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Enhancing representation in radiography-reports foundation model: a granular alignment algorithm using masked contrastive learning

The high cost of annotation has long been a persistent challenge in the medical field. One prevalent approach to alleviating the annotation reliance in...

Computational investigation in inhibitory effects of amantadine on classical swine fever virus p7 ion channel activity

Conservation and hydrophobicity of CSFV p7 proteinThe amino acid sequences of CSFV p7 from ten different CSFV isolates were analyzed (Fig. 1A), indicating a high...

How mycorrhizal associations are growing our understanding of plant-soil feedback across plant communities

Andrew Eagar and Sara Moledor, from Michigan State University’s Department of Plant Biology, discuss their research group’s new review paper: Setting the Stage for...

Robust identification of perturbed cell types in single-cell RNA-seq data

NormalizationOur method takes as input a normalized count matrix (with corresponding cell type annotations). We recommend using scTransform13 to normalize, although the method is...

Exploring the value of multiple preprocessors and classifiers in constructing models for predicting microsatellite instability status in colorectal cancer

Patients and dataThe ethics review committee of Nanjing Drum Tower Hospital approved this retrospective study and waived the informed consent form. All the procedures...

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