Dataset opportunity
Sensius — 医疗影像数据集机会
Sensius 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
63.9
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)
全球医疗影像人工智能市场规模估计为 17.0 亿美元(2024 年),年复合增长率为 25.8%(2025-2034 年)。
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.
Profile
Dataset profile
Type
医疗影像数据集
Modality
影像
Sector
医疗保健
Volume
中等
Freshness
实时
Rarity
高(专有)
Accessibility
受限
Legal
混合所有权 — 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
Sensius 提供源自其肿瘤学热疗系统的一项独特的医疗影像数据集。该数据将影像与来自医疗设备的相应 `iot_data` 和 `medical_records` 相结合,为训练诊断人工智能模型创建了一个多模态、高价值的资源。该数据集的优势在于其与 Erasmus MC 等合作伙伴的临床治疗参数和结果直接相关。
医疗影像人工智能的全球市场是一个快速扩张的领域,2024 年市场价值为 17.0 亿美元,预计将以惊人的年复合增长率 25.8% 增长。[3] 尽管由于其在MDR/GDPR框架下的敏感性质以及共享所有权结构,访问此数据非常复杂,但其稀有性和与高增长的肿瘤学诊断领域的直接相关性使其成为寻求临床验证数据的 AI 开发者的极其宝贵的资产。⚠ 尽职调查(有价值的数据,可协商访问):数据是高度敏感的医疗信息(肿瘤学);所有权可能与 Erasmus MC 等临床合作伙伴共享;公司处于商业前阶段,专注于临床验证;访问需要应对严格的医疗保健监管框架(MDR/GDPR)。· 公司:独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
证据证实 Sensius 拥有来自 70 多名头颈癌患者的专有医学影像数据集,这些患者在一家主要的欧洲医疗中心接受了临床治疗。这些稀有的真实世界数据,独特地结合了相关的传感器反馈和系统性能日志,是开发和验证下一代诊断人工智能的关键资产。对于医疗人工智能公司而言,该数据集为在预计每年增长超过 25% 的市场中构建和优化以治疗为中心的算法提供了独特的优势。
See dimension details ↓- Dataset Specificity90
主导的“医疗记录”,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 Demand85
买家对临床验证的肿瘤影像数据的需求极高,这得益于医疗影像人工智能市场的快速增长,预计年复合增长率为 25.8%。[3]
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 个命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License28
所有权=混合,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 Orientation22
0 数据需求信号(0 类型)
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus70
盈余=中等 — 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. - ICP Audit100
✓ 良好目标 — 该公司开发和制造用于癌症治疗的医用热疗设备;这些设备产生的临床和运营数据是高价值的、未被利用的副产品,使其成为理想的目标。问题:数据所有权可能是一个问题,因为数据是在第三方临床地点(医院)生成的,这需要合作才能访问和商业化;该公司的产品仍处于开发阶段,计划于 2025 年上市,这可能会影响大型数据集的即时可用性。[9]
- Deep Qualification80
⚠ 需要审查 — Sensius 是一家处于商业前阶段的医疗设备公司,正在开发一种热疗系统。该数据是与 Erasmus MC 等合作伙伴进行的临床试验的副产品,这些合作伙伴可能拥有或共同拥有该数据,严重限制了任何转售权。获取现成数据集的机会很低。[许可受限]
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Medical records / imaging
该数据集包括在 Erasmus MC 接受头颈癌治疗的 70 多名患者的医学影像,为训练专业的诊断人工智能提供了稀有的、临床基础。
IoT / sensor data
该集合包含捕获治疗期间实时反馈和治疗师调整的时间序列传感器数据,为开发治疗效果预测模型提供了宝贵的背景。
Industrial data
该数据集通过专利微波技术的时序系统性能数据得到丰富,使人工智能模型能够将设备控制参数与治疗结果相关联。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Sensius Medical Imaging — a Moderate medical imaging dataset (Image modality) in the healthcare domain. Primary AI use-case: Diagnostic AI. Market signal: Global AI in Medical Imaging market size is estimated at $1.70 Billion in 2024, growing at a CAGR of 25.8% (2025-2034) (source: Market.us). [3]. Investment score 63.9/100 (confidence 0.49). Recommended action: Data Sharing Agreement.
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