TensorHealth-NewsLetter on Medical AI

Exploring the Intersection of Artificial Intelligence and Healthcare Innovation

Opinion AI:

𝓣𝓸𝔀𝓪𝓻𝓭𝓼 𝓟𝓻𝓸𝓫𝓪𝓫𝓵𝓮 𝓐𝓘: 𝓣𝓱𝓮 𝓡𝓸𝓵𝓮 𝓸𝓯 𝓕𝓸𝓻𝓶𝓪𝓵 𝓜𝓮𝓽𝓱𝓸𝓭𝓼 𝓲𝓷 𝓝𝓪𝓽𝓾𝓻𝓪𝓵 𝓛𝓪𝓷𝓰𝓾𝓪𝓰𝓮 𝓤𝓷𝓭𝓮𝓻𝓼𝓽𝓪𝓷𝓭𝓲𝓷g" I delve into the crucial intersection of formal methods and natural language understanding, exploring how rigorous mathematical techniques can contribute to building more reliable and trustworthy AI systems.
This piece, published in May 2025, discusses the potential of formal methods to address the inherent ambiguities and complexities of human language, paving the way for more robust and explainable AI.
Give it a read and share your thoughts!

News bits and bytes:

The largest dataset of chest X-rays available to the world. This is the first dataset to cross 100k patients.

OCTO: A world model for biology

World models used to simulate patient biology to inform drug discovery. To know what to target, we cannot run tests in patients – instead, we need to predict how a patient would respond to a hypothetical treatment in the context of a complex disease. Similar to other domains, simulation in biology can be used to replace trial and error by predicting the outcomes of therapeutic interactions. Here we introduce the first world model for cancer biology: the Oncology Counterfactual Therapeutics Oracle (OCTO), a discovery engine to power the next generation of cancer therapeutics.

As AI Nurses Reshape Hospital Care, Human Nurses Push Back

Hospitals increasingly are using AI to perform tasks previously handled by nurses. The hospitals say AI helps nurses work more efficiently while addressing burnout and understaffing, but nurses argue the technology is overriding their expertise and degrading care quality. National Nurses United, the largest nursing union in the U.S., is pushing for greater input into how AI can be used, and protection from discipline if nurses decide to disregard automated advice.
[ » Read full article ]

MedArena: Comparing LLMs for Medicine in the Wild
Stanford scholars leverage physicians to evaluate 11 large language models (LLM) in real-world settings. To this end, we introduce MedArena.ai, a novel LLM evaluation platform specifically designed for clinical medicine. MedArena provides a free, interactive arena for clinicians to test and compare top-performing LLMs on their medical queries.

A Framework to Report AI’s Flaws

AI often hallucinates — offering erroneous information as fact. But even the best-intentioned user can find it difficult to notify AI developers of flaws in their models and harder still to get them addressed. Now, a team of computer scientists and policy experts at Stanford University, MIT, and a dozen other institutions is proposing a new way for these outside third-party users to report flaws and track whether and how AI developers address them.

Holistic Health

5 simple stretches for a better night’s rest
A good night’s sleep is essential to good health. Stretching is going to help you relieve tension that you’ve built up during the day.

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