The U.S. Department of Energy plans to invest more than $500 million over five years in biological measurement, modeling, and computing for the Virtual Biology Initiative

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Barrister Peter Mant KC stated at the Lampard Inquiry that clinical effectiveness claims made by Oxevision manufacturer Lio Health were based on unverified anecdotes and unbacked by statistical evidence.

Swedish researchers tested the Dermalyser AI smartphone app across 36 primary care centers from May to December 2022, evaluating 253 suspicious skin lesions in 228 patients.

Researchers trained and validated the FAHR-Face survival prediction tools using photographs of over 30,000 cancer patients with known medical outcomes.

In the Swedish primary care trial, the Dermalyser app achieved an overall area under the ROC curve of 0.960 with 95.2% sensitivity and 84.5% specificity for distinguishing melanoma.

In the U.K. hospital study, the AI device demonstrated sensitivity for malignancy exceeding 97% across all skin cancer types and achieved a specificity of 72.1%.

The FAHR-FaceAge tool demonstrated biological age estimation correlation scores across racial groups of 0.86 for White, 0.81 for Black, 0.86 for Asian, and 0.91 for Hispanic individuals.

FAHR-FaceAge and FAHR-FaceSurvival yield weakly correlated predictions, and combining both measures improved survival-model fit in external validation testing.

Researchers validated the FAHR-FaceSurvival prediction model in an external cohort of nearly 4,900 cancer patients in the Netherlands.

In a validation trial of 3,820 cancer patients, 64 of the 122 patients assigned the highest FAHR-FaceSurvival risk scores died within 90 days, compared to 20 of 975 in the lowest-risk group.

University of Surrey machine learning expert Prof. Miroslaw Bober cautioned that the technology remains a proof of concept that requires further testing across hospitals before clinical deployment.

When evaluated against the AI model TotalSegmentator, the Percival model flagged conditions including pancreatic cancer, cirrhosis, and bacterial pneumonia significantly more reliably.

The findings and technical specifications regarding the Percival model were published by lead author Cameron A. Beeche and senior author Walter Witschey in the journal npj Digital Medicine.

The World Health Organization Regional Office for Africa used artificial intelligence analysis in the Democratic Republic of Congo to reduce situation report generation time from a full working day to one hour.

Response teams in the Democratic Republic of Congo fighting the Bundibugyo strain of Ebola virus used Anthropic's Claude model to evaluate digitized health worker field reports.

The European Academies Science Advisory Council report warned that routine automation by artificial intelligence risks professional deskilling among medical staff during system outages.

Vir Biotechnology utilizes its PRO-XTEN masking technology and proprietary dAIsY AI platform to design dual-masked T-cell engager candidates against solid tumors

Professor Thomas Thesen of Dartmouth University stated that artificial intelligence chatbots create an explainability black-box problem by failing to explain pattern recognition in human-understandable language.

Merck officially opened Advance, a 120,000-square-foot research facility featuring automated robotics and AI, at its West Point, Pennsylvania campus on October 14, 2026.

Isomorphic Labs established partnerships with major pharmaceutical companies while planning to design internal therapeutic drugs using artificial intelligence.

Moody's warned in August 2026 that banks deploying AI risk systemic dependency on concentrated technology providers, specifically naming OpenAI and Anthropic.