Top 10 MRI Simulator Problems and Solutions

Introduction

MRI simulators are powerful training tools—but not all simulators are created equal.

Some simulators fail to reflect input parameters accurately, lack real-world features, or offer poor image resolution—limiting their usefulness in clinical training. If you’re considering an MRI simulator, it’s crucial to understand its issues and limitations before relying on it for training.

This article covers the 10 most common problems with MRI simulators—and how Corsmed solves them with the most advanced, fully input-accurate MRI simulator available.

These 10 problems are:

  1. Images Don’t Reflect User’s Scanner Inputs  ⬅️ (Most important!)
  2. Low Image Resolution and Detail
  3. Limited MRI Features and Real-World Scenarios
  4. Lack of Real-World Practice Cases
  5. Practice Cases Not Tailored to Skill Level
  6. No Feedback on How to Improve Scans
  7. Limited Access and Practice Time
  8. Too Many Interface Options, Adding Unnecessary Complexity
  9. Overwhelming Interface for First-Time Users
  10. Lack of Customer Support and New Features

Problem #1: Images Don’t Reflect User’s Scanner Inputs

This is the most critical problem in MRI simulators.

If your inputs are not accurately reflected in the resulting image—such as image contrasts, artifacts, and scan time—it can even be harmful to your MRI training. You may learn incorrect cause-effect relationships, leading to poor decisions that may hurt real patients.

When Dr. Khokhar, AOS MRI Program Director at CNI College, first encountered the Corsmed MRI simulator, he was skeptical.

He had seen other MRI simulators before, but they all had the same limitation:

"If you change the parameters on most MRI simulators, the image is still the same. My biggest objection was that I'm not getting something useful if changing the parameters doesn't change anything."

But Corsmed was different.

"This simulator actually changes the image when you change the parameters. That got my attention."

Why Aren’t Most MRI Simulators Accurate?

Many software simulators rely on image banks—pre-compiled libraries of MRI images. When you adjust scan parameters, the simulator pulls the closest match from its library rather than generating a new image.

This approach has a deep flaw, because the image bank rarely has exactly the image that would accurately reflect all of your inputs. For example, if you change the Repetition Time (TR) from 1,000 to 1,050 milliseconds, the image bank may even give you the same image.

This makes image bank simulators unfit as training tools. A fully input-accurate image bank would need to store practically an infinite number of images to account for every case.

✅ How Corsmed Solves This Problem

The only way an MRI simulator can be fully input-accurate is to create images dynamically—with the same process as a real MRI scanner.

That is what Corsmed does.

Corsmed digitally replicates every real-world step in MRI scanners—including excitation, relaxation, k-space mapping, etc.—to produce each image from scratch.

Every step is also simulated in microscopic detail to ensure complete accuracy. This is achieved through many advanced technologies, including:

  1. Digital 3D Patient Models

    Corsmed creates 3D digital patients using “digital tissues” that mirror the same magnetic properties — T1, T2, T2* relaxation and proton density — as real tissue. These tissues are applied on a sub-millimeter basis over millions of voxels (3D pixels) to form a 3D replica of a real patient.

  2. Bloch Equations

    These mathematical equations simulate how protons in the body respond to magnetic fields and RF pulses. Corsmed calculates these interactions for millions of protons, in millions of voxels, for many thousands of time steps in the sequence.

  3. Massively Parallel GPU Processing

    The computational load of Bloch equations is enormous. To simulate just a single advanced pulse sequence, Corsmed requires as much compute power as navigating 160 SpaceX Falcon 9 launches at simultaneously.

    A SpaceX Falcon 9 rocket launch

    Corsmed achieves this using a cluster of GPUs to handle the calculations in parallel.

To learn how this process works in detail, see the article: How Does Corsmed’s MRI Simulator Work?

This advanced simulation ensures that every input change—no matter how small—gets reflected in your new image.

