がん研究に革命をもたらすAIツール「GigaTIME」をMicrosoftが発表
https://gigazine.net/news/20251210-microsoft-ai-gigatime/
https://gigazine.net/news/20251210-microsoft-ai-gigatime/
がん研究に革命をもたらすAIツール「GigaTIME」をMicrosoftが発表
現地時間の2025年12月9日、Microsoftの計算機科学に関する研究期間であるMicrosoft Researchが、がん研究向けの新しいAIツール「GigaTIME」を発表しました。GigaTIMEは腫瘍周辺の近傍領域を新たなスケールで研究することを可能にするAIツールで、がんの挙動や最適な治療法を予測する上で大いに役立つことが期待されています。
gigazine.net
December 10, 2025 at 3:09 AM
がん研究に革命をもたらすAIツール「GigaTIME」をMicrosoftが発表
https://gigazine.net/news/20251210-microsoft-ai-gigatime/
https://gigazine.net/news/20251210-microsoft-ai-gigatime/
A major advance in cancer using multimodal AI to do virtual proteomics of H&E slides, unraveling the tumor microenvironment, key proteins, biomarkers, and informing prognosis
@cellcellpress.bsky.social @hoifungpoon.bsky.social
@msftresearch.bsky.social
cell.com/cell/fulltex...
@cellcellpress.bsky.social @hoifungpoon.bsky.social
@msftresearch.bsky.social
cell.com/cell/fulltex...
Multimodal AI generates virtual population for tumor microenvironment modeling
GigaTIME leverages multimodal AI to generate virtual multiplex immunofluorescence
(mIF) profiles from standard H&E slides, enabling comprehensive tumor immune microenvironment
modeling across a large ...
cell.com
December 9, 2025 at 4:41 PM
A major advance in cancer using multimodal AI to do virtual proteomics of H&E slides, unraveling the tumor microenvironment, key proteins, biomarkers, and informing prognosis
@cellcellpress.bsky.social @hoifungpoon.bsky.social
@msftresearch.bsky.social
cell.com/cell/fulltex...
@cellcellpress.bsky.social @hoifungpoon.bsky.social
@msftresearch.bsky.social
cell.com/cell/fulltex...
What if pathology foundation models could do more with less? GigaPath-Flash and GigaTIME-Flash cut computational demands while maintaining strong performance, opening the door to larger studies and broader exploration. www.microsoft.com/en-us/resear...
August 31, 2026 at 4:03 PM
What if pathology foundation models could do more with less? GigaPath-Flash and GigaTIME-Flash cut computational demands while maintaining strong performance, opening the door to larger studies and broader exploration. www.microsoft.com/en-us/resear...
Microsoft Research, Providence, and UW develop the GigaTIME AI model, aiming to perform tumor analysis in a fraction of the time and cost of existing methods (Lisa Stiffler/GeekWire)
Main Link | Techmeme Permalink
Main Link | Techmeme Permalink
December 10, 2025 at 5:25 AM
Microsoft Research, Providence, and UW develop the GigaTIME AI model, aiming to perform tumor analysis in a fraction of the time and cost of existing methods (Lisa Stiffler/GeekWire)
Main Link | Techmeme Permalink
Main Link | Techmeme Permalink
Se llaman GigaPath-Flash y GigaTIME-Flash , y su gran hallazgo es que se puede analizar una laminilla completa de tejido tumoral con casi la misma precision que los modelos gigantes, pero gastando una fraccion de los recursos.
Una IA de patologia detecta el tumor con 50 veces menos computo y casi la misma precision - Sinaptica
El descubrimiento
Un equipo de Microsoft Research, en colaboracion con la red hospitalaria Providence y la Universidad de Washington, presento dos modelos de in
sinapti.ca
July 21, 2026 at 7:00 PM
Se llaman GigaPath-Flash y GigaTIME-Flash , y su gran hallazgo es que se puede analizar una laminilla completa de tejido tumoral con casi la misma precision que los modelos gigantes, pero gastando una fraccion de los recursos.
