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Polski(PL) Model multimodalny PRISM2 od Microsoftu i Paige łączy analizę skanów tkanek z zaawansowanym dialogiem klinicznym, oferując diagnozy zamiast prostej klasyfikacji

Microsoft and Paige launch PRISM2 AI for pathology slide interpretation

By PulseAugur Editorial · [2 sources] ·

Paige and Microsoft have developed PRISM2, a multimodal AI model designed to interpret pathology slides by integrating clinical dialogue with visual analysis. Unlike models that simply classify pixels, PRISM2 generates textual diagnostic answers by processing whole-slide images and corresponding pathology reports. It leverages a two-stage training process, first encoding slide images and then fine-tuning a language model on question-and-answer pairs derived from millions of pathology reports, achieving performance comparable to or exceeding clinical-grade products. AI

IMPACT This model could significantly enhance diagnostic accuracy and efficiency in pathology, potentially leading to faster and more precise cancer detection.

RANK_REASON The cluster describes a new AI model developed for a specific scientific domain (pathology) with benchmark results, fitting the research category.

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AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Microsoft and Paige launch PRISM2 AI for pathology slide interpretation

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The cluster describes a new AI model developed for a specific scientific domain (pathology) with benchmark results, fitting the research category.
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model release, product, paper
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55 days old
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COVERAGE [2]

  1. Artificial Intelligence News TIER_1 Italiano(IT) · Ryan Daws ·

    PRISM2 model uses clinical dialogue to interpret pathology slides

    <p>Built by Paige and Microsoft, PRISM2 reads whole-slide images through a perceiver-based encoder trained jointly on tissue tiles and clinical dialogue drawn from pathology reports. The model aggregates thousands of tile embeddings per slide into one representation, then generat…

  2. Mastodon — mastodon.social TIER_1 Polski(PL) · aisight ·

    Microsoft and Paige's multimodal model PRISM2 combines tissue scan analysis with advanced clinical dialogue, offering diagnoses instead of simple classification

    Model multimodalny PRISM2 od Microsoftu i Paige łączy analizę skanów tkanek z zaawansowanym dialogiem klinicznym, oferując diagnozy zamiast prostej klasyfikacji pikseli. # si # ai # sztucznainteligencja # wiadomości # informacje # technologia https:// aisight.pl/technologia/medyc…

    LINKS aisight.pl/…/prism2-microsoft-paige-sztuc…

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