If you slightly adjust the TE from 100 ms to 120 ms, Corsmed’s simulator recalculates all the MRI physics and provides a new image from scratch that captures this change.

Two axial MRI images of a brain. The left image shows TE (echo time) of 100 ms. The right image shows TE of 120 ms.

Problem #2: Low Image Resolution and Detail

Even if a simulator has a fully accurate input reflection, its image output may have too low resolution to display all the inputs in detail.

For example, an image with only 1,000 pixels will look very blurry and over-simplified compared to an image with 1 million pixels.

Striking the Right Balance Between Simplicity and Realism

To learn MRI effectively, however, you don’t always want the most high-resolution images possible.

The most effective way to learn is to match the image resolution to your current skill level.

  • For beginners, simpler images are more helpful. Overly detailed images can overwhelm those new to MRI. When first learning about TR, TE, or slice thickness, beginners don’t need to see every small nuance. By stripping away unnecessary details, beginners can focus on learning the core concepts without getting distracted.
  • For advanced users, high-resolution images are best. Advanced users require the highest resolution possible to improve their skills. For example, an advanced user practicing cardiac scans must clearly see details in the myocardial walls, valves, and even slight motion artifacts. Without high detail, it’s impossible to fine-tune the sequence for diagnostic accuracy.

Ideally, you want a simulator where you can customize the degree of image detail for each scan to fit your needs. You don't want to be limited to only over-simplified or only ultra-detailed images.

✅ How Corsmed Solves This Problem:

Corsmed’s simulator addresses this issue by offering 2 types of patient anatomical models—each with different degree of image detail that suits different user needs:

  1. Segmented Tissue Models — For Simpler Scans:
    • Corsmed’s segmented tissue models assign tissue properties (e.g., T1, T2, proton density) to each 3D pixel in the digital patient model. These models are highly flexible and provide sufficient detail for most training scenarios.
    • For beginners, these models strike the perfect balance. For example, a beginner scanning an abdomen can focus on learning the distinctions between the liver, kidneys, and intestines, without the distraction of tiny vascular details.
  2. Next Generation Models — For High Precision:
    • For advanced users, Corsmed’s NextGen models deliver ultra-high resolution and fine-grained detail. These models achieve perfect accuracy compared to real scanners, making them suitable for training on complex cases like subtle brain lesions or detailed cardiac anatomy.
    • These models reflect every parameter change with extreme precision. For example, an advanced user scanning a knee can practice spotting tiny meniscal tears and joint fluid.

By allowing users to choose between these models, Corsmed ensures that both beginners and advanced users have the appropriate level of image detail for effective learning.


Problem #3: Limited MRI Features and Real-World Scenarios

Even if an MRI simulator is 100% accurate, it’s not useful unless you can practice every protocol, every sequence, and every patient setup you need.

Many simulators don’t allow full customization of patient models or pathology selection. Others lack certain scanner settings, hardware configurations, or pulse sequences.

This prevents users from running real-world MRI exams the way they would in a hospital.

✅ How Corsmed Solves This Problem:

Corsmed offers the most comprehensive MRI training experience in the world, covering more clinical scenarios than any other simulator – or any real scanner – can offer.

The number of different MRI scans you can run on Corsmed is greater than 10⁵⁰—more than the total number of atoms on planet Earth.

This is because Corsmed lets you do many things that are not possible in a real clinical setting, such as:

  1. ✅ Practice on Pathologies and Anatomies On-Demand
    • On real scanners, you can’t “choose” to practice on a brain tumor or a cardiac case—you must wait for such a patient.
    • On Corsmed, you simply select “Brain Tumor” or “Cardiac” in the patient settings menu.

    For Michael Bishop, a student at CNI College’s MRI program, the simulator's ability to add pathologies to otherwise normal anatomy was particularly valuable:"

    “I really enjoyed adding pathology to the images, which was fun to see early on before externship.