This research article introduces GigaTIME, an AI system designed to model the tumor immune microenvironment at scale, enabling researchers to simulate data for thousands of patients and create a large “virtual population” for cancer analysis.
www.microsoft.com/en-us/resear...
#ai
www.microsoft.com/en-us/resear...
#ai
AI-generated population-scale is changing how we study cancer
Using AI-generated virtual populations, Microsoft researchers uncovered hidden cellular patterns that could reshape how we understand and treat cancer.
www.microsoft.com
March 16, 2026 at 1:30 PM
This research article introduces GigaTIME, an AI system designed to model the tumor immune microenvironment at scale, enabling researchers to simulate data for thousands of patients and create a large “virtual population” for cancer analysis.
www.microsoft.com/en-us/resear...
#ai
www.microsoft.com/en-us/resear...
#ai
Dr. @ertrunnell.bsky.social thanks for posting. While there is much yet to do, think in not too distant future #GigaTIME will have a major impact in tailoring therapies to patients with #cancer #GSK #Astrazeneca #Regeneron #Abbvie #incyte #FDA #NCI #FinishCancer
Led by @hoifungpoon.bsky.social & @shengwanguw.bsky.social, @chanwoo-kim.bsky.social, @bernardafox.bsky.social et al. conducted the first-ever population-scale study of the tumor immune microenvironment based on spatial #proteomics.
In @cp-cellstemcell.bsky.social:
www.cell.com/cell/fulltex...
In @cp-cellstemcell.bsky.social:
www.cell.com/cell/fulltex...
Multimodal AI generates virtual population for tumor microenvironment modeling
GigaTIME leverages multimodal AI to generate virtual multiplex immunofluorescence
(mIF) profiles from standard H&E slides, enabling comprehensive tumor immune microenvironment
modeling across a large ...
www.cell.com
December 24, 2025 at 5:50 AM
Dr. @ertrunnell.bsky.social thanks for posting. While there is much yet to do, think in not too distant future #GigaTIME will have a major impact in tailoring therapies to patients with #cancer #GSK #Astrazeneca #Regeneron #Abbvie #incyte #FDA #NCI #FinishCancer
Excited to share a short and sweet video showcasing the science and people behind our GigaTIME paper, recently published in Cell: youtube.com/watch?v=fVZc.... Thanks Joseph Tartakoff and
@Microsoft CEO Office for driving the production.
@Microsoft CEO Office for driving the production.
Scaling insights into immunotherapy with GigaTIME
YouTube video by Microsoft
youtube.com
March 4, 2026 at 5:07 AM
Excited to share a short and sweet video showcasing the science and people behind our GigaTIME paper, recently published in Cell: youtube.com/watch?v=fVZc.... Thanks Joseph Tartakoff and
@Microsoft CEO Office for driving the production.
@Microsoft CEO Office for driving the production.
Hoifung Poon, PhD, formerly General Manager of Microsoft Research, has joined Recursion as the company’s first Chief AI Officer. In 15+ years at Microsoft, he led pioneering work in biomedical AI, multimodal foundation models & causal machine learning – including PubMedBERT, GigaPath & GigaTIME.
July 27, 2026 at 4:49 PM
Hoifung Poon, PhD, formerly General Manager of Microsoft Research, has joined Recursion as the company’s first Chief AI Officer. In 15+ years at Microsoft, he led pioneering work in biomedical AI, multimodal foundation models & causal machine learning – including PubMedBERT, GigaPath & GigaTIME.
They are called GigaPath-Flash and GigaTIME-Flash , and their great finding is that a complete slide of tumor tissue can be analyzed with almost the same precision as giant models, but using a fraction of the resources.
An AI for pathology detects tumors with 50 times less computation and nearly the same accuracy. - Sinaptica
The Discovery
A team from Microsoft Research, in collaboration with the Providence hospital network and the University of Washington, presented two artificial i
sinapti.ca
July 21, 2026 at 6:41 PM
They are called GigaPath-Flash and GigaTIME-Flash , and their great finding is that a complete slide of tumor tissue can be analyzed with almost the same precision as giant models, but using a fraction of the resources.
