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Arthroscopy Training for Residents: Overcoming the Steep Curve

Article Summary

Oktober 1, 2025

Arthroscopy during residency is one of the steepest learning curves in orthopedic surgery. The technical challenges include mastering the use of angled lenses, interpreting 3D structures on a 2D screen, and handling instruments with precision. Traditional hands-on training with cadaver labs is time-consuming and often limited. Many residents experience slow and unpredictable progress due to intermittent opportunities to practice in the operating room. Virtual reality simulation offers a breakthrough by providing a safe, repeatable learning environment where residents can build skills and confidence efficiently—without the need for costly equipment or cadaver availability.

In This Article:

Two surgeons look at the arthroscope monitorduring arthroscopic procedure
Written by Danny Goel, MD, MBA, MSc, FRCSC

Facing the Daunting Start

When I think back to the first time I tried to learn arthroscopy, one word comes to mind: daunting. Arthroscopy training for residents is known to present some of the toughest challenges early in orthopedic programs. As a junior resident, I had never even seen or held an arthroscope before, yet I was standing next to an attending who was exceptionally skilled. The skill gap between us felt massive, and I quickly realized that this was not something you could just “pick up” by watching. To make things even more confusing, the scope itself has a 30-degree angled lens (and a 70-degree as well by the way), meaning you’re never looking straight ahead, but rather at an angle. That took me a long time to wrap my head around.

Early Training Obstacles and Orthopedic Residency Challenges

I remember going down to the cadaver lab, determined to figure this out. But the process itself was exhausting. First, I had to set up the entire system: getting the scope and the camera aligned, making sure there was enough fluid in the buckets so I could have irrigation, and then setting up the cadaver to do a knee scope. That was the first hour and I had practiced zero skills.  By the time everything was ready, I often felt like I’d already lost the battle. More often than not, I couldn’t see anything clearly, and my skills didn’t feel like they were progressing. And I was only trying to learn how to do a diagnostic arthroscopy, the basic fundamental starting ground for all joints. These orthopedic residency challenges often slow surgical skill development in residency, especially for complex procedures.

Lessons from Mentorship and Long-Term Skill Development

It wasn’t until my fourth year of residency that things began to improve. I had a mentor who let me operate more (bless his heart), especially in shoulder arthroscopy. That hands-on experience was invaluable, and by fellowship, I finally felt like I was gaining real confidence (that journey started in PGY-2, so I was already nearly 5 years in and hadn’t perfected this skill). If that’s not a long learning curve, I don’t know what is. Years later, in practice, I found myself still improving, appreciating all the little nuances my attendings used to do to make my life easier during the case. Ironically, those little unspoken maneuvers added an element of complexity when I was on my own. 

Modern Solutions: Virtual Reality Surgical Training

This extended learning curve is something we all share as surgeons. It’s a reminder that arthroscopy is not intuitive; it’s a skill set that requires repetition, feedback, and time. Unfortunately, residents don’t always get the consistent hands-on training they need, and cadaver labs or high-end simulators are expensive and not easily accessible.

That’s why I’m so excited to share that today, we’re adding to our arthroscopy training platform library. Alongside our shoulder and hip modules, we’ve now launched a Diagnostic Knee Arthroscopy Simulation in Virtual Reality. Contact us now for access, support@precisionostech.com .

The Benefits of Diagnostic Knee Arthroscopy Simulation

With this platform, you don’t need a cadaver, you don’t need an expensive simulator, and you don’t need to worry about setting up buckets of fluid or troubleshooting old equipment. Instead, you can step into a fully immersive environment, alternate between 30° and 70° scopes, manipulate the knee freely, and practice over and over again until it clicks.

Advancing Surgical Skill Development in Residency

Our mission has always been to lower barriers and accelerate learning for residents around the world. This new diagnostic knee module is a step toward changing the model of arthroscopy education, making it more accessible, more repeatable, and more effective. This approach supports advanced surgical skill development in residency programs across the globe.