    When you constantly see perfect anatomy, you don't really know what pathology looks like. Adding pathology through Corsmed was very helpful.”

    Another CNI student, Clark Barretto, appreciated how the simulator familiarized him with diverse scan types:

    “For me, seeing different anatomies in the scan was awesome. I had never seen a shoulder scan, which we saw a lot on Corsmed.

    That was very helpful because when I went to my externship, I was already familiar with how it looks.”

  2. ✅ Control the Patient’s Movements

    • Real scanners introduce random motion artifacts that interfere with learning.
    • On Corsmed, you can fully control and customize the patient — e.g. make the patient lie dead-still or their heart beat abnormally fast. This helps both beginners and experts:
      • Beginners can remove all external random noise, giving them clearer cause-effect feedback of how parameter inputs affect image outputs.
      • Advanced users can challenge themselves by adding more randomness, like patient movements or machine artifacts, than physically possible, to sharpen their skills.Corsmed’s lets users tailor the learning environment to fit their needs and skill level.

      Corsmed’s lets users tailor the learning environment to fit their needs and skill level.

      To learn why a controlled learning environment is key to building skills, see: Does Corsmed’s Simulator Improve MRI Scanning Skills in Real Clinics?

  3. ✅ Choose More Hardware Settings Than Any Scanner Offers

    • Real scanners limit you to their available coils and field strengths.
    • Corsmed lets you customize everything—field strengths from 0.25 T to 3 T, gradient strengths from 33 mT/m to 80 mT/m, and 17 different coils—all in one platform.

A few highly advanced configurations—such as 7T magnetic field strength—are not yet included in our simulator. However, Corsmed will cover 99.5% of all MRI exams you’d ever need.

See the full list of available settings here: Complete MRI Simulator Settings List


Problem #4: Lack of Real-World Practice Cases

You don’t learn MRI by just experimenting with scans in isolation.

You learn by practicing on real-world clinical cases—where you must decide for yourself what to do despite lack of clear information, and under time pressure.

✅ How Corsmed Solves This Problem:

Corsmed offers 46 practice cases of different anatomies and pathologies—from beginner to advanced.

As Zohreh Taghizadeh, MRI Program Specialist at CNI College, explains:

“Our students may only see an MRCP scan once or twice during their clinical practice—but they can practice it with Corsmed a thousand times. That's a main differentiator for us."

Practicing rare scans has set CNI’s graduates apart from the crowd of average MRI techs. They are now actively pursued by employers who seek top talent—for top salary.

Dr. Khokhar, CNI’s Program Director, has this story to share:

"One of our graduates was hired by a prestigious hospital that focuses solely on cardiac imaging. Most MRI centers don't perform these scans.

But thanks to Corsmed, he was fully prepared. And specialized hospitals pay far more than standard imaging centers."

As a teacher, you can also create your own customized courses in Corsmed to fit your organization’s training needs and way of doing things. Not only can you add any text, images, videos, or files—you can create custom quiz exercises directly in the course, including:

  1. Submit scan exercises (using the simulator)
  2. Multiple-choice questions
  3. Free-form writing questions
Corsmed's 6 content blocks for creating custom courses: 1) Text and Images, 2) Video, 3) Files, 4) Submit Scan/Sequence, 5) Multiple-choice question, 6) Free-form text question
The 6 Content and Quiz blocks teachers can use to build customized courses

When creating these assignments, you can choose how many hints you give your students—many or none at all—slowly removing the “training wheels” until they can solve any unfamiliar challenge that comes their way.

As Zohreh Taghizadeh, MRI Program Specialist at CNI College, shares:

"The key difference with our students is their knowledge. They truly understand what they're doing. Many MRI techs see that their image has artifacts but don't know their cause or how to fix them.

Our students do. We train them to be problem-solvers, not just button-pushers."