GigaTIME AI tool advances cancer research
GigaTIME AI tool advances cancer research
Microsoft Research’s GigaTIME converts routine pathology slides into detailed digital maps to study tumour microenvironments at scale.
dlvr.it
December 9, 2025 at 7:15 PM
GigaTIME AI tool advances cancer research
GigaPath-FlashとGigaTIME-Flash：効率的な病理学基盤モデルによる大規模疾患発見への道
効率的な病理学基盤モデルGigaPath-FlashとGigaTIME-Flashによる大規模疾患発見。
#病理AI #基盤モデル #医療画像処理 #マルチモーダルAI #効率的AI
効率的な病理学基盤モデルGigaPath-FlashとGigaTIME-Flashによる大規模疾患発見。
#病理AI #基盤モデル #医療画像処理 #マルチモーダルAI #効率的AI
GigaPath-FlashとGigaTIME-Flash：効率的な病理学基盤モデルによる大規模疾患発見への道
効率的な病理学基盤モデルGigaPath-FlashとGigaTIME-Flashによる大規模疾患発見。
ai.warp-studio.com
September 1, 2026 at 12:56 AM
GigaPath-FlashとGigaTIME-Flash：効率的な病理学基盤モデルによる大規模疾患発見への道
効率的な病理学基盤モデルGigaPath-FlashとGigaTIME-Flashによる大規模疾患発見。
#病理AI #基盤モデル #医療画像処理 #マルチモーダルAI #効率的AI
効率的な病理学基盤モデルGigaPath-FlashとGigaTIME-Flashによる大規模疾患発見。
#病理AI #基盤モデル #医療画像処理 #マルチモーダルAI #効率的AI
Bringing GigaTIME to Microsoft Foundry: Unlocking Tumor Microenvironment Insights with Multimodal AI #machinelearning #ai
Bringing GigaTIME to Microsoft Foundry: Unlocking Tumor Microenvironment Insights with Multimodal AI
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Bringing GigaTIME to Microsoft Foundry: Unlocking Tumor Microenvironment Insights with Multimodal AI
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Eyal Estrin
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11:02 PM (21 minutes ago)
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Eyal Estrin
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dlvr.it
April 10, 2026 at 6:22 AM
Bringing GigaTIME to Microsoft Foundry: Unlocking Tumor Microenvironment Insights with Multimodal AI #machinelearning #ai
Led by @hoifungpoon.bsky.social & @shengwanguw.bsky.social, @chanwoo-kim.bsky.social, @bernardafox.bsky.social et al. conducted the first-ever population-scale study of the tumor immune microenvironment based on spatial #proteomics.
In @cp-cellstemcell.bsky.social:
www.cell.com/cell/fulltex...
In @cp-cellstemcell.bsky.social:
www.cell.com/cell/fulltex...
Multimodal AI generates virtual population for tumor microenvironment modeling
GigaTIME leverages multimodal AI to generate virtual multiplex immunofluorescence
(mIF) profiles from standard H&E slides, enabling comprehensive tumor immune microenvironment
modeling across a large ...
www.cell.com
December 16, 2025 at 1:55 PM
Led by @hoifungpoon.bsky.social & @shengwanguw.bsky.social, @chanwoo-kim.bsky.social, @bernardafox.bsky.social et al. conducted the first-ever population-scale study of the tumor immune microenvironment based on spatial #proteomics.
In @cp-cellstemcell.bsky.social:
www.cell.com/cell/fulltex...
In @cp-cellstemcell.bsky.social:
www.cell.com/cell/fulltex...
News in Proteomics Research blog post | GigaTime - AI decoding of multiplexed imaging slides! proteomicsnews.blogs...
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#proteomics #prot-other
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#proteomics #prot-other
December 11, 2025 at 2:40 PM
News in Proteomics Research blog post | GigaTime - AI decoding of multiplexed imaging slides! proteomicsnews.blogs...
