PhysioFormer: Integrating multimodal physiological signals and symbolic regression for explainable affective state prediction. [PDF]
Wang Z, Wu W, Zeng C, Shen J.
europepmc +1 more source
Is Human Walking a Network Medicine Problem? An Analysis Using Symbolic Regression Models with Genetic Programming. [PDF]
Dasgupta P +3 more
europepmc +1 more source
A pro‐inflammatory microglial subset persists after decompression in chronic compressive cervical spinal cord injury and shows enhanced Dnmt3a‐driven m5C signaling. By stabilizing RelA mRNA, this axis sustains NF‐κB activation and postoperative neuroinflammation.
Tianyu Qin +15 more
wiley +1 more source
Design of Single-Atom Catalysts Anchored in N-Doped Biphenylene Using Symbolic Regression for Electrocatalytic Nitrate Reduction to Ammonia. [PDF]
Shu Z +9 more
europepmc +1 more source
FOS3D: A Fluorescence‐Enabled Toolkit for Characterizing a Three‐dimensional Osteosarcoma Model
FOS3D describes fluorescent (F) osteosarcoma (OS) cells in a tri‐dimensional (3D) model. The study comprises three phases: development, where biofabrication parameters are tuned to achieve cytocompatibility and tumor‐specific mechanical properties in cell‐laden gelatin methacryloyl constructs; validation, where whole‐well fluorescence reading is ...
William Humble +9 more
wiley +1 more source
Interpretable Machine Learning to Understand Wildfire Toxicity: Bridging Chemicals, Omics, and Toxicological Outcomes via Symbolic Regression with Novel Feature Scoring. [PDF]
Chappel JR +6 more
europepmc +1 more source
Robust learning from noisy, incomplete, high-dimensional experimental data via physically constrained symbolic regression. [PDF]
Reinbold PAK +3 more
europepmc +1 more source
Phylogenetic and biochemical analyses of the heme transporter CydDC reveal its functional conservation throughout bacterial evolution and demonstrate its unique asymmetric allosteric mechanism. Furthermore, impairment of CydDC function directly affects bacterial antibiotic resistance and likely compromises antibiotic efficacy through drug efflux.
Lili Yang +19 more
wiley +1 more source
Using graph neural network and symbolic regression to model disordered systems. [PDF]
Chen R +5 more
europepmc +1 more source
Integrated clinical and mechanistic analyses identify GALNT7 as a ferroptosis‐suppressive regulator associated with immunotherapy resistance in non‐small cell lung cancer. GALNT7 depletion promotes lipid peroxidation, mitochondrial dysfunction, and ferroptosis, enhances CD8+ T‐cell activation and IFN‐γ production, and sensitizes tumors to PD‐1 blockade,
Jiadi Gan +11 more
wiley +1 more source