Problem #5: Practice Cases Not Tailored to Skill Levels

Even if realistic practice cases exist, they won’t do much good unless they are tailored to the individual’s skill level and knowledge gaps.

For example, just scanning routine brain protocols for 5 years won’t improve one’s scanning skills much after the first few months.

Many simulators don’t offer such tailored practice cases. And on real MRI scanners, you have little to no ability to choose what clinical cases you get to practice on. In real clinics, you likely get too much practice on the simple routine cases, and too little practice on the rare advanced cases.

Teesside University—before they implemented Corsmed—experienced this problem in particular. As Sarah Cutler, Radiography Course Lead, recalls:

"We were struggling to ensure that all our students had an equitable experience of MRI.

Depending on the hospital placement, students would get vastly different hands-on experience with MRI. There was no guarantee every student would get meaningful practice time."

✅ How Corsmed Solves This Problem:

Corsmed’s MRI simulator comes bundled with a structured curriculum of 7 self-study courses, and the 500-page digital textbook Boyd’s Comprehensive Guide to MRI by Doug Boyd.

These 7 courses cover the core MRI concepts and a wide variety of clinical applications:

  1. Pulse Sequences and Their Applications
  2. Parameters and Their Impact on Image Quality
  3. Clinical Applications - Neuro Brain
  4. Clinical Applications - Neuro Spine
  5. Clinical Applications - Musculoskeletal
  6. Clinical Applications - Body
  7. Clinical Applications - Chest and Cardiac

Each course includes several practice exercises on the simulator, letting you instantly implement the theory in practice. Regardless of your skill level, they will help fill in knowledge gaps and sharpen your scan performance.

And as previously mentioned, you can customize to what degree external random factors—e.g., patient movements or machine artifacts—should influence your scans. This lets you tailor the learning environment to perfectly challenge your skill level.

How did the situation at Teesside University change after implementing Corsmed?

Sarah Cutler, Radiography Course Lead, gives the final verdict:

“Corsmed has really helped us level the playing field.

Even with the large cohorts of students we teach, we can now ensure they all get the same opportunity to excel.”


Problem #6: No Feedback on How to Improve Your Scans

To learn MRI, you need feedback and guidance to understand where your skill gaps are and how to improve.

Most MRI simulators don’t provide any such guidance. Even if their simulated scans are accurate, this lack of corrective feedback slows learning down.

✅ How Corsmed Solves This Problem:

In Corsmed’s own courses, assignments have automatic grading that offers instant feedback on your scans, pointing out where you can improve—and tips for what to adjust.

Teachers can also create their own custom courses and assignments for their students, and use automatic grading tool. If they prefer, they can also grade assignments manually, providing even more personalized feedback.

Corsmed interface showing an automatic grading for a submitted scan. On the left are grades for six parameters, including Field of View, Resolution, and Matrix. On the right are three speech bubbles with detailed feedback.

And just like real scanners when you plan a sequence, Corsmed also shows key stats about the sequence before you run it—such as SNR, scan time, and resolution.

Corsmed interface of a stats box showing SNR, voxel size, acquisition time, and other key stats about an MRI sequence

This gives you instant feedback on your sequence, helping you master protocol optimization.


Problem #7: Limited Access and Practice Time

Not all MRI simulators can be accessed 24/7, on-demand from a laptop—and with a payment structure that encourages you to practice as much as possible.

  • ❌ On some digital MRI simulators, you must call beforehand and book time on the simulator, and then you can only practice for a limited time.
  • ❌ Other digital MRI simulators don’t allow you to save, revisit, and share your past scans, and lock additional features behind payment walls.
  • ❌ Physical MRI simulators are also not available on-demand, and often require booking time too.

✅ How Corsmed Solves This Problem:

Corsmed’s MRI simulator can be accessed 24/7 from any laptop with an internet connection—just like any modern web app.

  • ✅ You don’t need to book time on the simulator.
  • ✅ You can practice for as long as you want, and save your work.
  • ✅ You can run unlimited number of scans—no extra cost or hidden fees.

