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Microsoft Health Futures

뉴스 & 기능

뉴스에서 | Providence

Comprehensive Genomic Profiling leads to better patient outcomes, new joint study says 

New real-world data from Providence, Illumina (NASDAQ: ILMN), and Microsoft Research reveals that Comprehensive Genomic Profiling (CGP), when done early in a cancer patient’s diagnosis, leads to better personalized treatment and patient outcomes. The findings come out of the first…

뉴스에서 | AAMC

Can AI fundamentally improve patient care? 

Microsoft exec and Learn Serve Lead 2024 speaker James Weinstein, DO, says the technology could eventually expand access and quality, but privacy concerns remain. While artificial intelligence (AI) tools are drawing attention for their potential to improve doctor-patient dynamics —…

On the left is a simple drawing of the lungs. The drawing shows the borders of the left and right lung as well as the trachea and the left and right main stem bronchi. The text under the drawing reads: Original image. To the right of the drawing are the 3 additional inputs of RadEdit. They are arranged vertically. On top there is an example editing prompt. It reads
Microsoft Research 블로그

| Max Ilse, Daniel Coelho de Castro, 그리고 Javier Alvarez-Valle

RadEdit stress-tests biomedical vision models by simulating dataset shifts through precise image editing. It uses diffusion models to create realistic, synthetic datasets, helping to identify model weaknesses and evaluate robustness.

Research Forum | Episode 4 - abstract chalkboard background with colorful network nodes and circular icons
Microsoft Research 블로그

Explore multimodal & small language models, plus advanced benchmarks for AI evaluation. Microsoft researchers are working on breakthroughs in weather prediction, materials design, even a new kind of computer for AI inference and hard optimization problems.

Research Forum | Episode 4 - abstract chalkboard background with colorful network nodes and circular icons
스토리

In this episode, learn about the latest multimodal AI models, advanced benchmarks for AI evaluation and model self-improvement, and an entirely new kind of computer for AI inference and hard optimization. Discover how these research breakthroughs and more can help…

Male Doctor Using Computer At Desk In Hospital
Microsoft Research 블로그

| Kristen Severson 그리고 Philip Rosenfield

Microsoft researchers collaborated to release new pathology foundation models. Their report shows models benefit from diverse data, increased model size, and specialized algorithms to enhance the accuracy and applicability of cancer diagnosis and treatment.

Research Focus: June 24, 2024
Microsoft Research 블로그

In this issue: RENC makes 5G vRAN servers more energy efficient; CoExplorer uses AI to keep video meetings on track; Automatic bug detection in LLM-powered text-based games; MAIRA-2: Grounded radiology report generation.

Digital pathology helps decode tumor microenvironments for precision immunotherapy. GigaPath is a novel vision transformer that can scale to gigapixel whole-slide images by adapting dilated attention for digital pathology. In joint work with Providence and UW, we’re sharing Prov-GigaPath, the first whole-slide pathology foundation model pretrained on large-scale real-world data, for advancing clinical research and discovery.
Microsoft Research 블로그

| Hoifung Poon 그리고 Naoto Usuyama

Digital pathology helps decode tumor microenvironments for precision immunotherapy. In joint work with Providence and UW, we’re sharing Prov-GigaPath, the first whole-slide pathology foundation model, for advancing clinical research.

뉴스에서 | Forbes

Microsoft Announces New Foundation Model For Digital Pathology, Diving Deeper Into Clinical Medicine 

Microsoft is delving even deeper into clinical medicine, evident by the announcement today highlighting the company’s development of a foundation model for pathology in partnership with Providence and the University of Washington. Specifically, the company has leveraged its significant work…