Blog | Ambit Iberia

How AI can improve medical devices

Written by Ambit Iberia Team | 10/8/26, 12:01 PM

The artificial intelligence (AI) is becoming an important technology for the medical device industry, and numerous applications of AI are being developed to improve the efficiency, precision, and safety of medical devices.  

It is a very interesting tool for improving medical devices and healthcare in general when used together with other tools, such as big data or the Internet of Things (IoT).

There are two main ways in which artificial intelligence connects with medical devices:

  • AI in software as a medical device
  • AI in software as part of a medical device or IVD

We know that AI can bring great value to medical devices, being a key factor and bringing improvements in:

  • Assisted diagnosis: Deep learning algorithms can help doctors interpret medical images, such as X-rays and MRIs, and detect patterns and anomalies that might be hard to spot with the naked eye.

  • Patient monitoring and tracking: Medical devices equipped with sensors and AI algorithms can continuously analyze patient data and alert doctors to any significant change in the patient's health status.

  • Treatment personalization: AI algorithms can analyze large amounts of patient data to identify patterns and trends, and provide personalized treatment recommendations based on the data.

  • Data management: AI can also be useful for processing large amounts of medical data and helping doctors and scientists identify patterns and trends in data that can be useful for the research and development of new medical devices.

AI applied to the design, development, and operation of medical devices allows doctors and other healthcare professionals to perform procedures and treatments faster and more accurately. Let's look at some examples:

  • Surgical robots. Robotic surgery systems (robotic surgery systems) guided by artificial intelligence can perform surgical procedures more accurately and efficiently than human surgeons. Robots can perform millimeter-precise movements and minimize the risk of errors during operations, as well as make appropriate decisions in real time, or adjust the position of surgical instruments more accurately and quickly than a human surgeon.
  • Continuous patient monitoring. Medical devices using AI continuously monitor patients' vital signs and are capable of detecting abnormal behavior to generate an alert so healthcare teams can act quickly.

More Accurate Diagnoses

AI can analyze large amounts of medical data intelligently, such as medical images, patient records, and lab test results, making it capable of detecting subtle patterns and signals to evaluate all possibilities. This information allows for better decision-making when applying treatments, conducting tests, diagnosing diseases...

Thanks to medical devices using complex AI algorithms, the health sector is much more efficient and agile.

  • Medical image analysis. With big data and artificial intelligence, large amounts of medical images can be analyzed, such as computerized tomographies, scanners, and MRIs, thus detecting patterns and anomalies that might be hard to identify for a human radiologist.
  • Genomic data analysis. With intelligent analysis of millions of genomic data points, doctors can discover patterns and genetic mutations associated with specific diseases. This helps make a more precise and personalized diagnosis, and select specific treatments for each patient.
  • Patient data analysis. Analyzing large amounts of patient data, such as medical records and test results, is another interesting application of AI, as it allows identifying patterns and risk factors that may be associated with certain diseases.

Continuous Monitoring

AI can analyze data from medical sensors, such as electrocardiograms (ECG) and blood glucose monitors, to identify patterns and anomalies that may be associated with specific diseases.

The combination of IoT with artificial intelligence allows providing patients with devices that perform effective real-time tracking, thereby improving their health by having valuable data and immediate alerts when any indicator is not within expected parameters. Let's look at some of the AI-based medical devices used today:

1. Smart Blood Glucose Monitors

For patients with chronic diseases, such as diabetes, requiring constant monitoring, these medical devices represent a major breakthrough, as they can control their blood sugar levels anytime and anywhere.

Furthermore, thanks to blood glucose monitors, patients can adjust their diet to keep the harmful effects of diabetes under control.

2. Cardiovascular Health Wearables 

There are smartwatches equipped with sensors that can measure heart rate, blood pressure, and other health indicators of their wearer. AI is used to analyze the data collected by these devices and provide lifestyle and personalized medical care recommendations.  

3. Smart Pacemakers

Another very interesting medical device is the Bluetooth-connected pacemaker that manages the patient's heart rhythm with two sensors, an accelerometer, and a sensor measuring ventilation per minute.

These devices intelligently adapt their operation to the patient's needs at all times, managing to avoid risk situations or those harmful to their health, such as unnecessary rate increases.

This medical device connects remotely to a software application to perform complete and precise tracking of the patient's condition (increasing their safety and reducing the workload of healthcare professionals).

4. Sleep Tracking Devices

Sleep monitoring devices equipped with sensors and AI algorithms can analyze the sleep quality of patients or athletes, and provide information on sleep duration, sleep quality, and the amount of REM sleep.

With the obtained data, better medical and athletic decisions can be made to improve rest, recovery, health, and even prevent many injuries and accidents.

5. Digital Twins

Digital twin technology (digital twins) with AI is also transforming healthcare, allowing health professionals to model the human body and simulate treatments for a variety of diseases and medical conditions.

Digital twins also enable more personalized and precise care by combining patient data with machine learning algorithms to predict outcomes and improve decision-making in patient care.

 

Rehabilitation Processes

One of the most important phases in a patient's recovery and care is rehabilitation. AI in rehabilitation is used to adapt to the individual needs of each patient and thus provide a more personalized treatment.

It is configured to adjust multiple parameters, such as exercise intensity and duration, which improves treatment efficacy and achieves great results in less time.

Task Automation in the Medical Industry

AI helps automate many valuable tasks within the healthcare sector, such as appointment scheduling, medical documentation, and billing management. In this way, time is freed up for health professionals so they can focus on direct patient care.

A good example is the application of this technology to medical appointment management, where AI can make better decisions taking into account patient medical and personal needs, as well as the availability of professionals and health centers.

Artificial intelligence is transforming the medical industry with great potential to improve medical devices in areas such as diagnosis, treatment, and patient care. By analyzing large amounts of medical data, AI can improve the precision and efficiency of devices, detecting subtle patterns and signals that human doctors might miss.

It can also automate medical processes and free up time for health professionals, allowing them to focus on direct patient care. Overall, it is a technology having a major impact on the healthcare sector and the well-being, healing, and care of patients.

 

In short, AI's ability to bring value to the medical device industry is clear, although it also poses challenges and ethical considerations that are important to address comprehensively.

AMBIT BST

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