医学高质量论文简报(周报) · 总览

总览全部论文行业新闻临床试验
论文
52
逐篇详情 3 篇
行业新闻
28
报告口径 28 条
期刊覆盖
10
TOP10 期刊
试验总量
21192
AI相关
本期新增
287
新增/更新
中国占比
10.3%
2192 项
论文动态:本周论文涵盖基础机制、临床研究和数字健康三大领域。基础研究揭示PML::RARA通过SUMO化修饰驱动白血病永生化、伯氏疏螺旋体破坏肠道屏障等新机制;临床研究关注精神分裂症生活质量量表验证、HIV感染者ART启动时肥胖与长期心血管/癌症/死亡风险;数字健康领域占据主导,涉及ChatGPT患者教育、AI脓毒症表型、口腔癌分类、自杀风险可穿戴监测、AI辅助超声麻醉等,显示AI在医疗应用中的快速扩展与治理挑战。

行业动态:28条行业新闻高度聚焦AI医疗器械的FDA监管框架与市场动态。FDA近期简化AI医疗设备审批流程,强调基于全生命周期监管和透明度;AI医疗市场持续增长,科技巨头(如Google)积极推动可靠AI工具研发,提出'AI共同临床医生'模式,显示行业正从技术验证转向临床整合与责任治理。

高频期刊 TOP10源 PubMed·期刊白名单

研究主题聚类

📄 论文动态 本周论文涵盖基础机制、临床研究和数字健康三大领域。基础研究揭示PML::RARA通过SUMO化修饰驱动白血病永生化、伯氏疏螺旋体破坏肠道屏障等新机制;临床研究关注精神分裂症生活质量量表验证、HIV感染者ART启动时肥胖与长期心血管/癌症/死亡风险;数字健康领域占据主导,涉及ChatGPT患者教育、AI脓毒症表型、口腔癌分类、自杀风险可穿戴监测、AI辅助超声麻醉等,显示AI在医疗应用中的快速扩展与治理挑战。 ### 🏭 行业动态 28条行业新闻高度聚焦AI医疗器械的FDA监管框架与市场动态。FDA近期简化AI医疗设备审批流程,强调基于全生命周期监管和透明度;AI医疗市场持续增长,科技巨头(如Google)积极推动可靠AI工具研发,提出'AI共同临床医生'模式,显示行业正从技术验证转向临床整合与责任治理。 ### 📊 高频期刊 TOP10 | 期刊 | IF | 篇数 | |:---|---:|---:| | Digit Health | 23.8 | 10 | | Nat Commun | 14.7 | 9 | | Nat Med | 58.7 | 4 | | | 7.5 | 4 | | Nat Methods | 36.1 | 3 | | Crit Care | 19.3 | 3 | | J Exp Med | 12.6 | 2 | | EClinicalMedicine | N/A | 2 | | Nat Biomed Eng | 25.8 | 2 | | Nat Genet | 31.7 | 2 | ## 二、研究主题聚类 ### AI与数字健康应用
10 篇
AI在诊断、治疗建议、患者监测、心理健康干预等领域广泛应用,但面临可读性、准确性、隐私和问责挑战。
基础疾病机制
2 篇
聚焦白血病表观遗传调控和感染性肠漏机制,为靶向治疗提供新靶点。
临床流行病学与结局
2 篇
关注特殊人群长期风险和生活质量评估,强调个体化预后。
科研方法学与数据共享
1 篇
推动生物AFM数据FAIR化,促进可重复性。

重点推荐论文(4 篇 · 查看全部 52 篇 →

📄 论文动态 本周论文涵盖基础机制、临床研究和数字健康三大领域。基础研究揭示PML::RARA通过SUMO化修饰驱动白血病永生化、伯氏疏螺旋体破坏肠道屏障等新机制;临床研究关注精神分裂症生活质量量表验证、HIV感染者ART启动时肥胖与长期心血管/癌症/死亡风险;数字健康领域占据主导,涉及ChatGPT患者教育、AI脓毒症表型、口腔癌分类、自杀风险可穿戴监测、AI辅助超声麻醉等,显示AI在医疗应用中的快速扩展与治理挑战。 ### 🏭 行业动态 28条行业新闻高度聚焦AI医疗器械的FDA监管框架与市场动态。FDA近期简化AI医疗设备审批流程,强调基于全生命周期监管和透明度;AI医疗市场持续增长,科技巨头(如Google)积极推动可靠AI工具研发,提出'AI共同临床医生'模式,显示行业正从技术验证转向临床整合与责任治理。 ### 📊 高频期刊 TOP10 | 期刊 | IF | 篇数 | |:---|---:|---:| | Digit Health | 23.8 | 10 | | Nat Commun | 14.7 | 9 | | Nat Med | 58.7 | 4 | | | 7.5 | 4 | | Nat Methods | 36.1 | 3 | | Crit Care | 19.3 | 3 | | J Exp Med | 12.6 | 2 | | EClinicalMedicine | N/A | 2 | | Nat Biomed Eng | 25.8 | 2 | | Nat Genet | 31.7 | 2 | ## 二、研究主题聚类 ### AI与数字健康应用(10篇)

