Healthcare AI

Neuromorphic Computing Breakthroughs and the Rise of Agentic AI This edition of the news roundup highlights significant advancements in neuromorphic computing, the real-world application of large language models in military operations, and the broader societal shift towards agentic AI systems. Sources: The Guardian UniX AI Launches Panther Series Embodied AI Robots for Complex Environments UniX AI has introduced its new Panther series of embodied AI robots. These next-generation robots are equipped with 8-degree-of-freedom bionic arms, adaptive intelligent grippers, and an omnidirectional four-wheel steering and drive chassis, enhancing their mobility and operational stability in complex settings. The Panther series is designed for real-world scenarios, with an 80 cm vertical lift range allowing it to perform tasks from floor level to high shelves. A demonstration video showcased the robot’s capabilities in various extreme situations, including multi-machine coordination in a kitchen for tasks like cutting and cleaning, and pouring wine with precision. UniX AI is initially targeting high-value business applications such as elderly care and commercial services. ...

AI Tool ONCO-ACS to Guide Treatment for High-Risk Cancer Patients A new artificial intelligence tool, ONCO-ACS, has been developed by an international research team to help doctors treat cancer patients who have suffered a heart attack. This high-risk patient group has historically been excluded from cardiovascular clinical trials, creating a gap in validated treatment guidance. The AI model was trained on a real-world dataset of over one million heart attack patients, including more than 47,000 with cancer. ONCO-ACS combines cancer-specific factors, such as tumor type and time since diagnosis, with standard cardiovascular data to predict the six-month risk of mortality, major bleeding, and recurrent ischemic events. The tool demonstrated strong predictive accuracy, aiming to provide clinicians with reliable data to tailor treatments and balance the risks and benefits of interventions like antiplatelet therapy. ...

Predictive AI in Healthcare: Hospital Adoption Reaches 71% Amidst Disparities A growing number of hospitals are adopting predictive AI technologies, with 71% integrating them into electronic health records in 2024, an increase from 66% in 2023. These machine learning tools are most frequently used to forecast inpatient health trajectories and identify high-risk outpatients. There has also been a significant rise in the use of predictive AI for administrative tasks, with 61% of hospitals using it to automate billing procedures in 2024, up from 36% the previous year. However, a notable adoption gap persists, as large hospitals are significantly more likely to use predictive AI than their small and rural counterparts. For instance, 96% of large hospitals utilized these tools in 2024, compared to just 59% of small hospitals. ...

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. ...

Google Quantum AI Reports Breakthrough in Generative Quantum Advantage Researchers at Google Quantum AI have reported the first experimental evidence of “generative quantum advantage,” a breakthrough demonstrating that quantum computers can learn to generate results that are difficult for classical computers to simulate. Using a 68-qubit superconducting processor, the team trained the quantum computer to generate complex bitstring distributions, compress quantum circuits, and learn quantum states. This moves beyond previous demonstrations of quantum advantage, which focused on producing complex outputs that couldn’t be checked, to now include the ability to learn from data and reliably generate useful results. This development suggests that quantum devices could eventually contribute to generative AI tasks, similar to those powering large language models, with significant implications for both artificial intelligence and quantum computing. ...

MIT Report: 95% of Enterprise GenAI Projects Fail to Deliver ROI A new report from MIT’s NANDA initiative reveals that a staggering 95% of enterprise generative AI pilot programs are failing to produce a significant return on investment. Despite investments totaling between $35 and $40 billion in the US, only 5% of organizations have successfully deployed AI tools into production at scale. The report, titled “The GenAI Divide: State of AI in Business 2025,” is based on interviews with enterprise leaders, analysis of public AI initiatives, and a survey of business professionals. The primary reasons for failure are not a lack of infrastructure or talent, but rather the inability of AI systems to retain data, adapt, and learn over time. The study also found that purchasing AI tools from vendors and forming partnerships has a significantly higher success rate than in-house development. ...

Medallion Raises $43M to Streamline Healthcare Credentialing with AI Platform Medallion, a healthcare technology company, has secured $43 million in new funding for its AI-powered platform, CredAlliance. The platform is designed to streamline the complex healthcare credentialing process for both insurers and clinicians. It manages the entire provider lifecycle—including credentialing, enrollment, onboarding, and compliance—aiming to significantly reduce administrative waste and combat clinician burnout. CredAlliance acts as a unified system for provider data management, enabling customers to efficiently verify credentials and maintain up-to-date network information. This latest investment, led by Acrew Capital, elevates Medallion’s total funding to $130 million and will fuel the expansion of the platform’s capabilities. ...