Nature

Development and implementation of explainable AI-based machine learning models for predicting hospital stay and treatment costs in cardiovascular patients

Cardiovascular disease (CVD) remains the leading cause of global morbidity and mortality, with substantial economic implications for healthcare systems. Among hospitalized CVD patients, procedures ...
Nature

An explainable AI framework integrating machine and deep learning models for multi-species DNA functional group classification

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...

U.S. Air Force Research Laboratory taps PiLogic to Explore Smarter, Safer Satellite Systems with Exact AI

PiLogic, the company building explainable artificial intelligence for complex space systems, has entered into a Cooperative Research and Development Agreement (CRADA) with the U.S. Air Force Research ...
Finextra

Beyond the Black Box A Framework for Explainable AI (XAI) in Credit Scoring

The promise of artificial intelligence in credit scoring is undeniable. By analyzing vast, non-traditional datasets from utility payments to transactional behavior machine learning models promise to ...
News Medical

Scientists call for explainable AI in protein language models

Protein language models are artificial intelligence tools which help engineer proteins with useful properties, including completely new structures never seen before in nature. The technology has huge ...
Forbes

The Dangerous Illusion Of Explainable AI In Modern Finance

Finance has always rested on a simple moral contract. When decisions affect people's money, homes and futures, someone must be able to explain why those decisions were made. That principle once lived ...