I wish I had something like this when I started. It would have saved me (and likely my attending surgeons) years of frustration while driving accelerated growth as an arthroscopist. Fortunately, now, future generations don’t have to go through that same steep climb alone. It’s here and available for anyone who wants to improve their skill as an arthroscopic surgeon.


Über PrecisionOS 
PrecisionOS is an award-winning medical software company redefining surgical training through virtual reality. Built by surgeons for surgeons, PrecisionOS empowers healthcare teams around the world with immersive, measurable, and patient-centered learning experiences. 

info@precisionostech.com 
www.precisionostech.com 

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Über PrecisionOS

PrecisionOS is a leader in virtual reality-enabled surgical education. Trusted by top academic medical centers, health systems, and professional societies worldwide, the company delivers an immersive, scalable training ecosystem designed by surgeons for residents and the next generation of healthcare professionals. By combining high-fidelity VR cadaver labs with on-the-go access via the Approaches mobile module and AI-driven performance reporting, PrecisionOS ensures surgeons are ready for the OR, today.

Häufig gestellte Fragen

Is there a step-by-step "Quick Start" guide for residents?

Yes—The Onboarding Course is your fastest path to proficiency. It walks you through account syncing, procedure selection, and your first virtual rehearsal step-by-step, ensuring you are “OR Ready” before you pick up the controllers.

Action: Follow the guided video path to standardize your learning experience.

Yes. PrecisionOS is compatible with Meta Quest 3, and 3s. If you already own a headset, you simply need to download the PrecisionOS Launcher from the App Store and sign in with your institution email and membership credentials.

Action: Download the launcher and log in.

Your Individual Membership is a month-to-month subscription ($99/mo) designed for residents who want 24/7 access to surgical rehearsal without a long-term contract.  Reach out for information about an institutional membership.

Action: Your card is billed every 30 days from the date of signup.

Hospital networks will often require a MAC address for device white-listing. You can find this in your Meta Quest headset settings under About > MAC Address.

Action: Reach out to provide your IT department with the MAC address found in your headset settings.

Both the headset firmware and the PrecisionOS app must be up to date to prevent technical glitches. Go to Settings > Software Update on your Quest and check the Launcher for app updates.

Action: Enable “Auto-updates” in your headset settings.

About The Author

Bild von Danny P. Goel, MD

Danny P. Goel, MD

Is the CEO of PrecisionOS and is a practicing surgeon and surgical educator. Dr. Goel currently practices in the Vancouver, B.C. area and also serves on the University of British Columbia’s Faculty of Medicine in the Department of Orthopedic Surgery.

He received his medical degree from the University of Manitoba, pursued his residency training in orthopedic surgery at the University of Calgary, and completed fellowship training in shoulder surgery at the University of Western Ontario and Harvard University.

Goel has co-authored more than 30 publications, and is widely sought as a presenter on surgical techniques.

21 Months of Automated VR Data

MAJOR ACADEMIC ORTHOPAEDIC RESIDENCY PROGRAM

How self-directed VR practice fills the seams of the clinical day and produces measurable learning trajectories—completely automatically.

Executive Summary:

Over a 21-month period, 30 orthopaedic residents integrated immersive VR into their training curriculum. With a simple, weekly requirement for residents to practice in headset, the platform seamlessly captured over 88,000 structured data points across 2,566 practice sessions. The resulting data proved that when residents have access to high-fidelity, frictionless simulation and are motivated, they will hone their skills and demonstrate clear performance improvements.

Frictionless Adoption: Practice doesn't compete with clinical time. The data revealed that 45% of all sessions happened organically during lunch breaks or on weekends.

Comprehensive Coverage: Usage wasn't limited to a single subspecialty. Residents attempted 61 distinct cases across 27 procedure modules, proving active engagement from Foundations & Anatomy to Complex Trauma.

Measurable Improvement: The platform didn't just track usage; it tracked skill acquisition. Across 288 scored playthroughs, longitudinal data showed a clear performance signal, with residents demonstrating an average positive learning delta of +0.36 over time.