Corsmed’s licenses can be bought on a 3, 6, or 12-month basis (or longer) and they follow an “all-you-can-scan” payment model.

While your license is active, you can perform as many simulated scans as you want, no additional costs or hidden fees. We have deliberately chosen this payment structure to encourage you to practice as much as possible, without worrying about usage costs.

This unlimited, 24/7 available practice has been a game-changer for the students at CNI College. Says Zohreh Taghizadeh, MRI Program Specialist:

"With Corsmed, students get hands-on practice before their externship. They arrive prepared, knowing what to expect. And their training doesn't stop there—when they get home, they can keep refining their skills because it's right there on their laptop."

Teesside University is another success case. Sarah Cutler, Radiography Course Lead, explains:

"Now that we have Corsmed, it's given students practical skills and a broader experience of how to scan with a wide variety of anatomies and procedures, whereas before they previously didn't have that experience.”


Problem #8: Too Many Interface Options, Adding Unnecessary Complexity

Every MRI scanner vendor—Siemens, GE, Phillips, etc.—has a slightly different interface.

Interfaces of different MRI scanner brands: Siemens, GE, and Phillips

You’d think that an ideal simulator should let you customize the interface, so you can practice MRI on exactly the same scanner interface as you will use in your clinic.

But actually, if the goal is to master MRI, it’s not always best to use a simulator that lets you choose from multiple interfaces.

✅ How Corsmed Solves This Problem:

Corsmed provides one vendor-agnostic interface that follows all the industry standards on how an MRI scanner interface should look like.

Corsmed MRI Simulator shown on Laptop Computer

A single vendor-agnostic interface actually improves the degree to which you can transfer your skills learned on the simulator to the real world. Here’s why:

  1. You Become an MRI Physics Expert – Not a "Button Pusher" Limited to a Specific Interface

    The reason to use a simulator is to practice the MRI physics and parameters common to all scanners. Not to learn exactly where the buttons happen to be on a specific vendor's interface.

    A standardized interface helps you focus on mastering the universal fundamentals and become a proactive problem-solver — not a passive "button pusher" who can only operate a specific interface.

  2. Simpler Training, Onboarding, and Support:

    Using different interfaces would make it harder to follow Corsmed's training courses, get onboarded, and receive technical support.

    A standardized interface is also especially important for MRI educators who create courses and teach classes. If students or teachers would use different interfaces, it would only create confusion and hinder MRI learning.

MRI is already complex enough as it is. There are so many sequences, scanner settings, patient factors, and parameter adjustments to learn.

Adding interface variability would only add more complexity and detract focus from the real goal of using a simulator—to build a deep understanding of MRI physics and protocol optimization, regardless of what clinical setting you find yourself in.

As Dr. Khokhar, MRI Program Director at CNI College, shares:

"When our students began their externships, the imaging centers were amazed at how skilled they were.They had expected our students to do filing for weeks before scanning. But instead, they called us and said:

'We're hiring your students now—because they're ready to scan from day one.'"

How could CNI students scan with any interface after practicing only on Corsmed?

Because Corsmed helped them master the MRI fundamentals, enabling them to adapt to any interface.


Problem #9: Overwhelming Interface for First-Time Users

MRI is a very complex topic, with many parameters and settings.

A good simulator must include all the same parameters and settings as a real scanner to be accurate. However, this can easily create an overwhelming interface for first-time users.

✅ How Corsmed Solves This Problem:

Corsmed has a simple and intuitive interface that any user—even those who normally struggle with technology—can understand.

Dr. Khokhar, MRI Program Director at CNI College, recalls one particular story:

"One of our students wasn't very tech-savvy. She needed IT support just to upload her coursework. But she mastered Corsmed, which shows how user-friendly the simulator is.

