This study presents BraMARS, an explainable deep learning model that estimates future brain metastasis risk in surgically resected limited‐stage small‐cell lung cancer using routine H&E‐stained whole‐slide images. By linking model‐attributed spatial histopathology with clinical outcomes and proteomic programs, BraMARS provides a biologically ...
Zijian Yang +10 more
wiley +1 more source
Integrated AHP-Delphi and Mini-HTA for selection of metabolic drugs in China's national medical insurance catalog: a framework towards quantitative dynamic adjustment. [PDF]
Li J, Huang T, Sun Y, Yu L.
europepmc +1 more source
Vision begins not with images but with change: the retina fires only when something moves, handing the brain a stream of spikes. A neuromorphic imaging system adopts the same strategy—an event sensor that sees like the retina, a spiking network that thinks like the brain—to track and reconstruct fully randomly moving targets through tissue (phantom ...
Ning Zhang, Arto Nurmikko
wiley +1 more source
Using Genomic Data in Personalized Oncology Medicine: An Exploratory Expert-Elicitation Study with Narrative Regulatory Mapping of Regulations, Implementations, and Challenges in Saudi Arabia. [PDF]
Hakami L +3 more
europepmc +1 more source
Neuromorphic Devices and Computing for Sensing, Memory, and Control
This review introduces neuromorphic devices made from diverse materials. These devices mimic neuronal functions and architectures and, when integrated with artificial or biological computing, can form closed loops with neurons for pressure, optical, acoustic, and biochemical sensing and modulation.
Zhengguang Zhu +2 more
wiley +1 more source
Role-Differentiated AI Competencies and Curriculum Implications for Health Professions Education: Qualitative Study. [PDF]
Park Y +5 more
europepmc +1 more source
MetaboSense is a first‐of‐its‐kind microfluidic platform enabling continuous, in‐line monitoring of glucose and lactate during ex vivo lung perfusion. Combining a quantum dot–mediated aptamer assay with mixing, depletion, and optofluidic detection modules, it achieves 60–s temporal resolution and shows strong agreement with standard blood gas analyzers,
Sanjana Srikant +14 more
wiley +1 more source
Developing and validating a regulatory science competency framework for immune cell therapy: a mixed-methods study. [PDF]
Lee JA.
europepmc +1 more source
A microfluidic tumor platform integrates pharmacokinetic flow control, vascular‐like barriers, and 3D tumor spheroids to emulate in vivo drug exposure. The system reproduces dynamic concentration–time profiles and enables size‐dependent nanoparticle transport and efficacy evaluation, providing a predictive framework for assessing nanomedicine ...
Su Jeong Kang +5 more
wiley +1 more source
Development of a multidimensional disease burden assessment system for childhood neuroblastoma based on the social determinants of health theory. [PDF]
Ban X, Chong Q, Shao W, Liu W, Peng M.
europepmc +1 more source

