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New AI model sets benchmark in digital pathology with superior cancer diagnostics

Researchers developed Prov-GigaPath, a whole-slide pathology foundation model using a novel vision transformer architecture. The model demonstrates superior performance in mutation prediction, cancer subtyping, and vision-language tasks. It leverages large-scale real-world data from over 30,000 patients to enhance clinical diagnostics.

Convolutional neural networkLong sequence network longnetProvidence gigapixel pathology modelVision transformerLong sequence networkHierarchical image pyramid transformerContrastive learning based pathology modelData efficient generalizationSelf supervised machine learningDiagnostic imagingCancer genome atlasSimple frameworkContrastive learningVisual representationsAttention based multiple instance learningProvidence pathology

What Role Could AI Play in Early Sepsis Detection?

AI-based tools enhance early sepsis detection, leveraging EMR data and machine learning for timely treatment and improved outcomes.

Kasia shutterstockPriyom boseElectronic health recordThird international consensus definitions for sepsisEarly sepsisPortrait imageSequential organ failure assessmentLearning toolsArea underReceiver operating characteristic curveLong short term memoryWorld useFuture directionsSepsis prediction usingEpic sepsis modelTargeted real time early warning system

Fujitsu launches new technologies to protect conversational AI from hallucinations and adversarial attacks

Fujitsu launches new technologies to protect conversational AI from hallucinations and adversarial attacks
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United kingdomYuval eloviciFujitsu research portalUniversity of cambridgeBen gurion universityFujitsu small research labFujitsu limitedBen gurion university of the negevSustainable development goals sdgsUnited nationsSmall research labFujitsu researchArea underReceiver operating characteristic curveSustainable development goalsConverging technologies

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United kingdomYuval eloviciFujitsu research portalFujitsu limitedInvestor relations divisionBen gurion universityFujitsu small research labBen gurion university of the negevSustainable development goals sdgsUnited nationsFujitsu ltdUniversity of cambridgeSmall research labFujitsu researchArea underReceiver operating characteristic curve

Fujitsu Ltd: Fujitsu launches new technologies to protect conversational AI from hallucinations and adversarial attacks

Fujitsu Ltd: Fujitsu launches new technologies to protect conversational AI from hallucinations and adversarial attacks
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United kingdomBaden wübergYuval eloviciFujitsu limitedFujitsu research portalBen gurion universityFujitsu small research labFujitsu ltdUnited nationsUniversity of cambridgeFujitsu limited publicInvestor relations divisionBen gurion university of the negevSustainable development goals sdgsSmall research labFujitsu research