Quantifying uncertainty in microbiome-based prediction using Gaussian processes with microbial community dissimilarities. [PDF]
Adachi A, Zhang F, Kanaya S, Ono N.
europepmc +1 more source
Model‐Driven Optimization of Subcutaneous Polymer Prodrugs Achieves Cancer Remission in Mice
A pharmacokinetics/pharmacodynamics (PK/PD) model was developed to evaluate multiple dosing regimens for subcutaneously administered water‐soluble polymer prodrug for cancer therapy. The model enabled prediction of in vivo performance and contributed to the optimization of anticancer efficacy.
Anne Rodallec +5 more
wiley +1 more source
Genetic association mapping leveraging Gaussian processes. [PDF]
Kumasaka N.
europepmc +1 more source
A human microfluidic blood‐brain barrier (mBBB) model enables spatially resolved comparison of nanoparticle trafficking. Extracellular vesicles (EVs), liposomes, and nanoplastics exhibit distinct transport and disruption behaviors, revealing that membrane composition and uptake pathways govern BBB interaction.
Bryan B. Nguyen +9 more
wiley +1 more source
Prospective prediction of childhood body mass index trajectories using multi-task Gaussian processes. [PDF]
Leroy A +12 more
europepmc +2 more sources
Treed Gaussian processes for animal movement modeling. [PDF]
Rieber CJ, Hefley TJ, Haukos DA.
europepmc +1 more source
Plasmonic Enhancement of Fluorescence and Protein Dynamics in Living Mammalian Cells
This study demonstrates plasmonic enhancement of the function of fluorescent voltage sensing proteins (genetically encoded voltage indicators, (GEVIs), QuasAr6) in live mammalian cells. Coupling to plasmonic nanoparticles does not just increase fluorescence, but influences the protein photocycle, creating a hybrid sensor with its response speed to ...
Marco Locarno +16 more
wiley +1 more source
Radial Neighbors for Provably Accurate Scalable Approximations of Gaussian Processes. [PDF]
Zhu Y, Peruzzi M, Li C, Dunson DB.
europepmc +1 more source
Ferroelectric Quantum Dots for Retinomorphic In‐Sensor Computing
This work has provided a protocol for fabricating retinomorphic phototransistors by integrating ferroelectric ligands with quantum dots. The resulting device combines ferroelectricity, optical responsiveness, and low‐power operation to enable adaptive signal amplification and high recognition accuracy under low‐light conditions, while supporting ...
Tingyu Long +26 more
wiley +1 more source
Audiogram Estimation Performance Using Auditory Evoked Potentials and Gaussian Processes. [PDF]
Chesnaye MA +4 more
europepmc +1 more source

