Dataset opportunity
Acusurgical — 医疗影像数据集机会
Acusurgical 持有的中等规模医疗影像数据集，可用于诊断人工智能和计算机视觉。
Score
69.5
Score (0–100) blends weighted dimensions — dataset rarity, training value, buyer demand, evidence strength and right-to-license. 70+ is deal-ready. See the scored dimensions below for the breakdown.Confidence
49%
Action
数据共享协议
The recommended deal structure for this dataset: Acquire (full buyout), License (paid usage rights), Data Sharing Agreement (controlled access, no transfer of ownership), Partnership (co-development) or Annotation Program (labeling). Chosen from data ownership, licensing complexity and accessibility.Market size (indicative estimate)
全球诊断人工智能市场在 2024 年的估值为 15 亿美元，预计到 2034 年将达到 105 亿美元，复合年均增长率为 21.5%（来源：Global Market Insights Inc.）
Lineage
How this lead was derived
The signal-first chain, end to end: recent external signals → qualified niche → resolved data-holder → site verification → scored opportunity. Every lead is explainable.
Concrete evidence this company actively cares about data — why it's ripe for the deal room.
- 🧑💻Hiring a data role
招聘计算机视觉和机器人工程师从事手术影像工作
source ↗
Profile
Dataset profile
Type
医疗影像数据集
Modality
图像
Sector
医疗保健
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
受限
Legal
公司所有 — GDPR 敏感（个人身份信息审查）
Buyer persona
医疗人工智能与诊断影像公司
Acusurgical 拥有由其专有“Luca”机器人手术平台生成的高度专业化的医疗影像数据集。该独特的数据集整合了高分辨率的手术过程图像、来自手术机器人的物联网数据以及相应的病历记录，为诊断人工智能模型的训练和验证提供了丰富、多模态的基础。
全球诊断人工智能市场在 2024 年的估值为 15 亿美元，预计到 2034 年将增长到 105 亿美元，复合年均增长率 (CAGR) 为 21.5%。[8] 这种显著的增长凸显了临床丰富数据集的巨大商业价值。尽管存在与敏感的玻璃体视网膜手术数据、GDPR 合规性和硬件依赖性相关的访问复杂性，但这种与硬件相关数据的稀缺性和专有性质使其成为旨在创新这一高增长市场的组织的至关重要且有价值的资产。⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据涉及敏感的医疗程序（玻璃体视网膜手术），需要严格遵守 GDPR 和临床规定；专有数据由其“Luca”机器人平台生成，使其依赖于硬件；访问可能受到正在进行的临床试验方案和患者同意书的限制。· 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据共同证明 Acusurgical 拥有独特、专有的数据集，捕捉了机器人辅助眼科手术的完整背景。数据结合了高分辨率的手术视频、同步的机器人传感器数据以及相应的临床结果。这种多模态集合正是医疗人工智能公司构建和验证下一代诊断人工智能和手术自动化平台所需的，该市场预计到 2034 年将增长到 105 亿美元。
See dimension details ↓- Dataset Specificity90
主导的“病历记录”，医疗保健行业，3 种特定类型
How sharply the data targets a specific, hard-to-substitute domain or task. Niche, well-defined data scores higher than generic. - Dataset Rarity82
专有领域数据
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume52
3 个证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
实时/流式传输
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value84
适用于诊断人工智能
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand90
买家需求极高，这得益于诊断人工智能市场 21.5% 的快速复合年均增长率，该市场依赖独特、高质量的数据集进行模型开发。[8]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility0
个人身份信息/受监管
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility0
高难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength62
3 种证据类型，3 次命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License62
所有权=已拥有，许可=GDPR 敏感
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence90
独立
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation39
1 个数据需求信号（1 种类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高，5 个近期外部信号 — 专有数据超出已货币化的部分
Volume and value of proprietary data this company holds BEYOND what it already monetises — the dormant surplus we can unlock. A company can sell some insights AND still sit on a far larger dormant asset. - Deep Qualification80
⚠ 需要审查 — AcuSurgical 是一家医疗机器人公司，其核心业务是销售其“Luca”手术平台；它不销售数据，而是作为其临床活动的副产品生成一个合理、高度敏感的影像和手术过程数据集。[商业模式 = 工具供应商]
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
press
- “<figure><div><img src="https://imgproxy.divecdn.com/khiSF6VVVbdrI1hO1H2yeqtqGFTikrPyW1RsCLZ_Zos/g:nowe:0:27/c:875:494/rs:fill:1600:900:1/Z3M6Ly9kaXZlc2l0ZS1zdG9yYWdlL2RpdmVpbWFnZS80NjgyNTEyX3JkYXhfNjAuanBn.webp" /></div></figure><p>The cuts come as Karl Storz plans to retire the Asensus brand and the Senhance robot as part of organizational changes.</p>”
- “<figure><div><img src="https://imgproxy.divecdn.com/akbHVJcq4JpbERbbf1sbDdFaksKw1oA0MUfo8E4Ftok/g:ce/rs:fill:1600:900:1/Z3M6Ly9kaXZlc2l0ZS1zdG9yYWdlL2RpdmVpbWFnZS9BYmJvdHRfTGlicmVfRHVvLmpwZw==.webp" /></div></figure><p>Executives with Abbott, PercuSense and Biolinq spoke with MedTech Dive about what’s next with multi-analyte sensor technology.</p>”
- “<p>J&J’s Abiomed and manufacturing partner Oscor warned of a bleeding risk from devices used to introduce catheters to the body. </p>”
Image collection
该数据集包含来自手术显微镜的高分辨率视频流，为诊断影像公司提供了训练用于术中分析的计算机视觉模型所需的核心视觉数据。
IoT / sensor data
它包括来自手术机器人运动日志的高频时间序列数据，这对于开发能够分析手术技术和预测器械-组织相互作用的人工智能至关重要。
Medical records / imaging
该数据集通过标注的手术日志和记录的临床结果得到丰富，提供了训练、测试和证明诊断算法有效性所必需的地面真实数据。
Marketplace
Dataset details
Geographic coverage
Global
Time range
Real-time
Update frequency
Real-time
Delivery
API/S3 bucket
Formats
Image, IoT data, Medical Records
License
One-time license for AI model training and validation, with restrictions on redistribution and commercial use beyond model deployment.
Personal data
Contains PII
Indicative estimate, derived from public signals — not a quote, not contractual, and not agreed with the company. Is this your company? Correct it.
This dataset's value is driven by its high rarity as proprietary, multimodal data from a specialized robotic surgical platform, coupled with strong demand from the rapidly growing AI in diagnostics market.
Detailed schema & sample available on access request.
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This listing was generated automatically from public signals. It is not verified, and we are not affiliated with this company.
Coverage
Scanned sources
Deliverable
Premium dataset report
Acusurgical Medical Imaging — a Moderate medical imaging dataset (Image modality) in the healthcare domain. Primary AI use-case: Diagnostic AI. Market signal: Global Artificial Intelligence in Diagnostics Market was valued at USD 1.5 billion in 2024, projected to reach USD 10.5 billion by 2034, growing at a CAGR of 21.5% (source: Global Market Insights Inc.). Investment score 69.5/100 (confidence 0.49). Recommended action: Data Sharing Agreement.
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