Frontal lobe traumatic brain injury is associated with hyperactivity of an insular–orbitofrontal circuit in both patients and mice. By combination of integrating functional imaging, cell‐type–specific circuit manipulation, single‐cell transcriptomics, and whole‐cell recordings, this work identifies the downregulation of the potassium channel KCNC3 in ...
Meng‐Ge Li +10 more
wiley +1 more source
Vocal features based Parkinson's detection: An ensemble learning approach. [PDF]
Chakole M +5 more
europepmc +1 more source
CLRe: A Synergistic Dual‐Engine Framework for One‐Step Retrosynthesis Prediction
CLRe uses a contrastive difficulty score to order pretrained seq2seq fine‐tuning for retrosynthesis. Reaction embeddings define the ranking score, and a cumulative easy‐to‐hard schedule expands from the easiest subset to the full training set while earlier examples remain active.
Tianhao Su +5 more
wiley +1 more source
Domain adaptation, self-supervision, and generative augmentation enhance GNNs for breast cancer prediction. [PDF]
Qiu S, Zhao Y, Li X.
europepmc +1 more source
Data‐Driven Discovery of Unconventional Antiferromagnets
A high‐throughput workflow that combines the physics‐informed pre‐screening, high‐throughput exchange calculations, Luttinger‐Tisza analysis and symmetry classification is established for accurate identification of unconventional antiferromagnets from the broad structural database.
Qirui Cui +3 more
wiley +1 more source
Enhanced early detection of thyroid cancer using ensemble machine learning and serum proteomics. [PDF]
Zhang D, Ding J, Zhou Z.
europepmc +1 more source
Interfacial Water Configurations: Evolution and Implications for Electrocatalysis
A comprehensive and mechanistic understanding of how interfacial water structures govern reaction pathways. This review aims to bridge the gap between unraveling the intricate role of water structures and establishing robust design principles for advanced catalysts.
Aoqi Wang +7 more
wiley +1 more source
Genetic structure analysis of a Northwest Chinese population using a self-developed DIP system and machine learning for forensic ancestry inference. [PDF]
Cai M +6 more
europepmc +1 more source
CuPB@HA is a CD44‐associated, plaque‐targeted nanozyme that alleviates oxidative stress, inflammation, and lipid accumulation in macrophages. By reducing CD36‐dependent lipid uptake and promoting ABCA1/ABCG1‐mediated cholesterol handling, it improves macrophage function, preferentially accumulates in atherosclerotic lesions, reduces plaque burden, and ...
Jianliang Ou +14 more
wiley +1 more source
Robust integration and annotation of single-cell and spatial omics data using interpretable gene programs. [PDF]
Zhang Y +8 more
europepmc +1 more source

