
【虹科方案】 SimData 高保真虛擬數據集 – 基於 aiSim 的自動駕駛多傳感器感知數據方案
SimData 為基於 aiSim 仿真平台生成的高保真虛擬感知數據集,支援 Camera、LiDAR、Radar、IMU 多傳感器同步數據,結構完全對齊 nuScenes,可直接使用 nuscenes-devkit 進行解析與模型訓練。
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We are in the midst of a new wave of unprecedented medical innovation. Modern medicine offers solutions to many diseases that were once considered difficult to cure or manage. For example, in the rapid development of the COVID-19 vaccine, the global medical science community has demonstrated an astonishing rate of progress that exemplifies the high level of advancement in medical technology today.
In reality, however, the transportation and storage of pharmaceuticals still faces many challenges. A large number of drugs are extremely sensitive to temperature changes and require strict temperature management to maintain their effectiveness during transportation and storage. In this article, we will discuss the best practices and methods for securing temperature-sensitive pharmaceuticals during transportation and storage.
When taking medication, many people only pay attention to whether the medication has expired or not, but neglect the fact that "temperature" is actually a key factor affecting the quality and efficacy of medication. Temperature is an indicator of molecular activity (e.g., molecular vibration), and the quality and chemical stability of drugs are affected by temperature changes.
For example:
After the primary packaging (e.g., ampoule, vial, prefilled syringe) is complete, temperature becomes a major risk factor for the quality of the drug. For many temperature-sensitive drugs, even a slight increase or decrease in temperature above or below the standard temperature is enough to cause a decrease in efficacy or even complete failure of the drug, preventing it from achieving its therapeutic purpose.
When exploring the temperature sensitivity of drugs, we will find that both general drugs and highly complex biologics have a common characteristic - "high sensitivity to temperature change".
Even if the appearance of a drug is seemingly unchanged, irreversible changes in the chemical structure or a decrease in biological activity may occur at unsuitable temperatures, ultimately affecting the efficacy of the drug and even jeopardizing patient safety. This is especially true for refrigerated and frozen drugs.
Refrigeration prevents degradation, chemical changes or loss of potency, especially for products that are highly sensitive to temperature fluctuations, such as vaccines, insulin and some antibiotics.
High temperatures can damage the molecular structure, resulting in protein denaturation or reduced stability. Freezing allows the drug to enter a "dormant" state, effectively delaying the loss of activity.
Drug sensitivity is affected by two main factors:TimeandTemperatureMost drugs have a limited shelf life. Most drugs have a limited shelf life and require rapid transportation and proper storage under strict temperature control to avoid loss of potency.
1️⃣ Transportation
Clinical trial drugs often require refrigeration, freezing, rapid freezing/thawing, or special packaging to ensure the safety and efficacy of the transportation process. Temperature monitoring is a critical aspect of transportation and common methods include:
Smart Indicator
Temperature stickers, electronic labels or sensors allow real-time monitoring of temperature changes during transportation.
Its simple design helps to improve monitoring efficiency and reduce manual recording.
Long-term Electronic Indicator
Such indicators allow continuous monitoring of temperature deviations throughout the product lifecycle (e.g. 1-3 years), e.g. LIBERO ITS uses a long-term monitoring mechanism, which allows for a more efficient allocation of the drug's "stability budget".
2️⃣ Storage
Refrigerator or freezer temperature monitoring
Upon arrival of the clinical trial drug, strict temperature control is required to ensure the safety of the drug for patients.
Appropriate temperature monitoring systems provide real-time audible and visual alarms and data logging.
3️⃣CRO Clinical Research Organization
If your team manages a large number of dispersed repositories or is constantly faced with data tracking challenges, CROs can provide clinical organizations with the Iris ELPRO solution.
The advantages of using the LIBERO series for monitoring:


SimData 為基於 aiSim 仿真平台生成的高保真虛擬感知數據集,支援 Camera、LiDAR、Radar、IMU 多傳感器同步數據,結構完全對齊 nuScenes,可直接使用 nuscenes-devkit 進行解析與模型訓練。

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