Nature

Bio-optimized complex valued spatiotemporal GNN for herbal species classification

Herbs have long been integral to various health and medicinal benefits. Identifying the correct herb species from thousands of diverse options is a laborious and time-consuming process. To address ...
Nature

A hybrid bio inspired neural model based on Ropalidia Marginata behavior for multi disease classification

Accurate and efficient disease diagnosis remains a critical challenge in the healthcare sector. With the growing availability of biomedical data, machine learning techniques have become invaluable ...
EurekAlert!

Power of Position: Classification and the Biodiversity Science by Robert D. Montoya, now available from the MIT Press

Robert D. Montoya examines how biodiversity classification, with its ranking of species, has social and political implications as well as implications for the field of information studies in his book ...
BioTechniques

Robust morphology-based classification of cells following label-free cell-by-cell segmentation using convolutional neural networks

Light microscopy is a cost-effective, non invasive, accessible modality for high-throughput live-cell imaging. Accurate segmentation of individual cells enables exploration of complex biological ...
ascopubs.org

A revised Children's Oncology Group (COG) neuroblastoma risk classification system: Report from the COG biology study ANBL00B1.

Identification of targetable molecular alterations in the NCI-COG Pediatric MATCH trial. Randomization of dose-reduced subcutaneous interleukin-2 (scIL2) in maintenance immunotherapy (IT) with ...
BioTechniques

Incucyte® advanced label-free classification

This Protocol provides a working example of label-free quantification of live and dead cells utilizing the Incucyte® Live-cell Analysis System and the Incucyte® Advanced Label-free software module.