---
#proteomics #prot-other
---
#proteomics #prot-other
GigaTIME: Scaling tumor microenvironment modeling using virtual population generated by multimodal AI #machinelearning #ai
GigaTIME: Scaling tumor microenvironment modeling using virtual population generated by multimodal AI
Eyal Estrin
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Eyal Estrin
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December 12, 2025 at 8:44 PM
GigaTIME: Scaling tumor microenvironment modeling using virtual population generated by multimodal AI #machinelearning #ai
Microsoft released GigaTIME, an open-source #AI model that can extract tumor insights from a $10 tissue slide, potentially revolutionizing cancer research
December 11, 2025 at 2:31 AM
Microsoft released GigaTIME, an open-source #AI model that can extract tumor insights from a $10 tissue slide, potentially revolutionizing cancer research
@cellcellpress.bsky.social preview: GigaTIME, an expansive population-scale analysis of the tumor immune microenvironment of over 14,000 patients across 24 cancer types, enabling clinical discovery and patient stratification
www.cell.com/cell/fulltex...
www.cell.com/cell/fulltex...
January 22, 2026 at 8:58 PM
@cellcellpress.bsky.social preview: GigaTIME, an expansive population-scale analysis of the tumor immune microenvironment of over 14,000 patients across 24 cancer types, enabling clinical discovery and patient stratification
www.cell.com/cell/fulltex...
www.cell.com/cell/fulltex...
Now online! Multimodal AI generates virtual population for tumor microenvironment modeling
Multimodal AI generates virtual population for tumor microenvironment modeling
GigaTIME leverages multimodal AI to generate virtual multiplex immunofluorescence (mIF) profiles from standard H&E slides, enabling comprehensive tumor immune microenvironment modeling across a large (>14,000) and diverse patient population. This virtual approach unlocks new opportunities for large-scale clinical discoveries that were previously hindered by the scarcity of mIF data.
dlvr.it
December 9, 2025 at 7:51 PM
Now online! Multimodal AI generates virtual population for tumor microenvironment modeling
Microsoft trains AI model to convert standard pathology slides into protein maps
Microsoft trains AI model to convert standard pathology slides into protein maps
The model, called GigaTIME, is intended to cut the cost and complexity of spatial proteomics in cancer diagnostics
dlvr.it
March 16, 2026 at 6:46 PM
Microsoft trains AI model to convert standard pathology slides into protein maps
What time is it? It’s GigaTIME! @msftresearch.bsky.social, Providence & #UWAllen researchers recently unveiled an #AI tool that generates detailed cancer tumor data at scale from standard pathology slides—at a fraction of the time and cost of prior methods: www.geekwire.com/2025/microso... #ThisIsUW
Microsoft, Providence and UW create AI that unlocks tumor insights at a scale previously out of reach
Tech and cancer researchers are publicly releasing an AI tool that can perform sophisticated tumor analysis in a fraction of the time and cost of existing methods.
www.geekwire.com
December 17, 2025 at 8:14 PM
What time is it? It’s GigaTIME! @msftresearch.bsky.social, Providence & #UWAllen researchers recently unveiled an #AI tool that generates detailed cancer tumor data at scale from standard pathology slides—at a fraction of the time and cost of prior methods: www.geekwire.com/2025/microso... #ThisIsUW
AI-generated population-scale is changing how we study cancer
By analyzing the tumor microenvironment of thousands of patients, GigaTIME has the potential to accelerate discoveries that will shape the future of precision oncology & improve patient outcomes
By analyzing the tumor microenvironment of thousands of patients, GigaTIME has the potential to accelerate discoveries that will shape the future of precision oncology & improve patient outcomes
AI-generated population-scale is changing how we study cancer
Using AI-generated virtual populations, Microsoft researchers uncovered hidden cellular patterns that could reshape how we understand and treat cancer.
www.microsoft.com
December 10, 2025 at 3:15 PM
AI-generated population-scale is changing how we study cancer
By analyzing the tumor microenvironment of thousands of patients, GigaTIME has the potential to accelerate discoveries that will shape the future of precision oncology & improve patient outcomes
By analyzing the tumor microenvironment of thousands of patients, GigaTIME has the potential to accelerate discoveries that will shape the future of precision oncology & improve patient outcomes