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Own Your Progress.

Download the PrecisionOS mobile app to access Delphi’s insight reports and turn every VR session into a springboard for future success.

Step #1

State Your Intent

Tell Delphi, your AI Attending Mentor, what you are looking to practice.

Step #2

Get Practice Recommendations

Based on your request, Delphi will suggest personalized VR apps and Video training.

Step #3

Queue Apps In VR

Tap Add to Queue and the VR app will be waiting for you in headset.

Step #4

Learn From Experts

Access the video library for expert-led Virtual Grand Rounds and discover surgical pearls from industry leaders and device experts.

Step #4

Practice With A Plan

Go through the recommended VR apps to gain the skills and repetition needed for success. 

Step #5

Review Performance Insights

After your VR session, review your personalized performance insight on your phone to maximine your OR success. 

Smiling businessman in blue suit and tie against gray background.

Dr. Andrew Maeso

Orthopedic resident

From Uncertainty to Execution

“You already have a plan, now you’re just executing it.”

The Story: Bridging the "Intern Gap"

Dr. Andrew Maeso recognizes the steep reality of residency: “As an intern, you are thrown into the fire.” For him, the hurdle wasn’t just the surgery—it was the invisible mechanics (positioning, X-ray angles, and workflow) that move too fast to learn in a high-pressure OR.

The Solution: Access Over Policy

By bringing the PrecisionOS ecosystem home, Dr. Maeso replaced passive YouTube watching with active mental rehearsal. This allowed him to arrive in the OR with the “steps” already hard-coded into his muscle memory.

The Game Changer: Personal headsets issued for at-home, 24/7 training.

Clinical Focus: Mastery of Antegrade Femoral Nails and Shoulder Arthroscopy.

Program Growth: Experience led to secured funding for all incoming residents.

Smiling man wearing glasses and checkered shirt in an office setting.

Roberto Oliveira

Founder

Over his 25 years in the gaming industry, Roberto Oliveira has been known for bringing stunning realism and high fidelity to interactive experiences.

He combines an art director’s artistic vision with solid business leadership, including experience in building art teams, creative team management, project planning, project management and business development.

Over the years, his talents have been showcased in projects for major publishers including Sony, Activision, Disney and Electronic Arts.

Business professional wearing glasses and a suit in an office setting.

Dr. Ryan Lohre

MGH Staff Surgeon

From Resident to MGH Staff Surgeon

“Prepare like it matters. Because in the OR—it does.”

The Story: The Currency of Trust

Dr. Ryan Lohre’s trajectory changed during a complex pediatric case that had already seen two failed attempts by tenured surgeons. While textbooks offered the theory, Dr. Lohre used VR to master the 3D spatial intelligence required to build a mental model of the deformity and navigate C-arm imagery in real-time.

The Solution: The 18-Minute Sandbox

The night before surgery, Dr. Lohre rehearsed the procedure four times in VR from his own home. This high-fidelity rehearsal allowed him to arrive in the OR functioning at 80-90% proficiency, compared to the typical 10-20% for a resident facing a new, complex procedure.

The Game Changer: 18 minutes of at-home VR prep for a complex pediatric case.

Clinical Focus: Spatial intelligence for C-arm interpretation and screw trajectory.

Program Growth: Transitioned from trainee to Staff Surgeon at Mass General.

Dental professional in white coat with PrecisionOS logo.

Dr. Barry McDonough

Program Director

Teaching with Surgical Efficiency

“I let the junior resident do more than ever before—and still finished on time.”

The Story: Reclaiming the OR

While at West Virginia University (WVU), Dr. Barry McDonough faced a universal challenge: balancing resident education with strict OR efficiency. By the time residents step into the OR, foundational skills like camera handling and triangulation should be second nature—not a distraction that slows down the case.

The Solution: Independent Preparation

Residents were assigned just 10 minutes of asynchronous VR training per week. This allowed them to master the “invisible” basics of arthroscopy on their own time. With an average of 17 sessions completed during the pilot, residents arrived with a mental roadmap that translated into immediate technical fluency.

