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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 Network , Long Sequence Network Longnet , Providence Gigapixel Pathology Model , Vision Transformer , Long Sequence Network , Hierarchical Image Pyramid Transformer , Contrastive Learning Based Pathology Model , Data Efficient Generalization , Self Supervised Machine Learning , Diagnostic Imaging , Cancer Genome Atlas , Simple Framework , Contrastive Learning , Visual Representations , Attention Based Multiple Instance Learning , Providence Pathology , Pan Tumor Cancer , Area Under , Receiver Operating Characteristic Curve , Precision Recall Curve , Generative Pre Trained Transformer , Multiple Instance Learning Zero Shot Transfer , Pathology Specific Language Image Pre Training , Lung Adenocarcinoma , Tumor Mutation Burden , Non Small Cell Lung Cancer ,

How would an AI turn out if you raised it like a child?

Stick a camera on a child, then feed what it captures to an AI, and it almost works. ....

York University , New York University , Wai Keen Vong , Contrastive Learning ,

Scientists use six-month-old baby to teach AI how humanity develops

They trained an AI through the eyes of a baby ....

Department Of Psychology , Researchers At New York University , Web Desk , New York University , Brenden Lake , Data Science , Contrastive Learning ,

AI models unlock the secrets of language learning

Imagine if an artificial intelligence (AI) model could learn language just like a child does by seeing and hearing the world through their eyes and ears. ....

Tai Model , Language Learning , Hild 39s Perspective , Neural Network , Contrastive Learning , Isual And Linguistic Cues ,

Scientist use 6-month-old baby named Sam to teach AI how humanity develops - amid fears tech could destroy us

Researchers at NYU trained a CVCL model to link words with visual cues. The model was trained on data from a headset worn by a toddler and containing about 60 hours of footage. ....

Department Of Psychology , Researchers At New York University , New York University , Brenden Lake , Data Science , Contrastive Learning , Wai Keen Vong ,