Medicine

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How Joseph Paradiso’s sensing innovations bridge the arts, medicine, and ecology

Joseph Paradiso thinks that the most engaging research questions usually span disciplines. Paradiso was trained as a physicist and completed his PhD in experimental high-energy physics at MIT in 1981. His father was a photographer and filmmaker working at MIT, MIT Lincoln Laboratory, and the MITRE Corporation, so he grew up in a house where artists, scientists, […]

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AI to help researchers see the bigger picture in cell biology

Studying gene expression in a cancer patient’s cells can help clinical biologists understand the cancer’s origin and predict the success of different treatments. But cells are complex and contain many layers, so how the biologist conducts measurements affects which data they can obtain. For instance, measuring proteins in a cell could yield different information about the

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Federated Learning: Issues in Medical Application

In this presentation, the current issues to make federated learning flawlessly useful in the real world will be briefly overviewed. They are related to data/system heterogeneity, client management, traceability, and security. Also, we introduce the modularized federated learning framework, we currently develop, to experiment various techniques and protocols to find solutions for aforementioned issues. The

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Highly accurate protein structure prediction with AlphaFold

Underpinning the latest version of AlphaFold is a novel machine learning approach that incorporates physical and biological knowledge about protein structure, leveraging multi-sequence alignments, into the design of the deep learning algorithm.

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AI deepfakes of real doctors spreading health misinformation on social media

Hundreds of videos on TikTok and elsewhere impersonate experts to sell supplements with unproven effectsTikTok and other social media platforms are hosting AI-generated deepfake videos of doctors whose words have been manipulated to help sell supplements and spread health misinformation.The factchecking organisation Full Fact has uncovered hundreds of such videos featuring impersonated versions of doctors

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How AI is Reducing Emergency Room Overcrowding

Emergency room overcrowding has become one of healthcare’s most pressing challenges, putting countless lives at risk through delayed care and strained resources. The scale of this crisis is stark: over 1.5 million patients experienced wait times exceeding 12 hours in major emergency departments in 2023, with 65% of these cases involving patients awaiting admission. Among

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Top 10+ Mental Health Apps for 24/7 Emotional Support

In a world where nearly 1 billion people struggle with mental health challenges, yet 61% don’t seek traditional treatment, digital solutions are becoming increasingly vital. From AI-powered therapy companions to professional teletherapy platforms, mental health apps are breaking down barriers of cost, accessibility, and stigma. But with hundreds of options available – from meditation guides

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EU AI Act in Healthcare: 15 Steps to Ensure Your Company’s Compliance

The European Union’s Artificial Intelligence Act, which came into effect on August 1, 2024, has ushered in a new era of AI regulation with global implications. This groundbreaking legislation extends its reach beyond European borders, affecting all entities utilizing AI technology that impacts EU citizens or employees – regardless of the company’s physical location. The

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EU AI Act in Healthcare: 15 Steps to Ensure Your Company’s Compliance

The European Union’s Artificial Intelligence Act, which came into effect on August 1, 2024, has ushered in a new era of AI regulation with global implications. This groundbreaking legislation extends its reach beyond European borders, affecting all entities utilizing AI technology that impacts EU citizens or employees – regardless of the company’s physical location. The

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Harnessing Data and AI: Revolutionizing Decision-Making in Healthcare

The healthcare industry has been grappling with financial constraints for years, prompting companies to seek cost-saving measures. Despite these efforts, data reveals substantial wasteful spending. According to the Institute of Medicine, the U.S. healthcare system allocates nearly a third of its resources—amounting to $750 billion annually—on unnecessary services and inefficient care. How can we address

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