A theory-driven candidate annotation architecture for collective regulation under stress in human-centered computational psychiatry: early modern Iberia as a worked coding demonstration. [PDF]
Niederlohmann E.
europepmc +1 more source
Topology‐Aware Deep Learning on Higher‐Order Structures for Drug Response Prediction
We present TopDr, a topology‐aware deep learning framework that encodes both drugs and cell lines as multiscale simplicial complexes, capturing interactions at the 0‐, 1‐, and 2‐simplex levels. By jointly integrating local higher‐order neighborhoods and global topological structures, TopDr generates enriched representations for sensitivity prediction ...
Cong Shen +3 more
wiley +1 more source
Semi-supervised medical image captioning via anatomical collaborative evidence network. [PDF]
Zhou S +8 more
europepmc +1 more source
This review explores the convergence of artificial intelligence technologies in modeling drug–drug and drug–target interactions. By evaluating advanced feature engineering, architectural innovations, and learning paradigms reveals shared evolutionary trends and critical challenges, such as cold‐start settings and shortcut learning.
Xin Sun, Tong Wang
wiley +1 more source
PlasRAG: comprehensive plasmid characterization and retrieval through sequence-text alignment. [PDF]
Ji Y, Guan J, Liao H, Shang J, Sun Y.
europepmc +1 more source
Journal of the Text Encoding Initiative. Issue 8. Selected Papers from the 2013 TEI Conference
Ciula, A, Ciotti, F
core
Photonic‐Enabled Energy‐Efficient Transparent Neuromorphic Computing Devices: A Review
Transparent photonic neuromorphic computing devices merge optics and brain‐inspired computing to overcome von Neumann bottlenecks with ultrafast, low‐energy processing. By exploiting transparent oxides, 2D materials, phase‐change materials, and hybrid heterostructures, these platforms enable photonic synapses, memory, and logic for see‐through edge ...
Shuvaraj Ghosh +8 more
wiley +1 more source
A pair of DNA glucosyltransferases elevate counter-defense in bacteriophage T4. [PDF]
Ramirez-Chamorro L +8 more
europepmc +1 more source
Predicting Pediatric Urological Surgery Duration Through Multimodal Patient-Physician Feature Fusion: Deep Learning Framework Incorporating Clinical Text Embedding. [PDF]
Zhao Y +7 more
europepmc +1 more source
Predicting ICU in-hospital mortality from text-encoded structured EHR data using adaptive transformer layer fusion. [PDF]
Wang H +19 more
europepmc +1 more source

