Poor agreement between diagnostic tests for breast cancer-related lymphedema
Peer-Reviewed Publication
Updates every hour. Last Updated: 21-Aug-2025 01:11 ET (21-Aug-2025 05:11 GMT/UTC)
In the U.S., credit card fraud costs $5 billion annually, identity theft adds $16.4 billion, and Medicare fraud drains $60 billion each year. A new machine learning breakthrough generates accurate fraud labels from large, imbalanced datasets without costly, time-consuming labeled data. It outperforms traditional methods by reducing false positives and minimizing cases needing further inspection, crucial for sectors like Medicare and credit card fraud, where fast data processing is vital to preventing losses and improving efficiency.
To investigate how private vs. public water systems affect water quality and equal access to safe, clean water, researchers mapped the distribution of water system ownership, water system violations, and water injustice nationwide. Their findings are published in the journal Risk Analysis. The study is the first to integrate geospatial mapping of water violations, social vulnerability, and, importantly, perceptions of water access in relation to public versus private ownership of water systems on a national scale.
A new study finds about 10% of websites that claim to comply with online advertising standards are running ads that violate those standards. The finding tells researchers that the ad-filtering rules browser extensions use to enforce the standards have flaws advertisers can take advantage of to display non-compliant ads.