machine learning
Pan-Cancer Patterns Uncovered With Expression-Centered Deep Learning Method
Researchers trained the DeepProfile tool with gene expression data for more than 50,000 tumors before using it to tease out biological and clinical relationships across cancer types.
Plasma Proteome-Phenome Associations Offer Insights Into Potential Biomarkers, Disease Treatments
Researchers used blood plasma profiles and electronic health record data to find trait and disease associations, potential protein biomarkers, and potential treatment-target strategies.
Members of the HCA consortium published around 40 new papers outlining their progress in characterizing cellular features across tissues, organs, and other biological systems.
The research team looked at cell-free DNA fragmentation profiles across the genome combined with measurements of two key biomarkers to detect ovarian cancer.
German Researchers Devise Machine Learning Method for Protein Design
The researchers, from the Technical University of Munich, said the approach could enable the design of protein complexes and therapeutic proteins, among other applications.