From Biological Mechanisms to Causal Inference: Quantitative Systems Pharmacology and Causal Frameworks in Drug Development. [PDF]
Klabunde T +3 more
europepmc +1 more source
Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
Cover ASSETS: JAP Vol 12, No 1 (2023)
Jurnal Akuntansi dan Pendidikan, ASSETS
core +1 more source
Large‐Scale Machine Learning to Screen for Small‐Molecule Senolytics
A consistent workflow underpins all experiments in this study. A dedicated model‐selection dataset first identifies optimal hyperparameters for each algorithm. Models are then trained and rigorously evaluated on independent sets of molecules using the senolytic ratio SR. Comprehensive hyperparameter exploration across SMILES representations, task types,
Alexis Dougha +2 more
wiley +1 more source
Dine in or take out dataset: user behavior in an interactive virtual reality café. [PDF]
Ibragimov E +3 more
europepmc +1 more source
An ultra‐fast small‐sample AI consensus pipeline combines co‐folding and docking to target structure‐lacking p53 monomers. Its optimal mini‐protein binder shows robust interfacial affinity and promising druggability, supplying unprecedented antitumor p53 templates.
Ningyao Li +9 more
wiley +1 more source
A Virtual Reality Dataset to Support Hand Action Observation in Rehabilitation and Motor Learning Studies. [PDF]
Ciraolo A +13 more
europepmc +1 more source
Cover ASSETS: JAP Vol 11, No 2 (2022)
Jurnal Akuntansi dan Pendidikan, ASSETS
core +1 more source
A Generative AI Framework to Predict Cardiomyocyte Contraction Function From Single Static Images
A single static hiPSC‐cardiomyocyte image is fed into a U‐Net‐GAN framework, which directly predicts a pixel‐resolved contraction heatmap without time‐lapse imaging. StyleGAN2‐generated synthetic cell–heatmap pairs augment training, improving prediction fidelity (SSIM = 0.84).
Andrew Kowalczewski +5 more
wiley +1 more source
Dataset of perceptions of waiting in a virtual reality (VR) doctor's office receptionist queue with and without notifications on the reason for a delay. [PDF]
Ibragimov E +3 more
europepmc +1 more source