Before graduating, she got an out-of-state job offer with a relocation bonus—before even passing her registry exam. That's real proof of how our practical training prepares students for the job market."

Sarah Cutler, Radiography Course Lead at Teesside University, has her own story to share:

"One student was really struggling with MRI. They came into the simulation session quite apprehensive, thinking they would never understand the concepts."

After using Corsmed, they left having grasped and understood the concept. They found the software really easy to use, and it helped them gain knowledge and skills they could apply in their clinical placement."

Sarah goes on to add:

"Personally, I've found it's been quite easy to pick up. We've always had positive feedback from the students that they found it's easy to use and user-friendly. It's been quite easy to incorporate into our simulation days."

Besides a naturally simple interface, Corsmed offers guided user tours to first-time users. These guided tours help new users to find their way around the platform one easy step at a time, and learn where all the key settings are.

Corsmed also provides white-glove onboarding, free expert support, and a knowledge base of tutorials that help new users make full use of the powerful functionality the simulator offers.


Problem #10: Lack of Customer Support and New Features

Many simulators provide little to no technical support and rarely update their software based on user feedback.

When choosing an MRI simulator, superb technical support is essential to ensure you can fully utilize all features. Without it, even a great simulator becomes frustrating and hard to use.

✅ How Corsmed Solves This Problem

Corsmed ensures users always have expert support through four channels:

  1. Personalized Zoom Onboarding: Every user gets a 1-1 Zoom session with an MRI expert to customize their learning experience. Additional calls can be scheduled for free anytime.
  2. Live Chat & Email: Our team is available just one click away, providing expert responses within a few hours at max.
  3. Extensive Knowledge Base: Users can access step-by-step guides, FAQs, and video tutorials on MRI settings, scan optimization, and troubleshooting.
  4. 11 MRI Training Courses: Your simulator license includes 11 courses on instrumentation, sequences, artifacts, and clinical applications for neuro, MSK, body, and cardiac MRI.

And as a focused startup, Corsmed has no corporate bureaucracy that stops us from listening to customers and acting on their requests.

As a Corsmed customer, you can email a feature request straight to our CEO, and see it added in weeks or months—not years.

Says Zohreh Taghizadeh, MRI Program Specialist at CNI College:

"Every enhancement we requested, we worked like a team. The Corsmed staff were there whenever we needed them, despite the time difference between Europe and the U.S. You send one email and get a response right away. Without this customer relationship, it wouldn't have been possible."

Zohreh continues to add:

"Sometimes I contact Corsmed 20-30 times a day, and they respond right away. Any question, any problem—it doesn't matter. They solve problems fast and help me a lot."

For full details on our customer support, visit: What Customer Support Is Included in a Corsmed License?


Conclusion

MRI simulation is a powerful tool for education—but only if the simulator accurately reflects real-world scanning.

Many platforms suffer from flawed image generation, limited scan options, or outdated training methods. Without high-resolution images, adjustable parameters, and real-world practice cases, MRI training becomes incomplete.

Corsmed is the only simulator that fully replicates the MRI scanning process—from physics-based image generation to customizable patient conditions. With an extensive training curriculum, live support, and rapid feature updates, Corsmed ensures users at any skill level can master MRI scanning with confidence.

This is why leading MRI colleges and hospitals use Corsmed to train their students and technologists, including:

  1. NHS: UK’s National Health Services
  2. British Columbia Institute of Technology
  3. Indiana University
  4. CNI College
  5. National Polytechnic College
  6. University of Mississippi Medical Center
  7. Pulse Radiology Institute
  8. Gurnick Academy
  9. City, University of London
  10. Teesside University
  11. University of Exeter
  12. Utrecht University
  13. Geneva School of Health Sciences
  14. Università di Bologna
  15. The University College, Léonard de Vinci

Want to learn more about how Corsmed can enhance your MRI training program?

Book a free consultation with one of our experts today, and discover how Corsmed can take your MRI training to the next level.

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