The Game Changer: Asynchronous prep—residents train independently at home.

Clinical Focus: Mastery of triangulation, scope control, and anchor placement.

Program Growth: Model expanded across trauma, spine, and upper extremity.

Man in blue suit with glasses smiling in front of bookshelf.

Dr. Charlie Spieser

Orthopedic Resident

Mastering the Visuo-Spatial Gap

“VR practice shifts questioning from case generalizations to technique refinement.”

The Story: From Application to Confidence

Charlie Spieser highlights a universal resident hurdle: the high-stress transition from “book knowledge” to real-world execution. Early in training, the fear of making irreversible decisions can lead to hesitation. To bridge this gap, Charlie utilized VR as a daily resource for kinetic learning and anatomical association.

The Solution: Refining Spatial Intelligence

Unlike textbooks or passive videos, PrecisionOS allowed Charlie to practice high-stakes approaches—such as the anterior total hip—in a guided, 3D environment. This repetition provided a “safe sandbox” to identify why errors occurred, building the visuo-spatial confidence required to navigate complex anatomy before ever entering the OR.

The Game Changer: Daily Integration—normalized as an expected program resource.

Clinical Focus: Anterior Total Hip and Deltopectoral surgical approaches.

Program Growth: Nuanced Mentorship—shifting focus to specific faculty preferences.

Orthopaedic virtual reality training for junior residents in surgery.

Immersive Virtual Reality Training for a Junior Orthopaedic Surgery Resident

Andres D Maeso, DO, Michael R McDermott, DO, Jerrod A Steimle, DO

How consistent iVR training accelerates technical fluency and attending trust for first-year residents.

Executive Summary: This case study follows a first-year resident’s integration of immersive VR (iVR) into their surgical curriculum. By dedicating consistent training time to virtual modules, the resident was able to master procedural steps and receive real-time feedback in a risk-free environment before ever stepping into the operating room. The study highlights that this deliberate practice led to a “noticeable improvement in overall efficiency” and significantly increased the attending’s trust and confidence in the resident’s intraoperative capabilities.

Source Attribution: Immersive Virtual Reality Training for a Junior Orthopaedic Surgery Resident, Journal of Orthopaedic Experience & Innovation (2025).

Muscle Memory Development: The repetitive nature of immersive VR (iVR) training, combined with constant real-time feedback, allows technical surgical steps to become deep-seated muscle memory.

Measurable Efficiency Gains: Residents utilizing the platform observe a "noticeable improvement" in overall efficiency and technical proficiency when performing complex orthopedic procedures.

Accelerated Attending Trust: Preoperative rehearsal in a virtual environment significantly increases attending surgeon confidence, directly leading to increased autonomy for the resident in the operating room.

Professional man in business attire for PrecisionOS.

Danny P. Goel, MD

Geschäftsführer

A practicing surgeon and surgical educator, Dr. Goel currently practices in the Vancouver, B.C. area and also serves on the University of British Columbia’s Faculty of Medicine in the Department of Orthopedic Surgery.

He received his medical degree from the University of Manitoba, pursued his residency training in orthopedic surgery at the University of Calgary, and completed fellowship training in shoulder surgery at the University of Western Ontario and Harvard University.

Goel has co-authored more than 30 publications, and is widely sought as a presenter on surgical techniques.

Professional man smiling in a blue shirt for PrecisionOS About Us page.

Colin O'Connor

Founder

Colin O’Connor brings a proven track record as a business leader and entrepreneur, as well as expertise at developing cutting-edge technology to create immersive, high-fidelity experiences.

He has overseen and played key leadership roles in the highest echelons of the video game industry, founding companies and taking more than 16 top-tier titles to market.

He has worked at the forefront in innovating new rendering technologies in the areas of lighting, motion, particle graphics and shading that bring unprecedented realism to interactive experiences.

Step #1

Ask Delphi

Tell Delphi, your AI Attending Mentor, what you want to practice today.