The Next Chapter Of Healthcare GenAI: Multi-Agent, Domain-Specific And Governed

The next major evolution will come from multi-agent systems—networks of smaller, specialized AI models that coordinate across ...
EurekAlert!

Label attention meets deep learning: a novel model for ICD-11 automatic classification of Chinese EMRs

BiLSTM, an ICD-11 automatic coding model using MC-BERT and label attention. Experiments on clinical records show 83.86% ...
GitHub

Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework

For a minimal example of how to use the environment framework, refer to examples/simple-calculator. For the environment and training data used in our paper, see AgentBench FC. For reproducing the ...
IEEE

Multi-Gaussian Prototype Metric With Dual Optimization for Cross-Domain Few-Shot Hyperspectral Image Classification

Abstract: Metric-based few-shot learning (FSL) methods have shown great potential in cross-domain hyperspectral image (HSI) classification. However, existing approaches face three key challenges: ...
Bleeping Computer

RansomHouse upgrades encryption with multi-layered data processing

The RansomHouse ransomware-as-a-service (RaaS) has recently upgraded its encryptor, switching from a relatively simple single-phase linear technique to a more complex, multi-layered method. In ...
Dronelife

Multi-Class Drone Missions Managed by a Single Operator in JADC2 Demonstration

Lockheed Martin Skunk Works® and XTEND have expanded their collaboration to support joint all-domain command and control (JADC2) missions. The companies integrated the XTEND Operating System (XOS) ...
IEEE

EfficientSTNet: A Deep Learning Approach for Multi-Class DDoS Detection

Abstract: DDoS attacks are highly destructive, capable of targeting multiple devices simultaneously and posing significant threats to network systems. Therefore, it is increasingly essential to ...