Infrastructure

AI Framework ‘SegFusion’ Achieves 99% Melanoma Detection Accuracy Researchers at Northeastern University have developed a groundbreaking AI-powered framework, SegFusion, capable of detecting melanoma with 99.01% accuracy. This hybrid system enhances skin cancer diagnosis by combining two deep learning models. The first model identifies suspicious spots on skin images, and the second analyzes these areas to determine if they are cancerous. The high accuracy of SegFusion is a significant advancement in medical imaging AI and is expected to aid medical practitioners in the early diagnosis of this serious form of skin cancer. Early cancer detection is crucial, as melanoma can become life-threatening if it metastasizes. The United States is projected to have about 212,000 new cases of melanoma diagnosed in 2025. ...

Equifax Launches AI Innovation Lab in Ireland for Global R&D Equifax has officially opened a new AI Innovation Lab in Wexford, Ireland, on September 11, 2025, establishing a global hub for its artificial intelligence and machine learning research. Supported by the Irish Government through IDA Ireland, the lab will unite data scientists and tech specialists to pioneer advanced AI solutions. The facility’s primary focus is on developing sophisticated AI and machine learning algorithms to improve credit risk assessment, enhance fraud detection, and promote greater financial inclusion. This launch is a key part of Equifax’s overarching EFX.AI strategy, building on its decade of AI innovation. ...