Results 251 to 260 of about 507,216 (286)

Multiobjective Environmental Cleanup with Autonomous Surface Vehicle Fleets Using Multitask Multiagent Deep Reinforcement Learning

Advanced Intelligent Systems, EarlyView.
This study presents a multitask strategy for plastic cleanup with autonomous surface vehicles, combining exploration and cleaning phases. A two‐headed Deep Q‐Network shared by all agents is traineded via multiobjective reinforcement learning, producing a Pareto front of trade‐offs.
Dame Seck, Samuel Yanes, Manuel Perales, Daniel Gutiérrez, Sergio Toral   +4 more
wiley   +1 more source

Contact morphology of sand particles in dunes. [PDF]

Sci Rep
Alonso-Marroquin F, Khan SZ, Alqubalee A, Mora P, Al-Shuhail A.   +4 more
europepmc   +1 more source

Predicting Postresection Colorectal Liver Metastases Recurrence Using Advanced Graph Neural Networks with Explainability and Causal Inference

Advanced Intelligent Systems, EarlyView.
This study introduces a framework that combines graph neural networks with causal inference to forecast recurrence and uncover the clinical and pathological factors driving it. It further provides interpretability, validates risk factors via counterfactual and interventional analyses, and offers evidence‐based insights for treatment planning ...
Jubair Ahmed, Md. Abdur Rahman, Mohaimenul Azam Khan Raiaan, Sami Azam   +3 more
wiley   +1 more source

A Global Analysis of Within-Country Health Inequalities.

JAMA Health Forum
Bendavid E, Littleton AKS, Mejía-Guevara I, Fenyo M, Miller G.   +4 more
europepmc   +1 more source

Development and validation of an interpretable machine learning model for acute radiation dermatitis in breast cancer. [PDF]

Front Oncol
Duan X, Liu Y, Shang Y, Lu X, Zhou Y, Liu L, Liu Z.   +6 more
europepmc   +1 more source

Iterative Data Curation for Machine Learning‐Based Inverse Design of Active Composite Plates for Four‐Dimensional Printing

Advanced Intelligent Systems, EarlyView.
A machine learning framework is developed for the inverse design of 4D‐printed active composite plates. It utilizes a forward model to predict shapes from patterns and an inverse model to suggest initial patterns for desired shapes. This framework integrates a genetic algorithm to refine the predicted patterns, ensuring higher accuracy in achieving ...
Teerapong Poltue, Chao Zhang, Frédéric Demoly, Kun Zhou, H. Jerry Qi   +4 more
wiley   +1 more source

An explainable "family bucket" model for simultaneous prediction of K-edge XANES for multiple light transition metals. [PDF]

Chem Sci
Huang C, Zhang Y, Li S, Wang H, Wang Y, Wei S, Sun S.   +6 more
europepmc   +1 more source

RanBALL: An Ensemble Machine Learning Framework for Accurate Subtype Identification of Pediatric B‐Cell Acute Lymphoblastic Leukemia

Advanced Intelligent Systems, EarlyView.
Here, we present RanBALL, an ensemble random projection‐based model for accurate and cost‐effective identification of B‐cell acute lymphoblastic leukemia subtypes is presented. By preserving patient‐to‐patient distance after dimension reduction by random projection and ensemble learning, RanBALL can facilitate the discovery of B‐ALL subtype‐specific ...
Lusheng Li, Hanyu Xiao, Xinchao Wu, Zhenya Tang, Joseph D. Khoury, Jieqiong Wang, Shibiao Wan   +6 more
wiley   +1 more source

Reconstructing brain causal dynamics for subject and task fingerprints using fMRI time-series data. [PDF]

Health Inf Sci Syst
Song D, Shen L, Duong-Tran D, Wang X.
europepmc   +1 more source

Using community‐based system dynamics to understand connections between housing and education: A case study with implications for homelessness prevention school‐housing partnership

American Journal of Community Psychology, EarlyView.
Abstract In some communities, schools and housing agencies are innovatively partnering to prevent family homelessness and protect students from the negative outcomes associated with housing hardship. While there is increasing interest in expanding the array of housing solutions via school‐housing partnership, more research is needed to understand the ...
Jessica K. McCabe Johnson, Kelsey Werner, Sarah Bartley, Ellen Dickenson, Alicia Woodsby, Eva Rachel Tine, Gautam N. Yadama   +6 more
wiley   +1 more source