趋势:** AI在诊断、治疗建议、患者监测、心理健康干预等领域广泛应用,但面临可读性、准确性、隐私和问责挑战。 ### 基础疾病机制(2篇) **趋势:** 聚焦白血病表观遗传调控和感染性肠漏机制,为靶向治疗提供新靶点。 ### 临床流行病学与结局(2篇) **趋势:** 关注特殊人群长期风险和生活质量评估,强调个体化预后。 ### 科研方法学与数据共享(1篇) **趋势:** 推动生物AFM数据FAIR化,促进可重复性。 ## 三、重点推荐论文 ### PML-driven sumoylation of PML::RARA-bound repressors drives hematopoietic progenitor immortalization. **J Exp Med · IF 12.6 · PubMed · DOI
推荐理由:揭示PML::RARA通过UBC9招募SUMO化修饰核心抑制复合物驱动白血病永生化的新机制,为APL治疗提供潜在靶点。

Obesity at antiretroviral therapy initiation and long-term risk of cardiovascular disease, cancer, or death in people with HIV in Italy: a prospective cohort study.

EClinicalMedicine** (IF:N/A) | [PubMed ⚠️](https://pubmed.ncbi.nlm.nih.gov/42633417/) | [DOI](https://doi.org/10.1016/j.eclinm.2026.104150) **推荐理由:** 提供HIV感染者ART启动时肥胖对长期预后的前瞻性证据,对临床风险管理有直接指导意义。 ### Artificial intelligence-assisted phenotyping of sepsis: Research progress, clinical challenges, and translational prospects. **Digit Health · IF 23.8 · PubMed · DOI
推荐理由:系统梳理AI脓毒症表型研究瓶颈并提出标准化框架,是AI临床转化的重要参考。

Integrating wearable biosensing with clinical interviews for suicide risk detection in adolescents.

Digit Health · IF 23.8 · PubMed · DOI
推荐理由:结合可穿戴传感与临床访谈实现青少年自杀风险高精度检测,展示数字心理健康创新。

A scoping review of AI in the classification of oral cancer and oral potentially malignant disorders from visible-light photography.

Digit Health · IF 23.8 · PubMed · DOI
推荐理由:全面评估AI口腔癌分类研究现状,指出数据集和组织学验证不足,为后续研究提供方向。

重点行业动态(28 条 · 查看详情 →

FDA-Approved Artificial Intelligence and Machine Learning ...

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The FDA has approved AI/ML-enabled medical devices across many medical subspecialties (Figure 3a). An important insight from these data is that the majority, 531 (about 77%), of FDA-approved AI/ML-ena

AI Medical Devices: FDA Approval Process

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June 17, 2026 # AI Medical Devices: FDA Approval Process Concise guide to FDA pathways, required evidence, and postmarket controls for AI/ML medical devices (510(k), De Novo, PMA, PCCP). If your AI

The Current State Of FDA-Approved AI-Enabled ...

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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 | ICON

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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

FDA finalizes recommendations simplifying approval process for medical devices that use AI | AHA News

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Dec 05, 2024 - 01:45 PM FDA Update 900x400 The Food and Drug Administration yesterday released recommendations for streamlining the approval process for medical devices that use artificial intellige

AI in Healthcare Market Size & Share, Industry Report.

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Artificial intelligence has emerged as a transformative healthcare technology, reshaping diagnosis, disease monitoring and treatment across multiple clinical applications, including the rapidly evolvi

Artificial intelligence (AI) in healthcare | Google Cloud

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# Artificial intelligence (AI) and the healthcare industry Artificial intelligence (AI) is transforming the healthcare industry, revolutionizing the way care is delivered, research is conducted, and

Artificial Intelligence (AI) in Healthcare & Medical Field

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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

Enabling a new model for healthcare with AI co-clinician

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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

Developing reliable AI tools for healthcare — Google DeepMind

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Today in Nature Medicine, we’ve published our joint paper with Google Research, which proposes CoDoC (Complementarity-driven Deferral-to-Clinical Workflow), an AI system that learns when to rely on pr

