医学AI 年报(2025) · 行业新闻

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Google's year in review: 8 areas with research breakthroughs in 2025

DeepMind · 原文链接
Google 2025 recap: Research breakthroughs of the year

Continuously hardening ChatGPT Atlas against prompt injection

OpenAI · 原文链接
OpenAI is strengthening ChatGPT Atlas against prompt injection attacks using automated red teaming trained with reinforcement learning. This proactive discover-and-patch loop helps identify novel expl

One in a million: celebrating the customers shaping AI’s future

OpenAI · 原文链接
More than one million customers around the world now use OpenAI to empower their teams and unlock new opportunities. This post highlights how companies like PayPal, Virgin Atlantic, BBVA, Cisco, Moder

Evaluating chain-of-thought monitorability

OpenAI · 原文链接
OpenAI introduces a new framework and evaluation suite for chain-of-thought monitorability, covering 13 evaluations across 24 environments. Our findings show that monitoring a model’s internal reasoni

Deepening our collaboration with the U.S. Department of Energy

OpenAI · 原文链接
OpenAI and the U.S. Department of Energy have signed a memorandum of understanding to deepen collaboration on AI and advanced computing in support of scientific discovery. The agreement builds on ongo

AI literacy resources for teens and parents

OpenAI · 原文链接
OpenAI shares new AI literacy resources to help teens and parents use ChatGPT thoughtfully, safely, and with confidence. The guides include expert-vetted tips for responsible use, critical thinking, h

Updating our Model Spec with teen protections

OpenAI · 原文链接
OpenAI is updating its Model Spec with new Under-18 Principles that define how ChatGPT should support teens with safe, age-appropriate guidance grounded in developmental science. The update strengthen

Introducing GPT-5.2-Codex

OpenAI · 原文链接
GPT-5.2-Codex is OpenAI’s most advanced coding model, offering long-horizon reasoning, large-scale code transformations, and enhanced cybersecurity capabilities.

Addendum to GPT-5.2 System Card: GPT-5.2-Codex

OpenAI · 原文链接
(本报告未保留摘要全文)

Gemini 3 Flash: frontier intelligence built for speed

DeepMind · 原文链接
Gemini 3 Flash offers frontier intelligence built for speed at a fraction of the cost.

Gemma Scope 2: helping the AI safety community deepen understanding of complex language model behavior

DeepMind · 原文链接
Open interpretability tools for language models are now available across the entire Gemma 3 family with the release of Gemma Scope 2.

Improved Gemini audio models for powerful voice experiences

DeepMind · 原文链接
(本报告未保留摘要全文)

Deepening our partnership with the UK AI Security Institute

DeepMind · 原文链接
Google DeepMind and UK AI Security Institute (AISI) strengthen collaboration on critical AI safety and security research

Strengthening our partnership with the UK government to support prosperity and security in the AI era

DeepMind · 原文链接
Deepening our partnership with the UK government to support prosperity and security in the AI era

FACTS Benchmark Suite: Systematically evaluating the factuality of large language models

DeepMind · 原文链接
Systematically evaluating the factuality of large language models with the FACTS Benchmark Suite.

Engineering more resilient crops for a warming climate

DeepMind · 原文链接
Scientists are using AlphaFold to strengthen a photosynthesis enzyme for resilient, heat-tolerant crops.

FDA-Approved Artificial Intelligence and Machine Learning (AI/ML)-Enabled Medical Devices: An Updated Landscape

未知来源 · 原文链接
As artificial intelligence (AI) has been highly advancing in the last decade, machine learning (ML)-enabled medical devices are increasingly used in healthcare. In this study, we collected publicly av

The Current State Of Over 1450 FDA-Approved, AI-Based Medical Devices

未知来源 · 原文链接
The FDA has been approving AI-based devices for years but didn’t initially distinguish them as a unique category. A few years back, we at The Medical Futurist Institute took it upon ourselves to sift

Understanding FDA regulations for AI in SaMD

未知来源 · 原文链接
Despite the increasing number of AI-enabled medical devices the FDA has yet to establish a unique regulatory pathway for these devices. Most approvals follow a 510(k) pathway according to their risk l

