Author

A. Barry

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Preprint Aug 2026

CosMAP: Contrastive Manifold Approximation and Projection for Dimensionality Reduction of Omics and Genealogical Data

Omics datasets, particularly single-cell RNA sequencing data, are high-dimensional, sparse, noisy, and dominated by zero values, making faithful low-dimensional representation challenging. Existing dimensionality-reduction methods may distort local neighbourhoods, global organization, or the cohesion of meaningful popu...

Fenosoa Randrianjatovo, Maya Saleh, S. Girard et al. · 0 citations

Open access Aug 2026

A Multi-Pathway Approach to Pesticide Exposure in Agricultural Communities: Protocol for an Observational Study

Background The widespread use of pesticides in agriculture raises concerns about exposure among populations living near treated fields. Environmental contamination may lead to prolonged pesticide exposure, with potential health effects, yet significant knowledge gaps remain regarding exposure levels and pathways in agr...

Raphael Teysseire, Jonathan Chevrier, Pedro A. Segura et al. · JMIR Research Protocols · 0 citations