Google Deepmind launches AI Co-Clinician initiative

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Demos: https://x.com/googledeepmind/status/2049867061279457761?s=46&t=vmJVGJkpKsC9IiIufpKR0w “At Google DeepMind, our journey in medical AI has evolved

Advancing Cutting-edge AI Capabilities

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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

DeepMind’s health team joins Google Health — Google DeepMind

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# DeepMind’s health team joins Google Health Over the last three years, DeepMind has built a team to tackle some of healthcare’s most complex problems—developing AI research and mobile tools that are

OpenAI for Healthcare: HIPAA-Compliant Clinical AI

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## What is OpenAI to help Healthcare? OpenAI for Healthcare is an extensive set of AI-driven applications and workflows specifically designed for clinical use. The core of the system is ChatGPT, spec

OpenAI Launches Healthcare AI Products for Clinical and Research Use | Center for Telehealth and eHealth Law (CTeL) posted on the topic | LinkedIn

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OpenAI has announced OpenAI for Healthcare, a set of AI products intended for use by healthcare organizations in clinical, administrative, and research settings. The release includes ChatGPT for Healt

OpenAI for Healthcare Aims to Streamline Clinical Workflows, Reduce Administrative Burden

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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 Launches OpenAI for Healthcare

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Title: OpenAI Launches OpenAI for Healthcare **SAN FRANCISCO — January 2026** — OpenAI today announced **OpenAI for Healthcare**, a new initiative focused on helping healthcare organizations responsib

OpenAI Expands Healthcare AI Push With Clinical Support Tools - Bold News

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Industry observers say the growing adoption of AI in healthcare reflects rising demand for technologies capable of assisting doctors, reducing administrative burdens, and improving patient care effici

Clinical trials gain intelligence

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Artificial Intelligence (AI) has revolutionized the field of drug discovery, and a growing number of AI-discovered drugs are advancing into clinical trials, with an 80–90% success rate in phase 1 tria

Expanding AI in Clinical Trials & Drug Development

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Horizontal Logo 609.466.8991 Toll-Free: 800.257.5282 — the simulation of human intelligence in machines — has become an instrumental force in modern healthcare. It is rapidly transforming the la

AI-enabled drug discovery reaches clinical milestone

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This article has been updated A randomized phase 2a clinical trial of an AI-discovered drug and target combination for idiopathic pulmonary fibrosis shows safety and signs of efficacy, marking a conc

How AI Is Transforming Clinical Trials | AHA

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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

How Artificial Intelligence is Revolutionizing Drug Discovery

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In early 2020, Exscientia announced the first-ever AI-designed drug molecule to enter human clinical trials. In July 2021, an AI system by DeepMind called AlphaFold predicted the protein structures f

2025 year-end digital health funding overview: A tale of two markets | Rock Health

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# 2025 year-end digital health funding overview: A tale of two markets In a turbulent year for healthcare and the broader market, digital health started to feel less like a tremor of innovation and m

Digital health funding hits $7.4B in 2026 as AI investment reshapes the market

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Awards + DEI Awards + Innovation Awards Resources + Webinars + Fierce Events + Industry Events + Podcasts + Survey + Whitepapers Events Subscribe Fierce Pharma Fierce Biotech Fi

Digital health startups raked in $4B during Q1 with 12 megadeals driving investment: Rock Health

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Awards + DEI Awards + Innovation Awards Resources + Webinars + Fierce Events + Industry Events + Podcasts + Survey + Whitepapers Events Subscribe Fierce Pharma Fierce Biotech Fi

Digital Health Funding: A Guide to Risk Management for Every Startup

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Recent digital health funding announcements indicate how much digital health startups have raised — investors are setting their sights on digital health players and early-stage startups with innovativ

Top Digital Health Startups by Fundraising (2026)

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## A quick summary table | Metric | Value | --- | | Most funded startup | Amwell, $1.7B raised | | Second most funded startup | Hinge Health, $1.1B raised | | Largest funding round | Amwell, $922M I

AI 临床试验速览 · 完整分析 →

地区总量招募中已完成行业赞助
🌐 全球21192425889022035
🇨🇳 中国2192624544127
🇺🇸 美国6228130632191010
趋势解读:AI 相关临床试验共 21192 项,中国 2192 项(10.3%);研发以学术/其他资助为主(17883),行业赞助 2035 项。数据截止 2026-09-01 11:12。

说明

详情说明:论文为 PubMed 全量(有日报或深度分析的周期自动合并逐篇详情);新闻为免费 RSS 采集;临床试验来自 ClinicalTrials.gov。