revolutionize the workflows of labs worldwide, helping with the automation of routine tasks and the capacity for digital analysis of the results. However, a significant limitation is the inability to identify and interpret bacterial cultures, a task that is considered essential in the field of microbiology…

Read More Deep Learning Meets Clinical Microbiology: Unveiling DeepColony for Automated Culture Plates Interpretation

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