ABSTRACT We present p‐Brain, a modular, open‐source framework for reproducible, automated quantitative DCE‐MRI at scale. Rather than a fixed pipeline, p‐Brain is built from interchangeable stages (ingestion, T1/M0$$ {T}_1/{M}_0 $$ fitting, vascular and tissue ROI extraction, signal‐to‐concentration conversion, kinetic modeling, and quality control ...
Edis D. Tireli +5 more
wiley +1 more source
Joint Service Chain Orchestration and Computation Offloading via GNN-Based QMIX in Industrial IoT. [PDF]
Huang X, Tian B.
europepmc +1 more source
Abstract Multispectral three‐dimensional (3D) imaging offers substantial potential for plant phenotyping, yet manual segmentation of plant organs remains a bottleneck in breeding programs. We developed a color‐based filtering workflow for faba bean (Vicia faba L.) point clouds that optimizes lower and upper thresholds of spectral indices and broadband ...
Lennart Scheer +6 more
wiley +1 more source
PSO-Based Dynamic RSU Role Assignment Framework for Scalable and Reliable Content Delivery in VANETs. [PDF]
Shin Y, Choi H, Nam Y, Lee E.
europepmc +1 more source
A Comprehensive Review on Federated and Incremental Learning in Spatial Crowdsourcing Systems
A comprehensive overview of Federated and Incremental Learning (FIL) integration in Spatial Crowdsourcing, highlighting privacy, security, adaptability, efficiency challenges, and future research directions. ABSTRACT Spatial Crowdsourcing (SC) coordinates workers and requesters through personal mobile devices to complete location‐dependent tasks in ...
Md Mujibur Rahman +3 more
wiley +1 more source
Software Reference Architecture for Real-Time Mobile Digital Phenotyping: Evaluation of System Designs. [PDF]
Kim I +4 more
europepmc +1 more source
Evaluation of Mutation Risk Using Patient‐Derived Organoids in Patients With Lynch Syndrome
ABSTRACT Lynch syndrome (LS) is a hereditary cancer predisposition syndrome caused by germline mutation of DNA mismatch repair (MMR) genes, most notably associated with colorectal cancer. Although LS patients face high risk of CRC, risk can vary even among those with the same pathogenic MMR germline mutations. We suggest a functional assay platform for
Youmi Shin +10 more
wiley +1 more source
Lightweight Security-by-Design for TinyML Models in Constrained Embedded Environments. [PDF]
Alanazi HA, Alshammari KR.
europepmc +1 more source
Exact Computation of the Color Function for Triangular Element Interfaces
We propose a robust algorithm, the Front2VOF algorithm, to compute the color function for triangular element interfaces in Front‐Tracking methods on a Cartesian mesh. ABSTRACT The calculation of the volume enclosed by curved surfaces discretized into triangular elements and a cube is of great importance in different domains, such as computer graphics ...
Jieyun Pan +8 more
wiley +1 more source
LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval. [PDF]
Cheng H +7 more
europepmc +1 more source

