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Research & Development
Integrating Ultrasound and Clinical Data for Better Phyllodes Tumor Classification
TLDR: A new multimodal deep learning framework combines breast ultrasound images and patient clinical data to improve the preoperative classification of phyllodes tumors. This...
Research & Development
Unveiling the Power of Transformer Layers: A Deep Dive into Wav2Vec 2.0, XLS-R, and Whisper for Speaker Identification
TLDR: This study evaluates Wav2Vec 2.0, XLS-R, and Whisper models for speaker identification, analyzing their transformer layers using SVCCA, k-means clustering, and t-SNE. It...
Research & Development
New Method Uncovers Hidden Earthquake Warning Signals in Seismic Noise
TLDR: A new study introduces a stress-sensitive frequency-domain transformation that reveals hidden precursory signatures in ambient seismic noise hours to days before major earthquakes....
Research & Development
Unifying Semantic Data Processing with SQL: Introducing SABER
TLDR: SABER is a new system that brings a unified algebraic foundation to semantic data processing, allowing SQL-compatible queries to be run against both...
Research & Development
Smart Satellites: Navigating the Future of Global Communication with AI
TLDR: A new research paper explores how intelligent spectrum management, powered by Cognitive Satellite (CogSat) networks and Artificial Intelligence (AI)/Machine Learning (ML), can overcome...
Research & Development
Guiding Robotic Endoscopes Through the Stomach with Smart Contact
TLDR: Researchers have developed a new Deep Reinforcement Learning strategy called Contact-Aided Navigation (CAN) for flexible robotic endoscopes. This method uses real-time contact force...