The Current State Of Over 1450 FDA-Approved, AI-Based Medical Devices

未知来源 · 原文链接
Article content The FDA has been approving AI-based devices for years but didn't initially distinguish them as a unique category. A few years back, we at The Medical Futurist Institute took it upon o

AHA Letter to FDA on AI-enabled Medical Devices

未知来源 · 原文链接
Per section 201(h) of the Food, Drug and Cosmetic Act, certain AI applications are considered medical devices if they are “intended for use in the diagnosis of disease or other conditions, or in the c

Artificial Intelligence in Healthcare: Current Trends and Future Directions

未知来源 · 原文链接
The healthcare industry is at the cusp of a technological revolution driven by the rapid advancements in artificial intelligence (AI). AI’s integration into healthcare systems promises to transform pa

Artificial Intelligence (AI) in Healthcare & Medical Field

未知来源 · 原文链接
How Has AI Impacted the Health Industry? AI for healthcare offers the ability to process and analyze vast amounts of medical data far beyond human capacity. The benefits of AI in healthcare include f

How is AI being Used in the Healthcare Industry

未知来源 · 原文链接
While AI in healthcare has gained significant traction, the irreplaceable value of human skills, particularly empathy and compassion, are still needed and greatly valued in healthcare settings. The Na

An Overview of AI Tools in Healthcare + 10 Top Solutions

未知来源 · 原文链接
ResourcesInsight # An Overview of AI Tools in Healthcare + 10 Top Solutions By Logan Masta, Director, Special Projects at Arcadia Posted: Unlocking Big Data Artificial Intelligence Quality Improve

Top AI Trends in Healthcare Driving Innovation in 2026

未知来源 · 原文链接
# Top AI Trends in Healthcare Driving Innovation in 2026 A group of young doctors reviews healthcare data on a tablet while walking through a hospital corridor. Artificial intelligence continues to

AI co-clinician: researching the path toward AI-augmented care

未知来源 · 原文链接
At Google DeepMind, our journey in medical AI has evolved from mastering examination-style tests of medical knowledge with MedPaLM, to matching physician performance in text-based simulated medical co

AI in Medicine: Exploring the Power of Google DeepMind

未知来源 · 原文链接
In this episode, discover how Google's DeepMind AI is transforming medical care. We explore three key questions: How does DeepMind detect illnesses early? How will this technology improve healthcare f

Run MedGemma Free Online — Medical AI Demo (4B & 27B) | Dr7.ai

未知来源 · 原文链接
### Want More Powerful AI Medical Diagnosis Features? Upgrade to Pro version to unlock advanced AI models, unlimited conversations, professional medical image analysis and more powerful features ##

Advancing Cutting-edge AI Capabilities

未知来源 · 原文链接
AlphaFold, an AI model from Google DeepMind, is revolutionizing our understanding of proteins, the building blocks of life. By rapidly predicting their complex 3D shapes, AlphaFold is supporting scien

Google DeepMind

未知来源 · 原文链接
DeepMind Technologies Limited, trading as Google DeepMind or simply DeepMind, is a British-American artificial intelligence (AI) research laboratory which serves as a subsidiary of Alphabet Inc. Found

OpenAI for Healthcare Aims to Streamline Clinical ...

未知来源 · 原文链接
Last Thursday, OpenAI introduced OpenAI for Healthcare, a suite of secure AI products designed to help health care organizations deliver more high-quality care, reduce administrative burden, and power

OpenAI's Expanding Role in Healthcare

未知来源 · 原文链接
significant aspect of OpenAI’s healthcare strategy involves partnering with leading healthcare institutions to explore AI’s potential in clinical and operational settings. Hospitals, academic medical

OpenAI for Healthcare: Complete 2026 Clinical ...

未知来源 · 原文链接
## Frequently Asked Questions OpenAI for Healthcare is a suite of HIPAA-compliant AI products launched in January 2026 for healthcare providers. It's powered by GPT-5.2 models and is already deployed

Introducing OpenAI for Healthcare

未知来源 · 原文链接
January 8, 2026 # Introducing OpenAI for Healthcare Secure AI products to help healthcare organizations scale high-quality care, reduce admin work for teams, and power custom clinical solutions—whil

OpenAI unveils multiple healthcare-focused chatbots for ...

