Results 231 to 240 of about 226,754 (318)

Semantic Segmentation Method for Sparse Point Clouds Based on Straight Flow Completion and Multi-Feature Fusion. [PDF]

Sensors (Basel)
Zheng T, Meng Z, Yu C, Xie T, Xu Y.
europepmc   +1 more source

AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective

Advanced Intelligent Discovery, EarlyView.
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley   +1 more source

Research on Multi-Agent Semantic Communication Framework Based on Comparative Learning Joint Optimization. [PDF]

Sensors (Basel)
Yang H, Li H, Chen H, Wang L, Li J, Qing L, He X.   +6 more
europepmc   +1 more source

Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy

Advanced Intelligent Discovery, EarlyView.
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang, Andrew Bai, Alexandra Bermudez, Yunqi Hong, Zoe Latham, Iris Sloan, Michael Liu, Vishrut Goyal, Cho‐Jui Hsieh, Neil Y. C. Lin   +9 more
wiley   +1 more source

Addressing the Challenges of Semantic Citizen-Sensing [PDF]

, 2011
Pan, Jeff Z, Edwards, Pete, Corsar, David, Velaga, Nagendra Rao, Nelson, John Donald   +4 more
core  

Multi-dimensional text feature fusion-based BA-RILA for ancient Chinese poetry theme recognition. [PDF]

Sci Rep
Zhang X, Liu Y.
europepmc   +1 more source

AI‐BioMech: Deep Learning Prediction of Mechanical Behavior in Aperiodic Biological Cellular Materials

Advanced Intelligent Discovery, EarlyView.
AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia, Marcelo A. Dias, Parvez Alam   +2 more
wiley   +1 more source

Multimodal Navigation System for Visually Impaired Users Using Environmental Perception and Vision-Language Models. [PDF]

Sensors (Basel)
Lin HY, Fan YH, Chang CC.
europepmc   +1 more source

In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs

Advanced Intelligent Discovery, EarlyView.
A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley   +1 more source

TransitNet: A lightweight semantic segmentation network for urban traffic scene understanding. [PDF]

PLoS One
Zhang H, Zhao Z, Chu X, Liu Y.
europepmc   +1 more source