High-throughput phenomics of global ant biodiversity
Meineke, E. K., Davies, T. J., Daru, B. H. & Davis, C. C. Biological collections for understanding biodiversity…
Confounding factors and biases abound when predicting molecular biomarkers from histological images
Data and study design We analysed the limitations of existing ML approaches for predicting molecular biomarkers (for example,…
Leveraging tissue-resident memory T cells for non-invasive immune monitoring via microneedle skin patches
Hydrogel coatings maximizing cell migration enhance cell sampling by MN patches We previously developed minimally invasive MN patches…
Shape-conformal porous frameworks for full coverage of neural organoids and high-resolution electrophysiology
Inverse design strategies Inverse design used an AGA to determine 2D microlattice patterns, defined by spatially varying triangular…
Learning neuroimaging models from health system-scale data
Moor, M. et al. Foundation models for generalist medical artificial intelligence. Nature 616, 259–265 (2023). Article CAS PubMed …
NutriMatch: harmonizing food composition databases with large language models for enhanced nutritional prediction
Data collection We utilized data from the 10K Project, a prospective human cohort study involving over 10,000 healthy…
Twisted graphene puts magnetic fields in check
A graphene-based quantum sensor uses two decoupled layers to form a quantized 4 × 4 Landau-level checkerboard when…
Multimodal learning enables chat-based exploration of single-cell data
Multimodal training data of paired transcriptomes and text To establish a large training dataset of transcriptomes and their…
Systema: a framework for evaluating genetic perturbation response prediction beyond systematic variation
Nonparametric baselines We design two nonparametric baselines that we refer to as perturbed mean and matching mean. Perturbed…
Large-scale visualization of α-synuclein oligomers in Parkinson’s disease brain tissue
Autofluorescence suppression and high-sensitivity microscopy reveals nanoscale assemblies in human brain tissue An overview of the ASA–PD pipeline…
MSnLib: efficient generation of open multi-stage fragmentation mass spectral libraries
Materials All solvents used were of LC–MS grade. Methanol, acetonitrile, water and formic acid were obtained from Thermo…