未知来源 · 原文链接
On Jan. 8, the company announced “OpenAI for Healthcare”, a suite of HIPAA-compliant AI tools with clinical and administrative use cases. The announcement featured two major products: ChatGPT for Hea

Microsoft announces new health-care AI tools

未知来源 · 原文链接
"By integrating AI into health care, our goal is to reduce the strain on medical staff, foster the collective health team collaboration, enhance the overall efficiency of healthcare systems across the

4 Things to Know about Microsoft's New AI Tools for Health ...

未知来源 · 原文链接
New medical imaging models. A collection of medical imaging models available in the Microsoft Azure AI model catalog will allow health care organizations to test, fine-tune, and build AI solutions tai

Microsoft Unveils AI Health Tool That Can Read Medical Records

未知来源 · 原文链接
infectiousdiseaseadvisor logo HMN logo facebook share twitter share linkedin share email print # Microsoft Unveils AI Health Tool That Can Read Medical Records HealthDay News — Microsoft is rolling

The Path to Medical Superintelligence | Microsoft AI

未知来源 · 原文链接
We want to do more to help -and believe generative AI can be transformational. That’s why, at the end of 2024, we launched a dedicated consumer health effort at Microsoft AI, led by clinicians, design

Microsoft Unveils AI Health Tool That Can Read Medical Records

未知来源 · 原文链接
U.S. News and World Report Logo Sections Resources Resources # Microsoft Unveils AI Health Tool That Can Read Medical Records U.S. News & World Report Microsoft Unveils AI Health Tool That Can R

How AI is taking over every step of drug discovery

未知来源 · 原文链接
Latshaw says the application of AI across the clinical trial process, from design to recruitment and analysis, can speed up the process by 50% compared with traditional methods. The FDA, which holds

How successful are AI-discovered drugs in clinical trials? A ...

未知来源 · 原文链接
AI techniques are making inroads into the field of drug discovery. As a result, a growing number of drugs and vaccines have been discovered using AI. However, questions remain about the success of the

From Lab to Clinic: How Artificial Intelligence (AI) Is Reshaping Drug ...

未知来源 · 原文链接
## is transforming drug discovery and development by enhancing the speed and precision of identifying drug candidates and optimizing their efficacy. This review evaluates the application of AI in var

Artificial intelligence in drug discovery and development - PMC

未知来源 · 原文链接
## AI in clinical trial design Clinical trials are directed toward establishing the safety and efficacy of a drug product in humans for a particular disease condition and require 6–7 years along with

How AI Is Transforming Clinical Trials

未知来源 · 原文链接
This gives physicians the potential to enhance their research programs in AI by cooperating actively with pharmaceutical companies and those involved with AI in various capacities. AI is aiding in dru

HealthTech 250: Top Digital Health Startups 2026

未知来源 · 原文链接
## TL;DR With global digital health startup funding reaching a monumental $29.7 billion in 2025, Galen Growth’s latest intelligence platform provides a decision-grade roadmap for navigating the secto

How AI is reshaping digital health funding in 2026

未知来源 · 原文链接
Awards + DEI Awards + Innovation Awards Resources + Webinars + Fierce Events + Industry Events + Podcasts + Survey + Whitepapers Events Subscribe Fierce Pharma Fierce Biotech Fi

Startup Funding | Digital Health

未知来源 · 原文链接
##### Bold Capital Partners Bold Capital Partners invests in early stage digital health related startups. BOLD companies build on the convergence of the physical, digital, virtual, and biological wor

Digital health funding concentrates in fewer startups: report

未知来源 · 原文链接
Healthcare Dive # Don't miss tomorrow's healthcare industry news Let Healthcare Dive's free newsletter keep you informed, straight from your inbox. Informa Tech Target Logo Informa TechTarget Brand

Digital Health Grant – Apply Today

未知来源 · 原文链接
The Digital Health topic aims to support entrepreneurs and startups at the earliest-stages of development of innovative, differentiated and novel technologies that aim to improve physical or mental we